Institute for Disease Modeling

Homepage: idmod.org

ROR: 0532gcg76

OpenAlex ID: I4210161647

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

2016 · Steven L. Brunton, Joshua L. Proctor, et al. · Proceedings of the National Academy of Sciences · 4,732

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The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015

2015 · S. Bhatt, D. J. Weiss, et al. · Nature · 3,214

Data-driven discovery of partial differential equations

2017 · Samuel H. Rudy, Steven L. Brunton, et al. · Science Advances · 1,544

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Dynamic Mode Decomposition

2016 · J. Nathan Kutz, Steven L. Brunton, et al. · Society for Industrial and Applied Mathematics eBooks · 1,181

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Dynamic Mode Decomposition with Control

2016 · Joshua L. Proctor, Steven L. Brunton, et al. · SIAM Journal on Applied Dynamical Systems · 1,116

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Covasim: An agent-based model of COVID-19 dynamics and interventions

2021 · Cliff C. Kerr, Robyn M. Stuart, et al. · PLoS Computational Biology · 685

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Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control

2016 · Steven L. Brunton, Bingni W. Brunton, et al. · PLoS ONE · 629

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Chaos as an intermittently forced linear system

2017 · Steven L. Brunton, Bingni W. Brunton, et al. · Nature Communications · 607

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Global maps of travel time to healthcare facilities

2020 · D. J. Weiss, A. Nelson, et al. · Nature Medicine · 515

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Mathematics of Epidemics on Networks

2017 · István Z. Kiss, Joel C. Miller, et al. · Interdisciplinary applied mathematics · 479

Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study

2019 · Daniel J Weiss, Tim C D Lucas, et al. · The Lancet · 466

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Inferring Biological Networks by Sparse Identification of Nonlinear Dynamics

2016 · Niall M. Mangan, Steven L. Brunton, et al. · IEEE Transactions on Molecular Biological and Multi-Scale Communications · 436

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Malaria eradication within a generation: ambitious, achievable, and necessary

2019 · Richard G A Feachem, Ingrid Chen, et al. · The Lancet · 366

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Determining the optimal strategy for reopening schools, the impact of test and trace interventions, and the risk of occurrence of a second COVID-19 epidemic wave in the UK: a modelling study

2020 · Jasmina Panovska-Griffiths, Cliff C Kerr, et al. · The Lancet Child & Adolescent Health · 353

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Sparse Identification of Nonlinear Dynamics with Control (SINDYc)**SLB acknowledges support from the U.S. Air Force Center of Excellence on Nature Inspired Flight Technologies and Ideas (FA9550-14-1-0398). JLP thanks Bill and Melinda Gates for their active support of the Institute of Disease Modeling and their sponsorship through the Global Good Fund. JNK acknowledges support from the U.S. Air Force Office of Scientific Research (FA9550-09-0174).

2016 · Steven L. Brunton, Joshua L. Proctor, et al. · IFAC-PapersOnLine · 335

The Role of Fear-Related Behaviors in the 2013–2016 West Africa Ebola Virus Disease Outbreak

2016 · James M. Shultz, Janice L. Cooper, et al. · Current Psychiatry Reports · 326

Inferring high-resolution human mixing patterns for disease modeling

2021 · Dina Mistry, Maria Litvinova, et al. · Nature Communications · 289

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Cryptic transmission of SARS-CoV-2 in Washington state

2020 · Trevor Bedford, Alexander L. Greninger, et al. · Science · 269

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Plasmodium vivax in the Era of the Shrinking P. falciparum Map

2020 · Ric N. Price, Robert J. Commons, et al. · Trends in Parasitology · 269

Genomic surveillance reveals multiple introductions of SARS-CoV-2 into Northern California

2020 · Xianding Deng, Wei Gu, et al. · Science · 262

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Oral, ultra–long-lasting drug delivery: Application toward malaria elimination goals

2016 · Andrew M. Bellinger, Mousa Jafari, et al. · Science Translational Medicine · 262

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Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control

2020 · Benjamin M. Althouse, Edward A. Wenger, et al. · PLoS Biology · 252

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Vectorial capacity and vector control: reconsidering sensitivity to parameters for malaria elimination

2016 · Oliver J. Brady, H. Charles J. Godfray, et al. · Transactions of the Royal Society of Tropical Medicine and Hygiene · 245

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Health benefits, costs, and cost-effectiveness of earlier eligibility for adult antiretroviral therapy and expanded treatment coverage: a combined analysis of 12 mathematical models

2013 · Jeffrey W Eaton, Nicolas A Menzies, et al. · The Lancet Global Health · 241

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Indirect effects of the COVID-19 pandemic on malaria intervention coverage, morbidity, and mortality in Africa: a geospatial modelling analysis

2020 · Daniel J Weiss, Amelia Bertozzi-Villa, et al. · The Lancet Infectious Diseases · 236

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Works count: 658

Citation count: 72,490