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Rémi R. Lam · SciRah

Researcher profile · Semantic Scholar

Rémi R. Lam

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Rémi R. Lam — researcher profile on SciRah

h-index: 10
Works: 16
Citations: 2,182

Most-cited papers

Skilful precipitation nowcasting using deep generative models of radar
Suman V. Ravuri, K. Lenc, M. Willson, D. Kangin +16 more
2021Nature1,161 citations Open access
Semantic Scholar
GraphCast: Learning skillful medium-range global weather forecasting
Rémi R. Lam, Alvaro Sanchez-Gonzalez, M. Willson, Peter Wirnsberger +14 more
2022arXiv.org451 citations Open access
Semantic Scholar
Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources
Rémi R. Lam, D. Allaire, K. Willcox
2015126 citations
Semantic Scholar
Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach
Rémi R. Lam, K. Willcox, D. Wolpert
2016Neural Information Processing Systems114 citations
Semantic Scholar
Advances in Bayesian Optimization with Applications in Aerospace Engineering
Matthias Poloczek, P. Frazier, Rémi R. Lam, K. Willcox
2018100 citations Open access
Semantic Scholar
Lookahead Bayesian Optimization with Inequality Constraints
Rémi R. Lam, K. Willcox
2017Neural Information Processing Systems54 citations
Semantic Scholar
Multifidelity Dimension Reduction via Active Subspaces
Rémi R. Lam, O. Zahm, Y. Marzouk, K. Willcox
2018SIAM Journal on Scientific Computing52 citations Open access
Semantic Scholar
Multifidelity Uncertainty Propagation via Adaptive Surrogates in Coupled Multidisciplinary Systems
A. Chaudhuri, Rémi R. Lam, K. Willcox
201848 citations Open access
Semantic Scholar
Contour location via entropy reduction leveraging multiple information sources
A. Marques, Rémi R. Lam, K. Willcox
2018Neural Information Processing Systems41 citations
Semantic Scholar
Reusing Information for Multifidelity Active Learning in Reliability-Based Design Optimization
A. Chaudhuri, A. Marques, Rémi R. Lam, K. Willcox
2019AIAA Scitech 2019 Forum14 citations
Semantic Scholar
Multifidelity Method for Locating Aeroelastic Flutter Boundaries
A. Marques, Max M. J. Opgenoord, Rémi R. Lam, A. Chaudhuri +1 more
201910 citations Open access
Semantic Scholar
Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling
Rémi R. Lam, L. Horesh, H. Avron, K. Willcox
201710 citations
Semantic Scholar
A multifidelity method for locating aeroelastic flutter boundaries
A. Marques, Rémi R. Lam, A. Chaudhuri, Max M. J. Opgenoord +1 more
2019AIAA Scitech 2019 Forum7 citations
Semantic Scholar
Surrogate modeling based on statistical techniques for multi-fidelity optimization
Rémi R. Lam
20144 citations
Semantic Scholar
Scaling Bayesian optimization for engineering design : lookahead approaches and multifidelity dimension reduction
Rémi R. Lam
20182 citations
Semantic Scholar
Personalized Model Combination for News Recommendation in Microblogs
Rémi R. Lam, Lei Hou, Juan-Zi Li
2014Joint International Conference of Semantic Technology0 citations
Semantic Scholar

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