Antoine Blanchard

According to our database, Antoine Blanchard authored at least 9 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A Multi-Scale Deep Learning Framework for Projecting Weather Extremes.

Antoine Blanchard, Nishant Parashar, Boyko A. Dodov, Christian Lessig, Themistoklis P. Sapsis

CoRR, 2022

2021

Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification.

Antoine Blanchard, Themistoklis P. Sapsis

SIAM/ASA J. Uncertain. Quantification, 2021

Bayesian optimization with output-weighted optimal sampling.

Antoine Blanchard, Themistoklis P. Sapsis

J. Comput. Phys., 2021

Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs.

Yibo Yang, Antoine Blanchard, Themistoklis P. Sapsis, Paris Perdikaris

CoRR, 2021

2020

Output-Weighted Importance Sampling for Bayesian Experimental Design and Uncertainty Quantification.

Antoine Blanchard, Themistoklis P. Sapsis

CoRR, 2020

Informative Path Planning for Anomaly Detection in Environment Exploration and Monitoring.

Antoine Blanchard, Themistoklis P. Sapsis

CoRR, 2020

Bayesian Optimization with Output-Weighted Importance Sampling.

Antoine Blanchard, Themistoklis P. Sapsis

CoRR, 2020

2019

Analytical Description of Optimally Time-Dependent Modes for Reduced-Order Modeling of Transient Instabilities.

Antoine Blanchard, Themistoklis P. Sapsis

SIAM J. Appl. Dyn. Syst., 2019

Machine Learning the Tangent Space of Dynamical Instabilities from Data.

Antoine Blanchard, Themistoklis P. Sapsis

CoRR, 2019