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← Authors

Bruno Régaldo-Saint Blancard

4 papers · 2024–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (5) 👥 Mega-Team (26)

Conferences

NIPS (2) AISTATS (1) ICML (1)

Top co-authors

Ruben Ohana (3) Miles Cranmer (2) Michael McCabe (2) Shirley Ho (2) Tiberiu Tesileanu (1) Stuart B. Dalziel (1) Blakesley Burkhart (1) Drummond B. Fielding (1) Jonah Miller (1) Keiya Hirashima (1)

Keywords

surrogate model (2) spatiotemporal system (2) posterior approximation (1) amortized inference (1) simulation-based inference (1) bayesian computation (1) physics simulation (1) posterior stacking (1) machine learning benchmark (1) cosmological inference (1) fluid dynamics (1) transfer learning (1)

Papers

The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning NIPS 2024 Multiple Physics Pretraining for Spatiotemporal Surrogate Models NIPS 2024 Simulation-Based Stacking AISTATS 2024 Listening to the noise: Blind Denoising with Gibbs Diffusion ICML 2024