Pierre Gentine

3 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Legion

Venues

NeurIPS (2) JMLR (1)

Top co-authors

Sungduk Yu (3) Mohamed Aziz Bhouri (2) Ryan Abernathey (2) Guang Zhang (2) Fernando Iglesias-Suarez (2) Tian Zheng (2) Sanket Jantre (2) Veronika Eyring (2) Julius Busecke (2) Liran Peng (2)

Research topics

Machine Learning (3) Application Areas (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Core AI (1) Core Methods (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

high-resolution simulation (2) climate prediction (1) subseasonal forecasting (1) physics-informed model (1) ensemble forecast (1) weather emulator (1) boundary condition (1) climate simulation (1) physics-ml hybrid (1) neural network emulator (1) ensemble forecasting (1) subseasonal-to-seasonal prediction (1) physics-based forecasting (1) weather emulation (1) earth system emulation (1) climate emulation (1) hybrid physics-ml (1) multi-scale climate (1) deterministic regression (1) stochastic regression (1)

Papers

ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025 ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NeurIPS 2024 ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation NeurIPS 2023