Person:6109161

Available identifiers

zbMath Open chen.peng.2MaRDI QIDQ6109161

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
A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models	2024-01-31	Paper
Bayesian model calibration for diblock copolymer thin film self-assembly using power spectrum of microscopy data and machine learning surrogate	2024-01-15	Paper
Performance Bounds for PDE-Constrained Optimization under Uncertainty	2023-08-11	Paper
A Fast and Scalable Computational Framework for Large-Scale High-Dimensional Bayesian Optimal Experimental Design	2023-06-30	Paper
Large-scale Bayesian optimal experimental design with derivative-informed projected neural network	2023-06-20	Paper
Optimal design of chemoepitaxial guideposts for the directed self-assembly of block copolymer systems using an inexact Newton algorithm	2023-05-31	Paper
An efficient method for goal-oriented linear Bayesian optimal experimental design: Application to optimal sensor placemen	2021-02-12	Paper
Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs	2020-11-30	Paper
Optimal design of acoustic metamaterial cloaks under uncertainty	2020-07-26	Paper
Sparse polynomial approximation for optimal control problems constrained by elliptic PDEs with lognormal random coefficients	2019-03-13	Paper
Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions	2019-01-24	Paper
Sparse polynomial approximations for affine parametric saddle point problems	2018-09-26	Paper
Sparse Quadrature for High-Dimensional Integration with Gaussian Measure	2016-04-28	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
instance of	human

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