Rémi Lam
Publications by Year
Research Areas
Advanced Multi-Objective Optimization Algorithms, Probabilistic and Robust Engineering Design, Meteorological Phenomena and Simulations, Model Reduction and Neural Networks, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Learning skillful medium-range global weather forecasting(2023)1,016 cited
- → Skilful precipitation nowcasting using deep generative models of radar(2021)865 cited
- → Probabilistic weather forecasting with machine learning(2024)243 cited
- → GraphCast: Learning skillful medium-range global weather forecasting(2022)169 cited
- → Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources(2015)93 cited
- → Advances in Bayesian Optimization with Applications in Aerospace Engineering(2018)64 cited
- → GenCast: Diffusion-based ensemble forecasting for medium-range weather(2023)61 cited
- Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach(2016)
- → Multifidelity Uncertainty Propagation via Adaptive Surrogates in Coupled Multidisciplinary Systems(2017)51 cited
- → Multifidelity Dimension Reduction via Active Subspaces(2020)37 cited