Arnaud Vadeboncoeur

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Partial Differential Equations

Ambrosio Tortorelli

Image Denoising

Top Venues

J. Comput. Phys.

Publications

Ömer Deniz Akyildiz, Mark Girolami, Andrew M. Stuart, Arnaud Vadeboncoeur
Efficient Prior Calibration From Indirect Data. CoRR (2024)
Arnaud Vadeboncoeur, Ieva Kazlauskaite, Yanni Papandreou, Fehmi Cirak, Mark Girolami, Ömer Deniz Akyildiz
Random Grid Neural Processes for Parametric Partial Differential Equations. CoRR (2023)
Arnaud Vadeboncoeur, Ieva Kazlauskaite, Yanni Papandreou, Fehmi Cirak, Mark Girolami, Ömer Deniz Akyildiz
Random Grid Neural Processes for Parametric Partial Differential Equations. ICML (2023)
Arnaud Vadeboncoeur, Ömer Deniz Akyildiz, Ieva Kazlauskaite, Mark Girolami, Fehmi Cirak
Fully probabilistic deep models for forward and inverse problems in parametric PDEs. J. Comput. Phys. 491 (2023)
Arnaud Vadeboncoeur, Ömer Deniz Akyildiz, Ieva Kazlauskaite, Mark Girolami, Fehmi Cirak
Deep Probabilistic Models for Forward and Inverse Problems in Parametric PDEs. CoRR (2022)