Laure Zanna
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 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
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