% Publications of Srinivasan (Srini) Venkatramanan % https://srinivvenkat.github.io/publications.html % % 102 entries, generated 2026-09-02 by tools/build_bibtex.py. % Records come from doi.org and arXiv; cite keys are regenerated as % . Entries with no resolvable DOI or % arXiv id are absent. % -------------------------------------------------------------------- % Book Chapters % -------------------------------------------------------------------- @inbook{wang2022combining, title={Combining Theory and Data-Driven Approaches for Epidemic Forecasts}, ISBN={9781003143376}, url={http://dx.doi.org/10.1201/9781003143376-3}, DOI={10.1201/9781003143376-3}, booktitle={Knowledge-Guided Machine Learning}, publisher={Chapman and Hall/CRC}, author={Wang, Lijing and Adiga, Aniruddha and Chen, Jiangzhuo and Lewis, Bryan and Sadilek, Adam and Venkatramanan, Srinivasan and Marathe, Madhav}, year={2022}, month=June, pages={55–82} } @inbook{adiga2022techniques, title={AI Techniques for Forecasting Epidemic Dynamics: Theory and Practice}, ISBN={9783031085062}, url={http://dx.doi.org/10.1007/978-3-031-08506-2_9}, DOI={10.1007/978-3-031-08506-2_9}, booktitle={Artificial Intelligence in Covid-19}, publisher={Springer International Publishing}, author={Adiga, Aniruddha and Lewis, Bryan and Levin, Simon and Marathe, Madhav V. and Poor, H. Vincent and Ravi, S. S. and Rosenkrantz, Daniel J. and Stearns, Richard E. and Venkatramanan, Srinivasan and Vullikanti, Anil and Wang, Lijing}, year={2022}, pages={193–228} } @inbook{adiga2023role, title={The Role of Artificial Intelligence in Epidemiological Modeling}, ISBN={9789811265679}, url={http://dx.doi.org/10.1142/9789811265679_0020}, DOI={10.1142/9789811265679_0020}, booktitle={Artificial Intelligence for Science}, publisher={WORLD SCIENTIFIC}, author={Adiga, Aniruddha and Venkatramanan, Srinivasan and Chen, Jiangzhuo and Porebski, Przemyslaw and Wilson, Amanda and Mortveit, Henning and Lewis, Bryan and Crow, Justin and Marathe, Madhav V. and }, year={2023}, month=Apr, pages={355–377} } % -------------------------------------------------------------------- % Journal Articles % -------------------------------------------------------------------- @article{mcandrew2026assessing, title={Assessing human judgment forecasts in the rapid spread of the mpox outbreak: insights and challenges for pandemic preparedness}, ISSN={1471-2334}, url={http://dx.doi.org/10.1186/s12879-026-13621-y}, DOI={10.1186/s12879-026-13621-y}, journal={BMC Infectious Diseases}, publisher={Springer Science and Business Media LLC}, author={Mcandrew, Thomas and Majumder, Maimuna S. and Lover, Andrew A. and Venkatramanan, Srini and Bocchini, Paolo and Besiroglu, Tamay and Codi, Allison and Dempsey, Gaia and Abbott, Sam and Chevalier, Sylvain and Bosse, Nikos I. and Cambeiro, Juan and Braun, David}, year={2026}, month=June } @article{espinoza2026integrated, title={Integrated framework to study genomic surveillance of selective sweeps in multivariants dynamics}, volume={123}, ISSN={1091-6490}, url={http://dx.doi.org/10.1073/pnas.2521031123}, DOI={10.1073/pnas.2521031123}, number={11}, journal={Proceedings of the National Academy of Sciences}, publisher={National Academy of Sciences}, author={Espinoza, Baltazar and Venkatramanan, Srinivasan and Scott Warren, Andrew and Lewis, Bryan Leroy and Poor, H. Vincent and Levin, Simon A. and Marathe, Madhav V.}, year={2026}, month=Mar } @article{loo2025scenario, title={Scenario Projections of COVID-19 Burden in the US, 2024-2025}, volume={8}, ISSN={2574-3805}, url={http://dx.doi.org/10.1001/jamanetworkopen.2025.32469}, DOI={10.1001/jamanetworkopen.2025.32469}, number={9}, journal={JAMA Network Open}, publisher={American Medical Association (AMA)}, author={Loo, Sara L. and Jung, Sung-mok and Contamin, Lucie and Howerton, Emily and Bents, Samantha J. and Hochheiser, Harry and Runge, Michael C. and Smith, Claire P. and Carcelén, Erica C. and Yan, Katie and Lemaitre, Joseph C. and Przykucki, Emily and McKee, Clifton D. and Sato, Koji and Hill, Allison L. and Chinazzi, Matteo and Davis, Jessica T. and Bay, Clara and Vespignani, Alessandro and Chen, Shi and Paul, Rajib and Janies, Daniel and Thill, Jean-Claude and Moore, Sean M. and Perkins, T. Alex and Srivastava, Ajitesh and Al Aawar, Majd and Bi, Kaiming and Bandekar, Shraddha Ramdas and Bouchnita, Anass and Fox, Spencer J. and Meyers, Lauren Ancel and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Lewis, Bryan and Chen, Jiangzhuo and Marathe, Madhav and Ben-Nun, Michal and Turtle, James and Riley, Pete and Shea, Katriona and Viboud, Cécile and Lessler, Justin and Truelove, Shaun}, year={2025}, month=Sept, pages={e2532469} } @article{chen2024scp, title={Epihiper—A high performance computational modeling framework to support epidemic science}, volume={4}, ISSN={2752-6542}, url={http://dx.doi.org/10.1093/pnasnexus/pgae557}, DOI={10.1093/pnasnexus/pgae557}, number={1}, journal={PNAS Nexus}, publisher={Oxford University Press (OUP)}, author={Chen, Jiangzhuo and Hoops, Stefan and Mortveit, Henning S and Lewis, Bryan L and Machi, Dustin and Bhattacharya, Parantapa and Venkatramanan, Srinivasan and Wilson, Mandy L and Barrett, Chris L and Marathe, Madhav V}, editor={Amon, Cristina}, year={2024}, month=Dec } @article{chen2024wastewater, title={Wastewater-based epidemiology for COVID-19 surveillance and beyond: A survey}, volume={49}, ISSN={1755-4365}, url={http://dx.doi.org/10.1016/j.epidem.2024.100793}, DOI={10.1016/j.epidem.2024.100793}, journal={Epidemics}, publisher={Elsevier BV}, author={Chen, Chen and Wang, Yunfan and Kaur, Gursharn and Adiga, Aniruddha and Espinoza, Baltazar and Venkatramanan, Srinivasan and Warren, Andrew and Lewis, Bryan and Crow, Justin and Singh, Rekha and Lorentz, Alexandra and Toney, Denise and Marathe, Madhav}, year={2024}, month=Dec, pages={100793} } @article{mathis2024evaluation, title={Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations}, volume={15}, ISSN={2041-1723}, url={http://dx.doi.org/10.1038/s41467-024-50601-9}, DOI={10.1038/s41467-024-50601-9}, number={1}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={Mathis, Sarabeth M. and Webber, Alexander E. and León, Tomás M. and Murray, Erin L. and Sun, Monica and White, Lauren A. and Brooks, Logan C. and Green, Alden and Hu, Addison J. and Rosenfeld, Roni and Shemetov, Dmitry and Tibshirani, Ryan J. and McDonald, Daniel J. and Kandula, Sasikiran and Pei, Sen and Yaari, Rami and Yamana, Teresa K. and Shaman, Jeffrey and Agarwal, Pulak and Balusu, Srikar and Gururajan, Gautham and Kamarthi, Harshavardhan and Prakash, B. Aditya and Raman, Rishi and Zhao, Zhiyuan and Rodríguez, Alexander and Meiyappan, Akilan and Omar, Shalina and Baccam, Prasith and Gurung, Heidi L. and Suchoski, Brad T. and Stage, Steve A. and Ajelli, Marco and Kummer, Allisandra G. and Litvinova, Maria and Ventura, Paulo C. and Wadsworth, Spencer and Niemi, Jarad and Carcelen, Erica and Hill, Alison L. and Loo, Sara L. and McKee, Clifton D. and Sato, Koji and Smith, Claire and Truelove, Shaun and Jung, Sung-mok and Lemaitre, Joseph C. and Lessler, Justin and McAndrew, Thomas and Ye, Wenxuan and Bosse, Nikos and Hlavacek, William S. and Lin, Yen Ting and Mallela, Abhishek and Gibson, Graham C. and Chen, Ye and Lamm, Shelby M. and Lee, Jaechoul and Posner, Richard G. and Perofsky, Amanda C. and Viboud, Cécile and Clemente, Leonardo and Lu, Fred and Meyer, Austin G. and Santillana, Mauricio and Chinazzi, Matteo and Davis, Jessica T. and Mu, Kunpeng and Pastore y Piontti, Ana and Vespignani, Alessandro and Xiong, Xinyue and Ben-Nun, Michal and Riley, Pete and Turtle, James and Hulme-Lowe, Chis and Jessa, Shakeel and Nagraj, V. P. and Turner, Stephen D. and Williams, Desiree and Basu, Avranil and Drake, John M. and Fox, Spencer J. and Suez, Ehsan and Cojocaru, Monica G. and Thommes, Edward W. and Cramer, Estee Y. and Gerding, Aaron and Stark, Ariane and Ray, Evan L. and Reich, Nicholas G. and Shandross, Li and Wattanachit, Nutcha and Wang, Yijin and Zorn, Martha W. and Aawar, Majd Al and Srivastava, Ajitesh and Meyers, Lauren A. and Adiga, Aniruddha and Hurt, Benjamin and Kaur, Gursharn and Lewis, Bryan L. and Marathe, Madhav and Venkatramanan, Srinivasan and Butler, Patrick and Farabow, Andrew and Ramakrishnan, Naren and Muralidhar, Nikhil and Reed, Carrie and Biggerstaff, Matthew and Borchering, Rebecca K.}, year={2024}, month=July } @article{loo2024preface, title={Preface: COVID-19 Scenario Modeling Hubs}, volume={48}, ISSN={1755-4365}, url={http://dx.doi.org/10.1016/j.epidem.2024.100788}, DOI={10.1016/j.epidem.2024.100788}, journal={Epidemics}, publisher={Elsevier BV}, author={Loo, Sara L. and Chinazzi, Matteo and Srivastava, Ajitesh and Venkatramanan, Srinivasan and Truelove, Shaun and Viboud, Cecile}, year={2024}, month=Sept, pages={100788} } @article{runge2024scenario, title={Scenario design for infectious disease projections: Integrating concepts from decision analysis and experimental design}, volume={47}, ISSN={1755-4365}, url={http://dx.doi.org/10.1016/j.epidem.2024.100775}, DOI={10.1016/j.epidem.2024.100775}, journal={Epidemics}, publisher={Elsevier BV}, author={Runge, Michael C. and Shea, Katriona and Howerton, Emily and Yan, Katie and Hochheiser, Harry and Rosenstrom, Erik and Probert, William J.M. and Borchering, Rebecca and Marathe, Madhav V. and Lewis, Bryan and Venkatramanan, Srinivasan and Truelove, Shaun and Lessler, Justin and Viboud, Cécile}, year={2024}, month=June, pages={100775} } @article{chen2024role, title={Role of heterogeneity: National scale data-driven agent-based modeling for the US COVID-19 Scenario Modeling Hub}, volume={48}, ISSN={1755-4365}, url={http://dx.doi.org/10.1016/j.epidem.2024.100779}, DOI={10.1016/j.epidem.2024.100779}, journal={Epidemics}, publisher={Elsevier BV}, author={Chen, Jiangzhuo and Bhattacharya, Parantapa and Hoops, Stefan and Machi, Dustin and Adiga, Abhijin and Mortveit, Henning and Venkatramanan, Srinivasan and Lewis, Bryan and Marathe, Madhav}, year={2024}, month=Sept, pages={100779} } @article{bhattacharya2024novel, title={Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread}, volume={191}, ISSN={0743-7315}, url={http://dx.doi.org/10.1016/j.jpdc.2024.104899}, DOI={10.1016/j.jpdc.2024.104899}, journal={Journal of Parallel and Distributed Computing}, publisher={Elsevier BV}, author={Bhattacharya, Parantapa and Machi, Dustin and Chen, Jiangzhuo and Hoops, Stefan and Lewis, Bryan and Mortveit, Henning and Venkatramanan, Srinivasan and Wilson, Mandy L. and Marathe, Achla and Porebski, Przemyslaw and Klahn, Brian and Outten, Joseph and Vullikanti, Anil and Xie, Dawen and Adiga, Abhijin and Brown, Shawn and Barrett, Christopher and Marathe, Madhav}, year={2024}, month=Sept, pages={104899} } @article{porebski2024data, title={Data-driven mechanistic framework with stratified immunity and effective transmissibility for COVID-19 scenario projections}, volume={47}, ISSN={1755-4365}, url={http://dx.doi.org/10.1016/j.epidem.2024.100761}, DOI={10.1016/j.epidem.2024.100761}, journal={Epidemics}, publisher={Elsevier BV}, author={Porebski, Przemyslaw and Venkatramanan, Srinivasan and Adiga, Aniruddha and Klahn, Brian and Hurt, Benjamin and Wilson, Mandy L. and Chen, Jiangzhuo and Vullikanti, Anil and Marathe, Madhav and Lewis, Bryan}, year={2024}, month=June, pages={100761} } @article{lopez2024challenges, title={Challenges of COVID-19 Case Forecasting in the US, 2020–2021}, volume={20}, ISSN={1553-7358}, url={http://dx.doi.org/10.1371/journal.pcbi.1011200}, DOI={10.1371/journal.pcbi.1011200}, number={5}, journal={PLOS Computational Biology}, publisher={Public Library of Science (PLoS)}, author={Lopez, Velma K. and Cramer, Estee Y. and Pagano, Robert and Drake, John M. and O’Dea, Eamon B. and Adee, Madeline and Ayer, Turgay and Chhatwal, Jagpreet and Dalgic, Ozden O. and Ladd, Mary A. and Linas, Benjamin P. and Mueller, Peter P. and Xiao, Jade and Bracher, Johannes and Castro Rivadeneira, Alvaro J. and Gerding, Aaron and Gneiting, Tilmann and Huang, Yuxin and Jayawardena, Dasuni and Kanji, Abdul H. and Le, Khoa and Mühlemann, Anja and Niemi, Jarad and Ray, Evan L. and Stark, Ariane and Wang, Yijin and Wattanachit, Nutcha and Zorn, Martha W. and Pei, Sen and Shaman, Jeffrey and Yamana, Teresa K. and Tarasewicz, Samuel R. and Wilson, Daniel J. and Baccam, Sid and Gurung, Heidi and Stage, Steve and Suchoski, Brad and Gao, Lei and Gu, Zhiling and Kim, Myungjin and Li, Xinyi and Wang, Guannan and Wang, Lily and Wang, Yueying and Yu, Shan and Gardner, Lauren and Jindal, Sonia and Marshall, Maximilian and Nixon, Kristen and Dent, Juan and Hill, Alison L. and Kaminsky, Joshua and Lee, Elizabeth C. and Lemaitre, Joseph C. and Lessler, Justin and Smith, Claire P. and Truelove, Shaun and Kinsey, Matt and Mullany, Luke C. and Rainwater-Lovett, Kaitlin and Shin, Lauren and Tallaksen, Katharine and Wilson, Shelby and Karlen, Dean and Castro, Lauren and Fairchild, Geoffrey and Michaud, Isaac and Osthus, Dave and Bian, Jiang and Cao, Wei and Gao, Zhifeng and Lavista Ferres, Juan and Li, Chaozhuo and Liu, Tie-Yan and Xie, Xing and Zhang, Shun and Zheng, Shun and Chinazzi, Matteo and Davis, Jessica T. and Mu, Kunpeng and Pastore y Piontti, Ana and Vespignani, Alessandro and Xiong, Xinyue and Walraven, Robert and Chen, Jinghui and Gu, Quanquan and Wang, Lingxiao and Xu, Pan and Zhang, Weitong and Zou, Difan and Gibson, Graham Casey and Sheldon, Daniel and Srivastava, Ajitesh and Adiga, Aniruddha and Hurt, Benjamin and Kaur, Gursharn and Lewis, Bryan and Marathe, Madhav and Peddireddy, Akhil Sai and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Wang, Lijing and Prasad, Pragati V. and Walker, Jo W. and Webber, Alexander E. and Slayton, Rachel B. and Biggerstaff, Matthew and Reich, Nicholas G. and Johansson, Michael A.}, editor={Larremore, Daniel B.}, year={2024}, month=May, pages={e1011200} } @article{jung2024potential, title={Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub}, volume={21}, ISSN={1549-1676}, url={http://dx.doi.org/10.1371/journal.pmed.1004387}, DOI={10.1371/journal.pmed.1004387}, number={4}, journal={PLOS Medicine}, publisher={Public Library of Science (PLoS)}, author={Jung, Sung-mok and Loo, Sara L. and Howerton, Emily and Contamin, Lucie and Smith, Claire P. and Carcelén, Erica C. and Yan, Katie and Bents, Samantha J. and Levander, John and Espino, Jessi and Lemaitre, Joseph C. and Sato, Koji and McKee, Clifton D. and Hill, Alison L. and Chinazzi, Matteo and Davis, Jessica T. and Mu, Kunpeng and Vespignani, Alessandro and Rosenstrom, Erik T. and Rodriguez-Cartes, Sebastian A. and Ivy, Julie S. and Mayorga, Maria E. and Swann, Julie L. and España, Guido and Cavany, Sean and Moore, Sean M. and Perkins, T. Alex and Chen, Shi and Paul, Rajib and Janies, Daniel and Thill, Jean-Claude and Srivastava, Ajitesh and Aawar, Majd Al and Bi, Kaiming and Bandekar, Shraddha Ramdas and Bouchnita, Anass and Fox, Spencer J. and Meyers, Lauren Ancel and Porebski, Przemyslaw and Venkatramanan, Srini and Adiga, Aniruddha and Hurt, Benjamin and Klahn, Brian and Outten, Joseph and Chen, Jiangzhuo and Mortveit, Henning and Wilson, Amanda and Hoops, Stefan and Bhattacharya, Parantapa and Machi, Dustin and Vullikanti, Anil and Lewis, Bryan and Marathe, Madhav and Hochheiser, Harry and Runge, Michael C. and Shea, Katriona and Truelove, Shaun and Viboud, Cécile and Lessler, Justin}, editor={MacPherson, Peter}, year={2024}, month=Apr, pages={e1004387} } @article{mehrab2024agent, title={An agent-based framework to study forced migration: A case study of Ukraine}, volume={3}, ISSN={2752-6542}, url={http://dx.doi.org/10.1093/pnasnexus/pgae080}, DOI={10.1093/pnasnexus/pgae080}, number={3}, journal={PNAS Nexus}, publisher={Oxford University Press (OUP)}, author={Mehrab, Zakaria and Stundal, Logan and Venkatramanan, Srinivasan and Swarup, Samarth and Lewis, Bryan and Mortveit, Henning S and Barrett, Christopher L and Pandey, Abhishek and Wells, Chad R and Galvani, Alison P and Singer, Burton H and Leblang, David and Colwell, Rita R and Marathe, Madhav V}, editor={Muthukrishna, Michael}, year={2024}, month=Feb } @article{howerton2023evaluation, title={Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty}, volume={14}, ISSN={2041-1723}, url={http://dx.doi.org/10.1038/s41467-023-42680-x}, DOI={10.1038/s41467-023-42680-x}, number={1}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={Howerton, Emily and Contamin, Lucie and Mullany, Luke C. and Qin, Michelle and Reich, Nicholas G. and Bents, Samantha and Borchering, Rebecca K. and Jung, Sung-mok and Loo, Sara L. and Smith, Claire P. and Levander, John and Kerr, Jessica and Espino, J. and van Panhuis, Willem G. and Hochheiser, Harry and Galanti, Marta and Yamana, Teresa and Pei, Sen and Shaman, Jeffrey and Rainwater-Lovett, Kaitlin and Kinsey, Matt and Tallaksen, Kate and Wilson, Shelby and Shin, Lauren and Lemaitre, Joseph C. and Kaminsky, Joshua and Hulse, Juan Dent and Lee, Elizabeth C. and McKee, Clifton D. and Hill, Alison and Karlen, Dean and Chinazzi, Matteo and Davis, Jessica T. and Mu, Kunpeng and Xiong, Xinyue and Pastore y Piontti, Ana and Vespignani, Alessandro and Rosenstrom, Erik T. and Ivy, Julie S. and Mayorga, Maria E. and Swann, Julie L. and España, Guido and Cavany, Sean and Moore, Sean and Perkins, Alex and Hladish, Thomas and Pillai, Alexander and Ben Toh, Kok and Longini, Ira and Chen, Shi and Paul, Rajib and Janies, Daniel and Thill, Jean-Claude and Bouchnita, Anass and Bi, Kaiming and Lachmann, Michael and Fox, Spencer J. and Meyers, Lauren Ancel and Srivastava, Ajitesh and Porebski, Przemyslaw and Venkatramanan, Srini and Adiga, Aniruddha and Lewis, Bryan and Klahn, Brian and Outten, Joseph and Hurt, Benjamin and Chen, Jiangzhuo and Mortveit, Henning and Wilson, Amanda and Marathe, Madhav and Hoops, Stefan and Bhattacharya, Parantapa and Machi, Dustin and Cadwell, Betsy L. and Healy, Jessica M. and Slayton, Rachel B. and Johansson, Michael A. and Biggerstaff, Matthew and Truelove, Shaun and Runge, Michael C. and Shea, Katriona and Viboud, Cécile and Lessler, Justin}, year={2023}, month=Nov } @article{espinoza2023coupled, title={Coupled models of genomic surveillance and evolving pandemics with applications for timely public health interventions}, volume={120}, ISSN={1091-6490}, url={http://dx.doi.org/10.1073/pnas.2305227120}, DOI={10.1073/pnas.2305227120}, number={48}, journal={Proceedings of the National Academy of Sciences}, publisher={National Academy of Sciences}, author={Espinoza, Baltazar and Adiga, Aniruddha and Venkatramanan, Srinivasan and Warren, Andrew Scott and Chen, Jiangzhuo and Lewis, Bryan Leroy and Vullikanti, Anil and Swarup, Samarth and Moon, Sifat and Barrett, Christopher Louis and Athreya, Siva and Sundaresan, Rajesh and Chandru, Vijay and Laxminarayan, Ramanan and Schaffer, Benjamin and Poor, H. Vincent and Levin, Simon A. and Marathe, Madhav V.}, year={2023}, month=Nov } @article{prasad2023multimodeling, title={Multimodeling approach to evaluating the efficacy of layering pharmaceutical and nonpharmaceutical interventions for influenza pandemics}, volume={120}, ISSN={1091-6490}, url={http://dx.doi.org/10.1073/pnas.2300590120}, DOI={10.1073/pnas.2300590120}, number={28}, journal={Proceedings of the National Academy of Sciences}, publisher={National Academy of Sciences}, author={Prasad, Pragati V. and Steele, Molly K. and Reed, Carrie and Meyers, Lauren Ancel and Du, Zhanwei and Pasco, Remy and Alfaro-Murillo, Jorge A. and Lewis, Bryan and Venkatramanan, Srinivasan and Schlitt, James and Chen, Jiangzhuo and Orr, Mark and Wilson, Mandy L. and Eubank, Stephen and Wang, Lijing and Chinazzi, Matteo and Pastore y Piontti, Ana and Davis, Jessica T. and Halloran, M. Elizabeth and Longini, Ira and Vespignani, Alessandro and Pei, Sen and Galanti, Marta and Kandula, Sasikiran and Shaman, Jeffrey and Haw, David J. and Arinaminpathy, Nimalan and Biggerstaff, Matthew}, year={2023}, month=July } @article{sherratt2023predictive, title={Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations}, volume={12}, ISSN={2050-084X}, url={http://dx.doi.org/10.7554/eLife.81916}, DOI={10.7554/elife.81916}, journal={eLife}, publisher={eLife Sciences Publications, Ltd}, author={Sherratt, Katharine and Gruson, Hugo and Grah, Rok and Johnson, Helen and Niehus, Rene and Prasse, Bastian and Sandmann, Frank and Deuschel, Jannik and Wolffram, Daniel and Abbott, Sam and Ullrich, Alexander and Gibson, Graham and Ray, Evan L and Reich, Nicholas G and Sheldon, Daniel and Wang, Yijin and Wattanachit, Nutcha and Wang, Lijing and Trnka, Jan and Obozinski, Guillaume and Sun, Tao and Thanou, Dorina and Pottier, Loic and Krymova, Ekaterina and Meinke, Jan H and Barbarossa, Maria Vittoria and Leithauser, Neele and Mohring, Jan and Schneider, Johanna and Wlazlo, Jaroslaw and Fuhrmann, Jan and Lange, Berit and Rodiah, Isti and Baccam, Prasith and Gurung, Heidi and Stage, Steven and Suchoski, Bradley and Budzinski, Jozef and Walraven, Robert and Villanueva, Inmaculada and Tucek, Vit and Smid, Martin and Zajicek, Milan and Perez Alvarez, Cesar and Reina, Borja and Bosse, Nikos I and Meakin, Sophie R and Castro, Lauren and Fairchild, Geoffrey and Michaud, Isaac and Osthus, Dave and Alaimo Di Loro, Pierfrancesco and Maruotti, Antonello and Eclerova, Veronika and Kraus, Andrea and Kraus, David and Pribylova, Lenka and Dimitris, Bertsimas and Li, Michael Lingzhi and Saksham, Soni and Dehning, Jonas and Mohr, Sebastian and Priesemann, Viola and Redlarski, Grzegorz and Bejar, Benjamin and Ardenghi, Giovanni and Parolini, Nicola and Ziarelli, Giovanni and Bock, Wolfgang and Heyder, Stefan and Hotz, Thomas and Singh, David E and Guzman-Merino, Miguel and Aznarte, Jose L and Morina, David and Alonso, Sergio and Alvarez, Enric and Lopez, Daniel and Prats, Clara and Burgard, Jan Pablo and Rodloff, Arne and Zimmermann, Tom and Kuhlmann, Alexander and Zibert, Janez and Pennoni, Fulvia and Divino, Fabio and Catala, Marti and Lovison, Gianfranco and Giudici, Paolo and Tarantino, Barbara and Bartolucci, Francesco and Jona Lasinio, Giovanna and Mingione, Marco and Farcomeni, Alessio and Srivastava, Ajitesh and Montero-Manso, Pablo and Adiga, Aniruddha and Hurt, Benjamin and Lewis, Bryan and Marathe, Madhav and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Bartczuk, Rafal P and Dreger, Filip and Gambin, Anna and Gogolewski, Krzysztof and Gruziel-Slomka, Magdalena and Krupa, Bartosz and Moszyński, Antoni and Niedzielewski, Karol and Nowosielski, Jedrzej and Radwan, Maciej and Rakowski, Franciszek and Semeniuk, Marcin and Szczurek, Ewa and Zielinski, Jakub and Kisielewski, Jan and Pabjan, Barbara and Holger, Kirsten and Kheifetz, Yuri and Scholz, Markus and Przemyslaw, Biecek and Bodych, Marcin and Filinski, Maciej and Idzikowski, Radoslaw and Krueger, Tyll and Ozanski, Tomasz and Bracher, Johannes and Funk, Sebastian}, year={2023}, month=Apr } @article{borchering2023impact, title={Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: a multi-model study}, volume={17}, ISSN={2667-193X}, url={http://dx.doi.org/10.1016/j.lana.2022.100398}, DOI={10.1016/j.lana.2022.100398}, journal={The Lancet Regional Health - 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Saksham and Bouardi, Hamza Tazi and Adee, Madeline and Ayer, Turgay and Chhatwal, Jagpreet and Dalgic, Ozden O. and Ladd, Mary A. and Linas, Benjamin P. and Mueller, Peter and Xiao, Jade and Bosch, Jurgen and Wilson, Austin and Zimmerman, Peter and Wang, Qinxia and Wang, Yuanjia and Xie, Shanghong and Zeng, Donglin and Bien, Jacob and Brooks, Logan and Green, Alden and Hu, Addison J. and Jahja, Maria and McDonald, Daniel and Narasimhan, Balasubramanian and Politsch, Collin and Rajanala, Samyak and Rumack, Aaron and Simon, Noah and Tibshirani, Ryan J. and Tibshirani, Rob and Ventura, Valerie and Wasserman, Larry and Drake, John M. and O’Dea, Eamon B. and Abu-Mostafa, Yaser and Bathwal, Rahil and Chang, Nicholas A. and Chitta, Pavan and Erickson, Anne and Goel, Sumit and Gowda, Jethin and Jin, Qixuan and Jo, HyeongChan and Kim, Juhyun and Kulkarni, Pranav and Lushtak, Samuel M. and Mann, Ethan and Popken, Max and Soohoo, Connor and Tirumala, Kushal and Tseng, Albert and Varadarajan, Vignesh and Vytheeswaran, Jagath and Wang, Christopher and Yeluri, Akshay and Yurk, Dominic and Zhang, Michael and Zlokapa, Alexander and Pagano, Robert and Jain, Chandini and Tomar, Vishal and Ho, Lam and Huynh, Huong and Tran, Quoc and Lopez, Velma K. and Walker, Jo W. and Slayton, Rachel B. and Johansson, Michael A. and Biggerstaff, Matthew and Reich, Nicholas G.}, year={2022}, month=Aug } @article{mehrab2022evaluating, title={Evaluating the Utility of High-Resolution Proximity Metrics in Predicting the Spread of COVID-19}, volume={8}, ISSN={2374-0361}, url={http://dx.doi.org/10.1145/3531006}, DOI={10.1145/3531006}, number={4}, journal={ACM Transactions on Spatial Algorithms and Systems}, publisher={Association for Computing Machinery (ACM)}, author={Mehrab, Zakaria and Adiga, Aniruddha and Marathe, Madhav V. and Venkatramanan, Srinivasan and Swarup, Samarth}, year={2022}, month=Dec, pages={1–51} } @article{truelove2022projected, title={Projected resurgence of COVID-19 in the United 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url={http://dx.doi.org/10.1659/mrd-journal-d-19-00069.1}, DOI={10.1659/mrd-journal-d-19-00069.1}, number={2}, journal={Mountain Research and Development}, publisher={International Mountain Society (IMS) and United Nations University}, author={Poudel, Anju Sharma and Shrestha, Bharat Babu and Joshi, Mohan Dev and Muniappan, Rangaswamy and Adiga, Abhijin and Venkatramanan, Srinivasan and Jha, Pramod Kumar}, year={2020}, month=Nov } @article{adiga2020mathematical, title={Mathematical Models for COVID-19 Pandemic: A Comparative Analysis}, volume={100}, ISSN={0019-4964}, url={http://dx.doi.org/10.1007/s41745-020-00200-6}, DOI={10.1007/s41745-020-00200-6}, number={4}, journal={Journal of the Indian Institute of Science}, publisher={Springer Science and Business Media LLC}, author={Adiga, Aniruddha and Dubhashi, Devdatt and Lewis, Bryan and Marathe, Madhav and Venkatramanan, Srinivasan and Vullikanti, Anil}, year={2020}, month=Oct, pages={793–807} } @article{adiga2020data, title={Data-Driven Modeling for Different Stages of Pandemic Response}, volume={100}, ISSN={0019-4964}, url={http://dx.doi.org/10.1007/s41745-020-00206-0}, DOI={10.1007/s41745-020-00206-0}, number={4}, journal={Journal of the Indian Institute of Science}, publisher={Springer Science and Business Media LLC}, author={Adiga, Aniruddha and Chen, Jiangzhuo and Marathe, Madhav and Mortveit, Henning and Venkatramanan, Srinivasan and Vullikanti, Anil}, year={2020}, month=Oct, pages={901–915} } @article{chen2020medical, title={Medical costs of keeping the US economy open during COVID-19}, volume={10}, ISSN={2045-2322}, url={http://dx.doi.org/10.1038/s41598-020-75280-6}, DOI={10.1038/s41598-020-75280-6}, number={1}, journal={Scientific Reports}, publisher={Springer Science and Business Media LLC}, author={Chen, Jiangzhuo and Vullikanti, Anil and Hoops, Stefan and Mortveit, Henning and Lewis, Bryan and Venkatramanan, Srinivasan and You, Wen and Eubank, Stephen and Marathe, Madhav and Barrett, Chris and Marathe, Achla}, year={2020}, month=Oct } @article{sambaturu2020automated, title={An Automated Approach for Finding Spatio-Temporal Patterns of Seasonal Influenza in the United States: Algorithm Validation Study}, volume={6}, ISSN={2369-2960}, url={http://dx.doi.org/10.2196/12842}, DOI={10.2196/12842}, number={3}, journal={JMIR Public Health and Surveillance}, publisher={JMIR Publications Inc.}, author={Sambaturu, Prathyush and Bhattacharya, Parantapa and Chen, Jiangzhuo and Lewis, Bryan and Marathe, Madhav and Venkatramanan, Srinivasan and Vullikanti, Anil}, year={2020}, month=Sept, pages={e12842} } @article{eubank2020commentary, title={Commentary on Ferguson, et al., “Impact of Non-pharmaceutical Interventions (NPIs) to Reduce COVID-19 Mortality and Healthcare Demand”}, volume={82}, ISSN={1522-9602}, url={http://dx.doi.org/10.1007/s11538-020-00726-x}, DOI={10.1007/s11538-020-00726-x}, number={4}, journal={Bulletin of Mathematical Biology}, publisher={Springer Science and Business Media LLC}, author={Eubank, S. and Eckstrand, I. and Lewis, B. and Venkatramanan, S. and Marathe, M. and Barrett, C. L.}, year={2020}, month=Apr } @article{telionis2020methods, title={Methods for Rapid Mobility Estimation to Support Outbreak Response}, volume={18}, ISSN={2326-5108}, url={http://dx.doi.org/10.1089/hs.2019.0101}, DOI={10.1089/hs.2019.0101}, number={1}, journal={Health Security}, publisher={SAGE Publications}, author={Telionis, Pyrros A. and Corbett, Patrick and Venkatramanan, Srinivasan and Lewis, Bryan}, year={2020}, month=Feb, pages={1–15} } @article{venkatramanan2020modeling, title={Modeling commodity flow in the context of invasive species spread: Study of Tuta absoluta in Nepal}, volume={135}, ISSN={0261-2194}, url={http://dx.doi.org/10.1016/j.cropro.2019.02.012}, DOI={10.1016/j.cropro.2019.02.012}, journal={Crop Protection}, publisher={Elsevier BV}, author={Venkatramanan, S. and Wu, S. and Shi, B. and Marathe, A. and Marathe, M. and Eubank, S. and Sah, L.P. and Giri, A.P. and Colavito, L.A. and Nitin, K.S. and Sridhar, V. and Asokan, R. and Muniappan, R. and Norton, G. and Adiga, A.}, year={2020}, month=Sept, pages={104736} } @article{venkatramanan2019optimizing, title={Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints}, volume={15}, ISSN={1553-7358}, url={http://dx.doi.org/10.1371/journal.pcbi.1007111}, DOI={10.1371/journal.pcbi.1007111}, number={9}, journal={PLOS Computational Biology}, publisher={Public Library of Science (PLoS)}, author={Venkatramanan, Srinivasan and Chen, Jiangzhuo and Fadikar, Arindam and Gupta, Sandeep and Higdon, Dave and Lewis, Bryan and Marathe, Madhav and Mortveit, Henning and Vullikanti, Anil}, editor={Viboud, Cecile}, year={2019}, month=Sept, pages={e1007111} } @article{fadikar2018calibrating, title={Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation}, volume={6}, ISSN={2166-2525}, url={http://dx.doi.org/10.1137/17m1161233}, DOI={10.1137/17m1161233}, number={4}, journal={SIAM/ASA Journal on Uncertainty Quantification}, publisher={Society for Industrial & Applied Mathematics (SIAM)}, author={Fadikar, Arindam and Higdon, Dave and Chen, Jiangzhuo and Lewis, Bryan and Venkatramanan, Srinivasan and Marathe, Madhav}, year={2018}, month=Jan, pages={1685–1706} } @article{ying2018user, title={User modeling and usage profiling based on temporal posting behavior in OSNs}, volume={8}, ISSN={2468-6964}, url={http://dx.doi.org/10.1016/j.osnem.2018.10.003}, DOI={10.1016/j.osnem.2018.10.003}, journal={Online Social Networks and Media}, publisher={Elsevier BV}, author={Ying, Qiu Fang and Chiu, Dah Ming and Venkatramanan, Srinivasan and Zhang, Xiaopeng}, year={2018}, month=Dec, pages={32–41} } @article{wu2021population, title={A Population Model for Academia: Case Study of the Computer Science Community Using DBLP Bibliography 1960-2016}, volume={9}, ISSN={2376-4562}, url={http://dx.doi.org/10.1109/tetc.2018.2855156}, DOI={10.1109/tetc.2018.2855156}, number={1}, journal={IEEE Transactions on Emerging Topics in Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Wu, Yan and Venkatramanan, Srinivasan and Chiu, Dah Ming}, year={2021}, month=Jan, pages={258–268} } @article{venkatramanan2018data, title={Using data-driven agent-based models for forecasting emerging infectious diseases}, volume={22}, ISSN={1755-4365}, url={http://dx.doi.org/10.1016/j.epidem.2017.02.010}, DOI={10.1016/j.epidem.2017.02.010}, journal={Epidemics}, publisher={Elsevier BV}, author={Venkatramanan, Srinivasan and Lewis, Bryan and Chen, Jiangzhuo and Higdon, Dave and Vullikanti, Anil and Marathe, Madhav}, year={2018}, month=Mar, pages={43–49} } @article{tabataba2017framework, title={A framework for evaluating epidemic forecasts}, volume={17}, ISSN={1471-2334}, url={http://dx.doi.org/10.1186/s12879-017-2365-1}, DOI={10.1186/s12879-017-2365-1}, number={1}, journal={BMC Infectious Diseases}, publisher={Springer Science and Business Media LLC}, author={Tabataba, Farzaneh Sadat and Chakraborty, Prithwish and Ramakrishnan, Naren and Venkatramanan, Srinivasan and Chen, Jiangzhuo and Lewis, Bryan and Marathe, Madhav}, year={2017}, month=May } @article{wu2016research, title={Research collaboration and topic trends in Computer Science based on top active authors}, volume={2}, ISSN={2376-5992}, url={http://dx.doi.org/10.7717/peerj-cs.41}, DOI={10.7717/peerj-cs.41}, journal={PeerJ Computer Science}, publisher={PeerJ}, author={Wu, Yan and Venkatramanan, Srinivasan and Chiu, Dah Ming}, year={2016}, month=Jan, pages={e41} } @article{venkatramanan2014evolution, title={Co-Evolution of Content Spread and Popularity in Mobile Opportunistic Networks}, volume={13}, ISSN={1536-1233}, url={http://dx.doi.org/10.1109/tmc.2014.2308517}, DOI={10.1109/tmc.2014.2308517}, number={11}, journal={IEEE Transactions on Mobile Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Venkatramanan, Srinivasan and Kumar, Anurag}, year={2014}, month=Nov, pages={2498–2509} } % -------------------------------------------------------------------- % Conference and Workshop Papers % -------------------------------------------------------------------- @article{kaur2026optimizing, title={Optimizing Wastewater Surveillance Sites for COVID-19 Hospitalization Forecasting Across U.S. States}, url={http://dx.doi.org/10.64898/2026.07.20.26358167}, DOI={10.64898/2026.07.20.26358167}, publisher={openRxiv}, author={Kaur, Gursharn and Chen, Jiangzhuo and Adiga, Abhijin and Adiga, Aniruddha and Espinoza, Baltazar and Lewis, Bryan and Marathe, Madhav and Venkatramanan, Srinivasan and Warren, Andrew and Vullikanti, Anil}, year={2026}, month=July } @misc{datta2026agentic, title={Agentic Framework for Epidemiological Modeling}, author={Datta, Rituparna and Guan, Zihan and Espinoza, Baltazar and Su, Yiqi and Pitre, Priya and Venkatramanan, Srini and Ramakrishnan, Naren and Vullikanti, Anil}, year={2026}, eprint={2602.00299}, archivePrefix={arXiv}, url={https://arxiv.org/abs/2602.00299} } @inproceedings{mutnuri2025causal, title={Causal Analysis of Graph Signals for Brain Effectome Inference}, url={http://dx.doi.org/10.1109/ieeeconf67917.2025.11443323}, DOI={10.1109/ieeeconf67917.2025.11443323}, booktitle={2025 59th Asilomar Conference on Signals, Systems, and Computers}, publisher={IEEE}, author={Mutnuri, Srikar and Adiga, Aniruddha and Venkatramanan, Srinivasan and Marathe, Madhav V.}, year={2025}, month=Oct, pages={1099–1103} } @inproceedings{mehrab2025agent, title={Agent-Based Social Simulation of Spatiotemporal Process-Triggered Graph Dynamical Systems}, url={http://dx.doi.org/10.1109/wsc68292.2025.11339082}, DOI={10.1109/wsc68292.2025.11339082}, booktitle={2025 Winter Simulation Conference (WSC)}, publisher={IEEE}, author={Mehrab, Zakaria and Ravi, S. S. and Mortveit, Henning and Venkatramanan, Srinivasan and Swarup, Samarth and Lewis, Bryan and Leblang, David and Marathe, Madhav}, year={2025}, month=Dec, pages={163–174} } @inproceedings{mehrab2025hazard, series={IJCAI-2025}, title={Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine}, url={http://dx.doi.org/10.24963/ijcai.2025/1091}, DOI={10.24963/ijcai.2025/1091}, booktitle={Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Mehrab, Zakaria and Ravi, S.S. and Stundal, Logan and Swarup, Samarth and Venkatramanan, Srini and Lewis, Bryan and Mortveit, Henning and Leblang, David and Marathe, Madhav V.}, year={2025}, month=Sept, pages={9818–9826}, collection={IJCAI-2025} } @inproceedings{mutnuri2025causala, title={Causal Analysis of Graph Signals for Brain Effectome Inference}, url={http://dx.doi.org/10.1109/ieeeconf67917.2025.11443323}, DOI={10.1109/ieeeconf67917.2025.11443323}, booktitle={2025 59th Asilomar Conference on Signals, Systems, and Computers}, publisher={IEEE}, author={Mutnuri, Srikar and Adiga, Aniruddha and Venkatramanan, Srinivasan and Marathe, Madhav V.}, year={2025}, month=Oct, pages={1099–1103} } @inproceedings{moon2024agent, title={Agent-Based Simulation Framework for Multi-Variant Surveillance}, url={http://dx.doi.org/10.1109/wsc63780.2024.10838920}, DOI={10.1109/wsc63780.2024.10838920}, booktitle={2024 Winter Simulation Conference (WSC)}, publisher={IEEE}, author={Moon, Sifat Afroj and Chen, Jiangzhuo and Espinoza, Baltazar and Lewis, Bryan and Marathe, Madhav and Outten, Joseph and Venkatramanan, Srinivasan and Vullikanti, Anil and Warren, Andrew}, year={2024}, month=Dec, pages={276–287} } @inproceedings{nachison2024vishn, title={VISHN: Viral Load and Immunity Simulation on a Host Network}, author={Nachison, Jeremy and Venkatramanan, Srinivasan}, booktitle={Annual Modeling and Simulation Conference (ANNSIM)}, year={2024}, doi={10.22360/ANNSIM.2024.HM.193}, url={https://dl.acm.org/doi/10.22360/ANNSIM.2024.HM.193} } @inproceedings{mehrab2024network, series={AAMAS ’04}, title={Network Agency: An Agent-based Model of Forced Migration from Ukraine}, ISSN={1558-2914}, url={http://dx.doi.org/10.65109/wckt4078}, DOI={10.65109/wckt4078}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1}, publisher={IEEE Computer Society}, author={Mehrab, Zakaria and Stundal, Logan and Swarup, Samarth and Venaktramanan, Srinivasan and Lewis, Bryan and Mortveit, Henning and Barrett, Christopher and Pandey, Abhishek and Wells, Chad and Galvani, Alison and Singer, Burton and Leblang, David and Colwell, Rita and Marathe, Madhav}, year={2024}, month=May, pages={1372–1380}, collection={AAMAS ’04} } @article{mehrab2024generalizable, title={A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration}, volume={38}, ISSN={2159-5399}, url={http://dx.doi.org/10.1609/aaai.v38i21.30345}, DOI={10.1609/aaai.v38i21.30345}, number={21}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Mehrab, Zakaria and Stundal, Logan and Venkatramanan, Srinivasan and Swarup, Samarth and Lewis, Bryan Leroy and Mortveit, Henning S. and Barrett, Christopher L. and Pandey, Abhishek and Wells, Chad R. and Galvani, Alison P. and Singer, Burton H. and Moghadas, Seyed M. and Leblang, David and Colwell, Rita R. and Marathe, Madhav V.}, year={2024}, month=Mar, pages={23027–23033} } @inproceedings{adiga2023multi, title={A Multi-Team Multi-Model Collaborative Covid-19 Forecasting Hub for India}, url={http://dx.doi.org/10.1109/wsc60868.2023.10407748}, DOI={10.1109/wsc60868.2023.10407748}, booktitle={2023 Winter Simulation Conference (WSC)}, publisher={IEEE}, author={Adiga, Aniruddha and Hurt, Benjamin and Kaur, Gursharn and Lewis, Bryan and Marathe, Madhav and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Dukkipati, Ambedkar and Gracious, Tony and Gupta, Shubham and Rathod, Nihesh and Sundaresan, Rajesh and Yasodharan, Sarath and Bhimala, Kantha Rao and Mudkavi, Vidyadhar and Patra, Gopal Krishna and Athreya, Siva}, year={2023}, month=Dec, pages={994–1005} } @article{adiga2023phase, title={Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts}, volume={37}, ISSN={2159-5399}, url={http://dx.doi.org/10.1609/aaai.v37i13.26855}, DOI={10.1609/aaai.v37i13.26855}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Adiga, Aniruddha and Kaur, Gursharn and Wang, Lijing and Hurt, Benjamin and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Lewis, Bryan and Marathe, Madhav V.}, year={2023}, month=June, pages={15647–15653} } @inproceedings{adiga2022enhancing, title={Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources}, url={http://dx.doi.org/10.1109/bigdata55660.2022.10020579}, DOI={10.1109/bigdata55660.2022.10020579}, booktitle={2022 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Adiga, Aniruddha and Kaur, Gursharn and Hurt, Benjamin and Wang, Lijing and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Lewis, Bryan and Marathe, Madhav}, year={2022}, month=Dec, pages={1594–1603} } @inproceedings{chen2022effective, series={KDD ’22}, title={Effective Social Network-Based Allocation of COVID-19 Vaccines}, url={http://dx.doi.org/10.1145/3534678.3542673}, DOI={10.1145/3534678.3542673}, booktitle={Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining}, publisher={ACM}, author={Chen, Jiangzhuo and Hoops, Stefan and Marathe, Achla and Mortveit, Henning and Lewis, Bryan and Venkatramanan, Srinivasan and Haddadan, Arash and Bhattacharya, Parantapa and Adiga, Abhijin and Vullikanti, Anil and Srinivasan, Aravind and Wilson, Mandy L. and Ehrlich, Gal and Fenster, Maier and Eubank, Stephen and Barrett, Christopher and Marathe, Madhav}, year={2022}, month=Aug, pages={4675–4683}, collection={KDD ’22} } @inproceedings{rajuladevi2022impact, title={Impact of Seeding and Spatial Heterogeneity on Metapopulation Disease Dynamics}, author={Rajuladevi, Rohit Srinivas and Marathe, Madhav and Porebski, Przemyslaw and Venkatramanan, Srinivasan}, booktitle={epiDAMIK 5.0: The 5th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery, co-held with ACM SIGKDD}, year={2022}, url={https://openreview.net/forum?id=uYuafV_Kz0} } @article{wang2022causalgnn, title={CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting}, volume={36}, ISSN={2159-5399}, url={http://dx.doi.org/10.1609/aaai.v36i11.21479}, DOI={10.1609/aaai.v36i11.21479}, number={11}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Wang, Lijing and Adiga, Aniruddha and Chen, Jiangzhuo and Sadilek, Adam and Venkatramanan, Srinivasan and Marathe, Madhav}, year={2022}, month=June, pages={12191–12199} } @inproceedings{bhattacharya2021driven, title={AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US}, url={http://dx.doi.org/10.1109/bigdata52589.2021.9671811}, DOI={10.1109/bigdata52589.2021.9671811}, booktitle={2021 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Bhattacharya, Parantapa and Machi, Dustin and Chen, Jiangzhuo and Hoops, Stefan and Lewis, Bryan and Mortveit, Henning and Venkatramanan, Srinivasan and Wilson, Mandy L. and Marathe, Achla and Porebski, Przemyslaw and Klahn, Brian and Outten, Joseph and Vullikanti, Anil and Xie, Dawen and Adiga, Abhijin and Brown, Shawn and Barrett, Christopher and Marathe, Madhav}, year={2021}, month=Dec, pages={1566–1574} } @inproceedings{hoops2021high, title={High Performance Agent-Based Modeling to Study Realistic Contact Tracing Protocols}, url={http://dx.doi.org/10.1109/wsc52266.2021.9715382}, DOI={10.1109/wsc52266.2021.9715382}, booktitle={2021 Winter Simulation Conference (WSC)}, publisher={IEEE}, author={Hoops, Stefan and Chen, Jiangzhuo and Adiga, Abhijin and Lewis, Bryan and Mortveit, Henning and Baek, Hannah and Wilson, Mandy and Xie, Dawen and Swarup, Samarth and Venkatramanan, Srinivasan and Crow, Justin and Diskin, Elena and Levine, Seth and Tazelaar, Helen and Rossheim, Brooke and Ghaemmaghami, Chris and Early, Rebecca and Barrett, Chris and Marathe, Madhav V. and Price, Carter}, year={2021}, month=Dec, pages={1–12} } @inproceedings{adiga2021all, series={KDD ’21}, title={All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting}, url={http://dx.doi.org/10.1145/3447548.3467197}, DOI={10.1145/3447548.3467197}, booktitle={Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining}, publisher={ACM}, author={Adiga, Aniruddha and Wang, Lijing and Hurt, Benjamin and Peddireddy, Akhil and Porebski, Przemyslaw and Venkatramanan, Srinivasan and Lewis, Bryan Leroy and Marathe, Madhav}, year={2021}, month=Aug, pages={2505–2513}, collection={KDD ’21} } @inproceedings{talekar2021cohorting, series={AAMAS ’04}, title={Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway}, ISSN={1558-2914}, url={http://dx.doi.org/10.65109/iqsr2543}, DOI={10.65109/iqsr2543}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1}, publisher={IEEE Computer Society}, author={Talekar, Alok and Shriram, Sharad and Vaidhiyan, Nidhin and Aggarwal, Gaurav and Chen, Jiangzhuo and Venkatramanan, Srini and Wang, Lijing and Adiga, Aniruddha and Sadilek, Adam and Tendulkar, Ashish and Marathe, Madhav and Sundaresan, Rajesh and Tambe, Milind}, year={2021}, month=May, pages={1680–1682}, collection={AAMAS ’04} } @inproceedings{machi2021scalable, title={Scalable Epidemiological Workflows to Support COVID-19 Planning and Response}, url={http://dx.doi.org/10.1109/ipdps49936.2021.00072}, DOI={10.1109/ipdps49936.2021.00072}, booktitle={2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)}, publisher={IEEE}, author={Machi, Dustin and Bhattacharya, Parantapa and Hoops, Stefan and Chen, Jiangzhuo and Mortveit, Henning and Venkatramanan, Srinivasan and Lewis, Bryan and Wilson, Mandy and Fadikar, Arindam and Maiden, Tom and Barrett, Christopher L. and Marathe, Madhav V.}, year={2021}, month=May, pages={639–650} } @article{wang2020mobility, title={Using Mobility Data to Understand and Forecast COVID19 Dynamics}, url={http://dx.doi.org/10.1101/2020.12.13.20248129}, DOI={10.1101/2020.12.13.20248129}, publisher={openRxiv}, author={Wang, Lijing and Ben, Xue and Adiga, Aniruddha and Sadilek, Adam and Tendulkar, Ashish and Venkatramanan, Srinivasan and Vullikanti, Anil and Aggarwal, Gaurav and Talekar, Alok and Chen, Jiangzhuo and Lewis, Bryan Leroy and Swarup, Samarth and Kapoor, Amol and Tambe, Milind and Marathe, Madhav}, year={2020}, month=Dec } @inproceedings{wang2020examining, title={Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting}, url={http://dx.doi.org/10.1109/bigdata50022.2020.9377904}, DOI={10.1109/bigdata50022.2020.9377904}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Wang, Lijing and Adiga, Aniruddha and Venkatramanan, Srinivasan and Chen, Jiangzhuo and Lewis, Bryan and Marathe, Madhav}, year={2020}, month=Dec, pages={3846–3855} } @inproceedings{peddireddy2020operationalizing, title={From 5Vs to 6Cs: Operationalizing Epidemic Data Management with COVID-19 Surveillance}, url={http://dx.doi.org/10.1109/bigdata50022.2020.9378435}, DOI={10.1109/bigdata50022.2020.9378435}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Peddireddy, Akhil Sai and Xie, Dawen and Patil, Pramod and Wilson, Mandy L. and Machi, Dustin and Venkatramanan, Srinivasan and Klahn, Brian and Porebski, Przemyslaw and Bhattacharya, Parantapa and Dumbre, Shirish and Raymond, Erin and Marathe, Madhav}, year={2020}, month=Dec, pages={1380–1387} } @inproceedings{sambaturu2020designing, series={AAMAS ’04}, title={Designing Effective and Practical Interventions to Contain Epidemics}, ISSN={1558-2914}, url={http://dx.doi.org/10.65109/pspi3193}, DOI={10.65109/pspi3193}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1}, publisher={IEEE Computer Society}, author={Sambaturu, Prathyush and Adhikari, Bijaya and Prakash, B. Aditya and Venkatramanan, Srinivasan and Vullikanti, Anil}, year={2020}, month=May, pages={1187–1195}, collection={AAMAS ’04} } @inbook{nath2018network, title={Using Network Reliability to Understand International Food Trade Dynamics}, ISBN={9783030054113}, ISSN={1860-9503}, url={http://dx.doi.org/10.1007/978-3-030-05411-3_43}, DOI={10.1007/978-3-030-05411-3_43}, booktitle={Complex Networks and Their Applications VII}, publisher={Springer International Publishing}, author={Nath, Madhurima and Venkatramanan, Srinivasan and Kaperick, Bryan and Eubank, Stephen and Marathe, Madhav V. and Marathe, Achla and Adiga, Abhijin}, year={2018}, month=Dec, pages={524–535} } @inproceedings{ying2018profiling, series={WWW ’18}, title={Profiling OSN Users Based on Temporal Posting Patterns}, url={http://dx.doi.org/10.1145/3184558.3191592}, DOI={10.1145/3184558.3191592}, booktitle={Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW ’18}, publisher={ACM Press}, author={Ying, Qiu Fang and Chiu, Dah Ming and Venkatramanan, Srinivasan and Zhang, Xiaopeng}, year={2018}, pages={1451–1456}, collection={WWW ’18} } @inproceedings{venkatramanan2017robust, title={Towards robust models of food flows and their role in invasive species spread}, url={http://dx.doi.org/10.1109/bigdata.2017.8257955}, DOI={10.1109/bigdata.2017.8257955}, booktitle={2017 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Venkatramanan, Srinivasan and Wu, Sichao and Shi, Bowen and Marathe, Achla and Marathe, Madhav and Eubank, Stephen and Sah, Lalit P. and Giri, A. P. and Colavito, Luke A. and Nitin, K. S. and Sridhar, V. and Asokan, R. and Muniappan, Rangaswamy and Norton, G. and Adiga, Abhijin}, year={2017}, month=Dec, pages={435–444} } @inproceedings{tabataba2017epidemic, title={Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering}, url={http://dx.doi.org/10.1109/icdm.2017.145}, DOI={10.1109/icdm.2017.145}, booktitle={2017 IEEE International Conference on Data Mining (ICDM)}, publisher={IEEE}, author={Tabataba, Farzaneh S. and Lewis, Bryan and Hosseinipour, Milad and Tabataba, Foroogh S. and Venkatramanan, Srinivasan and Chen, Jiangzhuo and Higdon, Dave and Marathe, Madhav}, year={2017}, month=Nov, pages={1099–1104} } @inproceedings{venkatramanan2017spatio, title={Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of Influenza}, url={http://dx.doi.org/10.1109/ichi.2017.83}, DOI={10.1109/ichi.2017.83}, booktitle={2017 IEEE International Conference on Healthcare Informatics (ICHI)}, publisher={IEEE}, author={Venkatramanan, Srinivasan and Chen, Jiangzhuo and Gupta, Sandeep and Lewis, Bryan and Marathe, Madhav and Mortveit, Henning and Vullikanti, Anil}, year={2017}, month=Aug, pages={134–143} } @inproceedings{wu2016get, series={WWW ’16 Companion}, title={Get To the Top and Stay There: A Study of Citation Rank Dynamics in Academia}, url={http://dx.doi.org/10.1145/2872518.2890519}, DOI={10.1145/2872518.2890519}, booktitle={Proceedings of the 25th International Conference Companion on World Wide Web - WWW ’16 Companion}, publisher={ACM Press}, author={Wu, Yan and Venkat, Srini and Chiu, Dah Ming}, year={2016}, pages={431–436}, collection={WWW ’16 Companion} } @inproceedings{adiga2016delay, title={To delay or not: Temporal vaccination games on networks}, url={http://dx.doi.org/10.1109/infocom.2016.7524351}, DOI={10.1109/infocom.2016.7524351}, booktitle={IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications}, publisher={IEEE}, author={Adiga, Abhijin and Venkat, Srini and Vullikanti, Anil}, year={2016}, month=Apr, pages={1–9} } @inproceedings{wu2015research, series={WWW ’15}, title={Research Collaboration and Topic Trends in Computer Science: An Analysis Based on UCP Authors}, url={http://dx.doi.org/10.1145/2740908.2742015}, DOI={10.1145/2740908.2742015}, booktitle={Proceedings of the 24th International Conference on World Wide Web}, publisher={ACM}, author={Wu, Yan and Venkatramanan, Srinivasan and Chiu, Dah Ming}, year={2015}, month=May, pages={1045–1050}, collection={WWW ’15} } @inproceedings{ying2015modeling, series={WWW ’15}, title={Modeling and Analysis of Scholar Mobility on Scientific Landscape}, url={http://dx.doi.org/10.1145/2740908.2741737}, DOI={10.1145/2740908.2741737}, booktitle={Proceedings of the 24th International Conference on World Wide Web}, publisher={ACM}, author={Ying, Qiu Fang and Venkatramanan, Srinivasan and Chiu, Dah Ming}, year={2015}, month=May, pages={609–614}, collection={WWW ’15} } @inproceedings{venkatramanan2014competition, title={Competition for content spread over multiple social networks}, url={http://dx.doi.org/10.1109/comsnets.2014.6734937}, DOI={10.1109/comsnets.2014.6734937}, booktitle={2014 Sixth International Conference on Communication Systems and Networks (COMSNETS)}, publisher={IEEE}, author={Venkatramanan, Srinivasan and Kumar, Anurag}, year={2014}, month=Jan, pages={1–6} } @inproceedings{altman2013competition, series={ASONAM ’13}, title={Competition over timeline in social networks}, url={http://dx.doi.org/10.1145/2492517.2500243}, DOI={10.1145/2492517.2500243}, booktitle={Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining}, publisher={ACM}, author={Altman, Eitan and Kumar, Parmod and Venkatramanan, Srinivasan and Kumar, Anurag}, year={2013}, month=Aug, pages={1352–1357}, collection={ASONAM ’13} } @inproceedings{venkatramanan2012evolution, title={Co-evolution of content popularity and delivery in mobile P2P networks}, url={http://dx.doi.org/10.1109/infcom.2012.6195748}, DOI={10.1109/infcom.2012.6195748}, booktitle={2012 Proceedings IEEE INFOCOM}, publisher={IEEE}, author={Venkatramanan, Srinivasan and Kumar, Anurag}, year={2012}, month=Mar, pages={3006–3010} } @inproceedings{venkatramanan2011information, title={Information dissemination in socially aware networks under the linear threshold model}, url={http://dx.doi.org/10.1109/ncc.2011.5734787}, DOI={10.1109/ncc.2011.5734787}, booktitle={2011 National Conference on Communications (NCC)}, publisher={IEEE}, author={Venkatramanan, Srinivasan and Kumar, Anurag}, year={2011}, month=Jan, pages={1–5} } % -------------------------------------------------------------------- % Technical Reports and Preprints % -------------------------------------------------------------------- @article{davis2026multi, title={Multi-season evaluation and analysis of categorical trend forecasts of influenza hospital admissions in the United States}, author={Davis, Jessica T. and Kaur, Gursharn and Hines, Annabella and Ben-Nun, Michal and Venkatramanan, Srinivasan and Brooks, Logan and Mathis, Sarabeth and Ajelli, Marco and Litvinova, Maria and Kummer, Allisandra G. and Ventura, Paulo Cesar and Mhade, Shreeya and Weber, David and Shemetov, Dmitry and DeFries, Nat and McDonald, Daniel J. and Yamana, Teresa and Zepeda-Tello, Rodrigo and Shaman, Jeffrey and Yaari, Rami and Pei, Sen and Webber, Alexander and Shandross, Li and Ray, Evan and Wadsworth, Spencer and Niemi, Jarad and Redman, William T. and Mullany, Luke and Posner, Richard and Mallela, Abhishek and Lin, Yen Ting and Hlavacek, William S. and Smart, Adam and Gill, Amir Aman and Drennan, Avery and Fiebiger, Bria Jayde and Miller, Ely Finn and Lee, Jaechoul and Mihaljevic, Joseph R. and Geist, Kylie Ann and Baltz, Maya and Bernik, Ozbej and Truong, Y-Minh B. and Chen, Ye and Grosvenor, Colin James and Santillana, Mauricio and Djorno, Candice and Lu, Jiecheng and Yang, Shihao and Lu, Fred and Clemente, Leonardo and Meyer, Austin G. and Bay, Clara and Urbinati, Alessandra and Gozzi, Nicolo and Chinazzi, Matteo and Ueda, Minami and Moghaddas, Nima and LeWinter, Remy and Venturini, Sara and Fiandrino, Stefania and Vespignani, Alessandro and Fox, Spencer J. and Suez, Ehsan and Salcedo, Mariah and Prabhakar, Rajath and Case, B. K. M. and Perofsky, Amanda and Viboud, Cecile and Turtle, James and Nagraj, VP and Benefield, Amy and Williams, Desiree and Gibson, Graham C. and Meyers, Lauren and Thommes, Edward and van Bommel, Christopher and Loster, Rhiannon and Longaou, Benjamin Benteke and Cojocaru, Monica and Yue, Pengfei and Rodriguez, Alexander and Li, Ruipu and Potnis, Sonika and Reich, Nicholas G. and Robacker, Thomas and Lemaitre, Joseph and Adiga, Aniruddha and Lewis, Bryan and Marathe, Madhav and Mandal, Nibir Chandra and Turner, Stephen D. and Ramakrishnan, Naren and Su, Yiqi and Johansson, Michael and Biggerstaff, Matthew and Borchering, Rebecca K.}, year={2026}, publisher={openRxiv}, doi={10.64898/2026.08.31.26361843}, url={https://www.medrxiv.org/content/10.64898/2026.08.31.26361843v1}, note={medRxiv preprint} } @misc{adiga2026epiflow, title={EpiFlow: A framework for improving the utility of wastewater signals for disease forecasting}, author={Adiga, Aniruddha and Chou, Jingyuan and Kaur, Gursharn and Warren, Andrew and Venkatramanan, Srinivasan and Espinoza, Baltazar and Lewis, Bryan and Crow, Justin and Lorentz, Alexandra and Singh, Rekha and Marathe, Madhav}, year={2026}, eprint={2608.06671}, archivePrefix={arXiv}, url={https://arxiv.org/abs/2608.06671} } @misc{datta2026epinarrate, title={EpiNarrate: Agentic Generation of Grounded Narratives from Epidemiological Scenario Projections}, author={Datta, Rituparna and Venkatramanan, Srini and Lewis, Bryan L. and Su, Yiqi and Hochheiser, Harry and Contamin, Lucie and Bhattacharya, Parantapa and Ramakrishnan, Naren and Vullikanti, Anil}, year={2026}, eprint={2607.15544}, archivePrefix={arXiv}, url={https://arxiv.org/abs/2607.15544} } @misc{adiga2026idobe, title={IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem}, author={Adiga, Aniruddha and Chou, Jingyuan and Chiranth, Anshul and Lewis, Bryan and Bento, Ana I. and Truelove, Shaun and Fox, Geoffrey and Marathe, Madhav and Hochheiser, Harry and Venkatramanan, Srini}, year={2026}, eprint={2604.18521}, archivePrefix={arXiv}, url={https://arxiv.org/abs/2604.18521} } @article{nande2026assessing, title={Assessing the Impact of Timing and Coverage of United States COVID-19 Vaccination Campaigns: A Multi-Model Approach}, url={http://dx.doi.org/10.64898/2026.04.07.26349269}, DOI={10.64898/2026.04.07.26349269}, publisher={openRxiv}, author={Nande, Anjalika and Larsen, Soren L and Turtle, James and Davis, Jessica T. and Bandekar, Shraddha Ramdas and Lewis, Bryan and Chen, Shi and Contamin, Lucie and Jung, Sung-mok and Howerton, Emily and Shea, Katriona and Bay, Clara and Ben-Nun, Michal and Bi, Kaiming and Bouchnita, Anass and Chen, Jiangzhuo and Chinazzi, Matteo and Fox, Spencer J. and Hill, Alison L. and Hochheiser, Harry and Lemaitre, Joseph C. and Loo, Sara L. and Marathe, Madhav and Meyers, Lauren Ancel and Pearson, Carl A. B. and Porebski, Przemyslaw and Przykucki, Emily and Smith, Claire P. and Venkatramanan, Srinivasan and Vespignani, Alessandro and Willard, Timothy C. and Yan, Katie and Viboud, Cecile and Lessler, Justin and Truelove, Shaun}, year={2026}, month=Apr } @article{venkatramanan2022utility, title={Utility of human judgment ensembles during times of pandemic uncertainty: A case study during the COVID-19 Omicron BA.1 wave in the USA}, url={http://dx.doi.org/10.1101/2022.10.12.22280997}, DOI={10.1101/2022.10.12.22280997}, publisher={openRxiv}, author={Venkatramanan, Srinivasan and Cambeiro, Juan and Liptay, Tom and Lewis, Bryan and Orr, Mark and Dempsey, Gaia and Telionis, Alex and Crow, Justin and Barrett, Chris and Marathe, Madhav}, year={2022}, month=Oct } @article{adiga2022impact, title={IMPACT OF WEEKNIGHT AND WEEKEND CURFEWS USING MOBILITY DATA: A CASE STUDY OF BENGALURU URBAN}, url={http://dx.doi.org/10.1101/2022.01.26.22269903}, DOI={10.1101/2022.01.26.22269903}, publisher={openRxiv}, author={Adiga, Aniruddha and Athreya, Siva and Marathe, Madhav and Midthala, Jagadish and Rathod, Nihesh and Sundaresan, Rajesh and Venkataramanan, Srinivasan and Yasodharan, Sarath}, year={2022}, month=Jan } @article{pilehvari2021differential, title={Differential Impact of Social Distancing on COVID-19 Spread in the U.S.: By Rurality and Social Vulnerability}, url={http://dx.doi.org/10.21203/rs.3.rs-798357/v1}, DOI={10.21203/rs.3.rs-798357/v1}, publisher={Research Square Platform LLC}, author={Pilehvari, Asal and You, Wen and Chen, Jiangzhuo and Krulick, John and Venkatramanan, Srini and Marathe, Achla}, year={2021}, month=Sept } @article{adiga2021strategies, title={Strategies to Mitigate COVID-19 Resurgence Assuming Immunity Waning: A Study for Karnataka, India}, url={http://dx.doi.org/10.1101/2021.05.26.21257836}, DOI={10.1101/2021.05.26.21257836}, publisher={openRxiv}, author={Adiga, Aniruddha and Athreya, Siva and Lewis, Bryan and Marathe, Madhav V. and Rathod, Nihesh and Sundaresan, Rajesh and Swarup, Samarth and Venkatramanan, Srinivasan and Yasodharan, Sarath}, year={2021}, month=May } @article{chen2021prioritizing, title={Prioritizing allocation of COVID-19 vaccines based on social contacts increases vaccination effectiveness}, url={http://dx.doi.org/10.1101/2021.02.04.21251012}, DOI={10.1101/2021.02.04.21251012}, publisher={openRxiv}, author={Chen, Jiangzhuo and Hoops, Stefan and Marathe, Achla and Mortveit, Henning and Lewis, Bryan and Venkatramanan, Srinivasan and Haddadan, Arash and Bhattacharya, Parantapa and Adiga, Abhijin and Vullikanti, Anil and Srinivasan, Aravind and Wilson, Mandy L and Ehrlich, Gal and Fenster, Maier and Eubank, Stephen and Barrett, Christopher and Marathe, Madhav}, year={2021}, month=Feb } @article{mehrab2020high, title={High resolution proximity statistics as early warning for US universities reopening during COVID-19}, url={http://dx.doi.org/10.1101/2020.11.21.20236042}, DOI={10.1101/2020.11.21.20236042}, publisher={openRxiv}, author={Mehrab, Zakaria and Ranga, Akhilandeshwari Goud and Sarkar, Debarati and Venkatramanan, Srinivasan and Baek, Youngyun Chung and Swarup, Samarth and Marathe, Madhav V.}, year={2020}, month=Nov } @article{wu2020predicting, title={Predicting Onset of COVID-19 with Mobility-Augmented SEIR Model}, url={http://dx.doi.org/10.1101/2020.07.27.20159996}, DOI={10.1101/2020.07.27.20159996}, publisher={openRxiv}, author={Wu, Neo and Ben, Xue and Green, Bradley and Rough, Kathryn and Venkatramanan, Srinivasan and Marathe, Madhav and Eastham, Paul and Sadilek, Adam and O’Banion, Shawn}, year={2020}, month=July } @article{adiga2020interplay, title={Interplay of global multi-scale human mobility, social distancing, government interventions, and COVID-19 dynamics}, url={http://dx.doi.org/10.1101/2020.06.05.20123760}, DOI={10.1101/2020.06.05.20123760}, publisher={openRxiv}, author={Adiga, Aniruddha and Wang, Lijing and Sadilek, Adam and Tendulkar, Ashish and Venkatramanan, Srinivasan and Vullikanti, Anil and Aggarwal, Gaurav and Talekar, Alok and Ben, Xue and Chen, Jiangzhuo and Lewis, Bryan and Swarup, Samarth and Tambe, Milind and Marathe, Madhav}, year={2020}, month=June } @article{adiga2020evaluating, title={Evaluating the impact of international airline suspensions on the early global spread of COVID-19}, url={http://dx.doi.org/10.1101/2020.02.20.20025882}, DOI={10.1101/2020.02.20.20025882}, publisher={openRxiv}, author={Adiga, Aniruddha and Venkatramanan, Srinivasan and Schlitt, James and Peddireddy, Akhil and Dickerman, Allan and Bura, Andrei and Warren, Andrew and Klahn, Brian D and Mao, Chunhong and Xie, Dawen and Machi, Dustin and Raymond, Erin and Meng, Fanchao and Barrow, Golda and Mortveit, Henning and Chen, Jiangzhuo and Walke, Jim and Goldstein, Joshua and Wilson, Mandy L and Orr, Mark and Porebski, Przemyslaw and Telionis, Pyrros A and Beckman, Richard and Hoops, Stefan and Eubank, Stephen and Baek, Young Yun and Lewis, Bryan and Marathe, Madhav and Barrett, Chris}, year={2020}, month=Feb } @techreport{heinrichs2017pest, title={Pest Risk Assessment of the Fall Armyworm, Spodoptera frugiperda in Egypt}, author={Heinrichs, E. A. and Sidhu, Jaspreet and Muniappan, R. and Fayad, Amer and Adiga, Abhijin and Marathe, Achla and Mcnitt, Joseph and Venkatramanan, Srinivasan}, institution={Feed the Future Innovation Lab for Integrated Pest Management, Virginia Tech}, year={2017}, note={USAID award AID-OAA-L-15-00001}, url={https://web.archive.org/web/20210525151428/https://ipmil.cired.vt.edu/wp-content/uploads/2018/03/Egypt-FAW-Risk-Assessment-12-14-17.pdf} } @misc{venkatramanan2014influence, title={Influence Spread in Social Networks: A Study via a Fluid Limit of the Linear Threshold Model}, author={Venkatramanan, Srinivasan and Kumar, Anurag}, year={2014}, eprint={1405.7096}, archivePrefix={arXiv}, url={https://arxiv.org/abs/1405.7096} } @misc{venkatramanan2010new, title={New Insights from an Analysis of Social Influence Networks under the Linear Threshold Model}, author={Venkatramanan, Srinivasan and Kumar, Anurag}, year={2010}, eprint={1002.1335}, archivePrefix={arXiv}, url={https://arxiv.org/abs/1002.1335} }