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Jared Willard — most-cited papers & profile · AI for Science
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·
overview
Jared Willard
4
papers ·
147
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
2020 · 68 citations
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles
2020 · 41 citations
Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes
2018 · 34 citations
Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators
2024 · 4 citations
Top co-authors
Michael Steinbach
· 3
Vipin Kumar
· 3
Xiaowei Jia
· 3
Anuj Karpatne
· 2
Ankur Mahesh
· 1
Boris Bonev
· 1
David Pruitt
· 1
Hilary A Dugan
· 1
Jacob A Zwart
· 1
Jordan Read
· 1
Jordan S Read
· 1
Joshua Elms
· 1
Topics
Climate & Weather
Physics ML
Ecology
Materials