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← Authors

Elizabeth Barnes

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 👥 Mega-Team (56)

Conferences

ICML (1) JMLR (1) NIPS (1)

Top co-authors

Guang Zhang (2) Mohamed Aziz Bhouri (2) Ryan Abernathey (2) Sanket Jantre (2) Liran Peng (2) Pierre Gentine (2) Fernando Iglesias-Suarez (2) Tian Zheng (2) Veronika Eyring (2) Po-Lun Ma (2)

Keywords

high-resolution simulation (2) climate simulation (1) physics-ml hybrid (1) neural network emulator (1) climate emulation (1) hybrid physics-ml (1) multi-scale climate (1) deterministic regression (1) time series (1) stochastic regression (1)

Papers

RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts ICML 2025 ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025 ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation NIPS 2023