Jacob Helwig

3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (5)

Conferences

ICML (2) ICLR (1)

Top co-authors

Shuiwang Ji (3) Yuchao Lin (2) Xuan Zhang (2) Cong Fu (2) Stephan Wojtowytsch (2) Shurui Gui (1) Jerry Kurtin (1) Yaochen Xie (1)

Keywords

partial differential equation (1) frequency domain (1) group equivariance (1) physics simulation (1) fourier neural operator (1) rotation equivariance (1)

Papers

SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations ICLR 2024

Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency ICML 2024

Group Equivariant Fourier Neural Operators for Partial Differential Equations ICML 2023