Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe by Flaxman, Seth, Mishra, Swapnil, Gandy, Axel, Unwin, H. Juliette T., Mellan, Thomas A., Coupland, Helen, Whittaker, Charles, Zhu, Harrison, Berah, Tresnia, Eaton, Jeffrey W., Monod, Mélodie, Ghani, Azra C., Donnelly, Christl A., Riley, Steven, Vollmer, Michaela A. C., Ferguson, Neil M., Okell, Lucy C., Bhatt, Samir

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State-level tracking of COVID-19 in the United States by Unwin, H. Juliette T., Mishra, Swapnil, Bradley, Valerie C., Gandy, Axel, Mellan, Thomas A., Coupland, Helen, Ish-Horowicz, Jonathan, Vollmer, Michaela A. C., Whittaker, Charles, Filippi, Sarah L., Xi, Xiaoyue, Monod, Mélodie, Ratmann, Oliver, Hutchinson, Michael, Valka, Fabian, Zhu, Harrison, Hawryluk, Iwona, Milton, Philip, Ainslie, Kylie E. C., Baguelin, Marc, Boonyasiri, Adhiratha, Brazeau, Nick F., Cattarino, Lorenzo, Cucunuba, Zulma, Cuomo-Dannenburg, Gina, Dorigatti, Ilaria, Eales, Oliver D., Eaton, Jeffrey W., van Elsland, Sabine L., FitzJohn, Richard G., Gaythorpe, Katy A. M., Green, William, Hinsley, Wes, Jeffrey, Benjamin, Knock, Edward, Laydon, Daniel J., Lees, John, Nedjati-Gilani, Gemma, Nouvellet, Pierre, Okell, Lucy, Parag, Kris V., Siveroni, Igor, Thompson, Hayley A., Walker, Patrick, Walters, Caroline E., Watson, Oliver J., Whittles, Lilith K., Ghani, Azra C., Ferguson, Neil M., Riley, Steven, Donnelly, Christl A., Bhatt, Samir, Flaxman, Seth

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Social contact patterns and implications for infectious disease transmission - a systematic review and meta-analysis of contact surveys by Mousa, Andria, Winskill, Peter, Watson, Oliver John, Ratmann, Oliver, Monod, Mélodie, Ajelli, Marco, Diallo, Aldiouma, Dodd, Peter J, Grijalva, Carlos G, Kiti, Moses Chapa, Krishnan, Anand, Kumar, Rakesh, Kumar, Supriya, Kwok, Kin O, Lanata, Claudio F, de Waroux, Olivier Le Polain, Leung, Kathy, Mahikul, Wiriya, Melegaro, Alessia, Morrow, Carl D, Mossong, Joël, Neal, Eleanor Fg, Nokes, D James, Pan-Ngum, Wirichada, Potter, Gail E, Russell, Fiona M, Saha, Siddhartha, Sugimoto, Jonathan D, Wei, Wan In, Wood, Robin R, Wu, Joseph, Zhang, Juanjuan, Walker, Patrick, Whittaker, Charles

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Regularised B-splines Projected Gaussian Process Priors to Estimate Time-trends in Age-specific COVID-19 Deaths by Monod, Mélodie, Blenkinsop, Alexandra, Brizzi, Andrea, Chen, Yu, Cardoso Correia Perello, Carlos, Jogarah, Vidoushee, Wang, Yuanrong, Flaxman, Seth, Bhatt, Samir, Ratmann, Oliver

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Age groups that sustain resurging COVID-19 epidemics in the United States by Monod, Mélodie, Blenkinsop, Alexandra, Xi, Xiaoyue, Hebert, Daniel, Bershan, Sivan, Tietze, Simon, Baguelin, Marc, Bradley, Valerie C, Chen, Yu, Coupland, Helen, Filippi, Sarah, Ish-Horowicz, Jonathan, McManus, Martin, Mellan, Thomas, Gandy, Axel, Hutchinson, Michael, Unwin, H Juliette T, van Elsland, Sabine L, Vollmer, Michaela A C, Weber, Sebastian, Zhu, Harrison, Bezancon, Anne, Ferguson, Neil M, Mishra, Swapnil, Flaxman, Seth, Bhatt, Samir, Ratmann, Oliver

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Estimating the potential to prevent locally acquired HIV infections in a UNAIDS Fast-Track City, Amsterdam by Blenkinsop, Alexandra, Monod, Mélodie, van Sighem, Ard, Pantazis, Nikos, Bezemer, Daniela, Op de Coul, Eline, van de Laar, Thijs, Fraser, Christophe, Prins, Maria, Reiss, Peter, de Bree, Godelieve J, Ratmann, Oliver

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Comparing the responses of the UK, Sweden and Denmark to COVID-19 using counterfactual modelling by Mishra, Swapnil, Scott, James A., Laydon, Daniel J., Flaxman, Seth, Gandy, Axel, Mellan, Thomas A., Unwin, H. Juliette T., Vollmer, Michaela, Coupland, Helen, Ratmann, Oliver, Monod, Melodie, Zhu, Harrison H., Cori, Anne, Gaythorpe, Katy A. M., Whittles, Lilith K., Whittaker, Charles, Donnelly, Christl A., Ferguson, Neil M., Bhatt, Samir

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Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil by Faria, Nuno R, Mellan, Thomas A, Whittaker, Charles, Claro, Ingra M, Candido, Darlan da S, Mishra, Swapnil, Crispim, Myuki A E, Sales, Flavia C S, Hawryluk, Iwona, McCrone, John T, Hulswit, Ruben J G, Franco, Lucas A M, Ramundo, Mariana S, de Jesus, Jaqueline G, Andrade, Pamela S, Coletti, Thais M, Ferreira, Giulia M, Silva, Camila A M, Manuli, Erika R, Pereira, Rafael H M, Peixoto, Pedro S, Kraemer, Moritz U G, Gaburo, Jr, Nelson, Camilo, Cecilia da C, Hoeltgebaum, Henrique, Souza, William M, Rocha, Esmenia C, de Souza, Leandro M, de Pinho, Mariana C, Araujo, Leonardo J T, Malta, Frederico S V, de Lima, Aline B, Silva, Joice do P, Zauli, Danielle A G, Ferreira, Alessandro C de S, Schnekenberg, Ricardo P, Laydon, Daniel J, Walker, Patrick G T, Schlüter, Hannah M, Dos Santos, Ana L P, Vidal, Maria S, Del Caro, Valentina S, Filho, Rosinaldo M F, Dos Santos, Helem M, Aguiar, Renato S, Proença-Modena, José L, Nelson, Bruce, Hay, James A, Monod, Mélodie, Miscouridou, Xenia, Coupland, Helen, Sonabend, Raphael, Vollmer, Michaela, Gandy, Axel, Prete, Jr, Carlos A, Nascimento, Vitor H, Suchard, Marc A, Bowden, Thomas A, Pond, Sergei L K, Wu, Chieh-Hsi, Ratmann, Oliver, Ferguson, Neil M, Dye, Christopher, Loman, Nick J, Lemey, Philippe, Rambaut, Andrew, Fraiji, Nelson A, Carvalho, Maria do P S S, Pybus, Oliver G, Flaxman, Seth, Bhatt, Samir, Sabino, Ester C

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Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model by Dan, Shozen, Chen, Yu, Chen, Yining, Monod, Melodie, Jaeger, Veronika K, Bhatt, Samir, Karch, André, Ratmann, Oliver

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Deep Reinforcement Learning for Online Optimal Execution Strategies by Micheli, Alessandro, Monod, Mélodie

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TorchSurv: A Lightweight Package for Deep Survival Analysis by Monod, Mélodie, Krusche, Peter, Cao, Qian, Berkman Sahiner, Petrick, Nicholas, Ohlssen, David, Coroller, Thibaud

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Regularised B-splines projected Gaussian Process priors to estimate time-trends of age-specific COVID-19 deaths related to vaccine roll-out by Monod, Mélodie, Blenkinsop, Alexandra, Brizzi, Andrea, Chen, Yu, Carlos Cardoso Correia Perello, Jogarah, Vidoushee, Wang, Yuanrong, Flaxman, Seth, Bhatt, Samir, Ratmann, Oliver

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Estimating the potential to prevent locally acquired HIV infections in a UNAIDS Fast-Track City, Amsterdam by Blenkinsop, Alexandra, Monod, Mélodie, Ard van Sighem, Pantazis, Nikos, Bezemer, Daniela, Eline Op de Coul, Thijs van de Laar, Fraser, Christophe, Prins, Maria, Reiss, Peter, de Bree, Godelieve, Ratmann, Oliver

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Estimating fine age structure and time trends in human contact patterns from coarse contact data: the Bayesian rate consistency model by Shozen Dan, Chen, Yu, Chen, Yining, Monod, Melodie, Jaeger, Veronika K, Bhatt, Samir, Karch, Andre, Ratmann, Oliver

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