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Christopher J. Earls
5
papers ·
4
citations ·
0
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Most-cited papers
LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law
2024 · 4 citations
Data-driven discovery of Green's functions with human-understandable deep learning
2021
Bayesian Deep Learning for Partial Differential Equation Parameter Discovery with Sparse and Noisy Data
2021
Top co-authors
Baran Zadeo\u{g}lu
· 1
Gurbir Arora
· 1
Nicolas Boull\'e
· 1
Rapha\"el Sarfati
· 1
Toni J. B. Liu
· 1
Topics
Drug Discovery
Physics ML
Math & Equations
Foundation Models
Transformer Forecasters
Probabilistic
Christopher J. Earls — most-cited papers & profile · Large Language Models