Thomas O'Leary-Roseberry

Available identifiers

zbMath Open oleary-roseberry.thomasMaRDI QIDQ2060091

List of research outcomes

Publication	Date of Publication	Type
Derivative-informed neural operator: an efficient framework for high-dimensional parametric derivative learning	2024-02-21	Paper
Residual-based error correction for neural operator accelerated Infinite-dimensional Bayesian inverse problems	2024-01-15	Paper
Large-scale Bayesian optimal experimental design with derivative-informed projected neural network	2023-06-20	Paper
Corrigendum to: ``Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs	2023-01-20	Paper
Learning high-dimensional parametric maps via reduced basis adaptive residual networks	2023-01-19	Paper
Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs	2021-12-13	Paper
Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual Networks	2021-12-13	Paper
Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs	2020-11-30	Paper
Inexact Newton Methods for Stochastic Nonconvex Optimization with Applications to Neural Network Training	2019-05-16	Paper
Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions	2019-01-24	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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