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Rémi Lam
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Skilful precipitation nowcasting using deep generative models of radar
S Ravuri, K Lenc, M Willson, D Kangin, R Lam, P Mirowski, M Fitzsimons, ...
Nature 597 (7878), 672-677, 2021
6912021
Learning skillful medium-range global weather forecasting
R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ...
Science, eadi2336, 2023
432*2023
Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach
R Lam, K Willcox, DH Wolpert
Advances in Neural Information Processing Systems (NIPS), 883-891, 2016
1252016
Multifidelity optimization using statistical surrogate modeling for non-hierarchical information sources
R Lam, D Allaire, K Willcox
56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2015
1242015
Advances in Bayesian Optimization with Applications in Aerospace Engineering
R Lam, M Poloczek, P Frazier, KE Willcox
2018 AIAA Non-Deterministic Approaches Conference, 1656, 2018
752018
Lookahead Bayesian Optimization with Inequality Constraints
R Lam, K Willcox
Advances in Neural Information Processing Systems (NIPS), 1888-1898, 2017
542017
Multifidelity Dimension Reduction via Active Subspaces
RR Lam, O Zahm, YM Marzouk, KE Willcox
SIAM Journal on Scientific Computing 42 (2), A929-A956, 2020
522020
Multifidelity Uncertainty Propagation via Adaptive Surrogates in Coupled Multidisciplinary Systems
A Chaudhuri, R Lam, K Willcox
AIAA Journal, 2017
502017
Contour Location via Entropy Reduction Leveraging Multiple Information Sources
AN Marques, R Lam, KE Willcox
Advances in Neural Information Processing Systems (NeurIPS) 31, 5217-5227, 2018
492018
GenCast: Diffusion-based ensemble forecasting for medium-range weather
I Price, A Sanchez-Gonzalez, F Alet, T Ewalds, A El-Kadi, J Stott, ...
arXiv preprint arXiv:2312.15796, 2023
352023
Multifidelity Method for Locating Aeroelastic Flutter Boundaries
AN Marques, MMJ Opgenoord, RR Lam, A Chaudhuri, KE Willcox
AIAA Journal, 1-13, 2020
322020
Reusing Information for Multifidelity Active Learning in Reliability-Based Design Optimization
A Chaudhuri, AN Marques, R Lam, KE Willcox
AIAA Scitech 2019 Forum, 1222, 2019
202019
Scaling Bayesian optimization for engineering design: lookahead approaches and multifidelity dimension reduction
RRAP Lam
Massachusetts Institute of Technology, 2018
3*2018
An Eddy-Diffusivity Mass-flux (EDMF) closure for the unified representation of cloud and convective processes
Z Tan, T Schneider, J Teixeira, R Lam, KG Pressel
AGU Fall Meeting Abstracts, 2014
2014
Investigation of the MBL cloud feedback mechanism with a hierarchy of models
Z Tan, T Schneider, J Teixeira, KG Pressel, R Lam
EGU General Assembly Conference Abstracts 15, 2013
2013
A Consistent Treatment of TKE and Scalar Variance in an Eddy Diffusivity Mass Flux Scheme
K Pressel, T Schneider, J Teixeira, R Lam, Z Tan, C Kaul, K Suselj, ...
EGU General Assembly Conference Abstracts 15, 2013
2013
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