Laure Zanna

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird 👥 Mega-Team (56)

Conferences

ICML (2) JMLR (1) NIPS (1)

Top co-authors

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

Keywords

high-resolution simulation (2) epistemic uncertainty (1) probability estimation (1) time series (1) deep neural network (1) aleatoric uncertainty (1) climate simulation (1) histopathology image (1) radar image (1) physics-ml hybrid (1) neural network emulator (1) climate emulation (1) hybrid physics-ml (1) multi-scale climate (1) deterministic regression (1) uncertainty quantification (1) stochastic regression (1)

Papers

Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos 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

Deep Probability Estimation ICML 2022