Levi E. Lingsch

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

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer

Conferences

ICML (1) NIPS (1)

Top co-authors

Siddhartha Mishra (2) Sirani M. Perera (1) Dana Grund (1) Mike Yan Michelis (1) Georgios Kissas (1) Emmanuel de Bézenac (1) Robert K. Katzschmann (1)

Keywords

parameter estimation (1) amortized inference (1) partial differential equation (1) surrogate model (1) operator learning (1) simulation-based inference (1) neural network surrogate (1) physics-informed learning (1) neural operator (1) field prediction (1)

Papers

FUSE: Fast Unified Simulation and Estimation for PDEs NIPS 2024

Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains ICML 2024