Antoine Blanchard

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Experimental Design

Importance Sampling

Approximate Inference

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Comput. Phys.

SIAM J. Appl. Dyn. Syst.

Publications

Antoine Blanchard, Nishant Parashar, Boyko A. Dodov, Christian Lessig, Themistoklis P. Sapsis
A Multi-Scale Deep Learning Framework for Projecting Weather Extremes. CoRR (2022)
Antoine Blanchard, Themistoklis P. Sapsis
Bayesian optimization with output-weighted optimal sampling. J. Comput. Phys. 425 (2021)
Yibo Yang, Antoine Blanchard, Themistoklis P. Sapsis, Paris Perdikaris
Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs. CoRR (2021)
Antoine Blanchard, Themistoklis P. Sapsis
Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)
Antoine Blanchard, Themistoklis P. Sapsis
Output-Weighted Importance Sampling for Bayesian Experimental Design and Uncertainty Quantification. CoRR (2020)
Antoine Blanchard, Themistoklis P. Sapsis
Informative Path Planning for Anomaly Detection in Environment Exploration and Monitoring. CoRR (2020)
Antoine Blanchard, Themistoklis P. Sapsis
Bayesian Optimization with Output-Weighted Importance Sampling. CoRR (2020)
Antoine Blanchard, Themistoklis P. Sapsis
Machine Learning the Tangent Space of Dynamical Instabilities from Data. CoRR (2019)
Antoine Blanchard, Themistoklis P. Sapsis
Analytical Description of Optimally Time-Dependent Modes for Reduced-Order Modeling of Transient Instabilities. SIAM J. Appl. Dyn. Syst. 18 (2) (2019)