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Jacob Helwig — most-cited papers & profile · AI for Science
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overview
Jacob Helwig
5
papers ·
60
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
2023 · 54 citations
Group Equivariant Fourier Neural Operators for Partial Differential Equations
2023 · 5 citations
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
2024 · 1 citations
Orbital Transformers for Predicting Wavefunctions in Time-Dependent Density Functional Theory
2026
NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis
2025
Top co-authors
Shuiwang Ji
· 4
Cong Fu
· 2
Jerry Kurtin
· 2
Stephan Wojtowytsch
· 2
Xuan Zhang
· 2
Yaochen Xie
· 2
Yuchao Lin
· 2
Abbas Kabalan
· 1
Ada Fang
· 1
Adriana Ladera
· 1
Ahmed Mazari
· 1
Al\'an Aspuru-Guzik
· 1
Topics
Physics ML
Chemistry
Math & Equations
Protein Science
Materials
Climate & Weather