Author

Joseph C Hart

Clemson University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Christopher S. McMahaniD· 1 shared Hudson Smith· 1 shared Lior RennertiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Christopher S. McMahanORCID

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1 paper

Recent·Most cited

Infectious Disease Forecasting via Physics-Informed Machine Learning

Joseph C Hart, Hudson Smith, Lior Rennert, Christopher S. McMahan

This paper introduces a physics-informed machine learning framework for infectious disease forecasting, showing improved accuracy in predicting case and hospitalization counts using a hybrid model of differential equations and machine learning.

bioRxiv · Jun 16, 2026 · PreprintBioinformatics