Zecheng Zhang

Available identifiers

zbMath Open zhang.zechengMaRDI QIDQ2029405

List of research outcomes

Publication	Date of Publication	Type
D2NO: Efficient Handling of Heterogeneous Input Function Spaces with Distributed Deep Neural Operators	2023-10-28	Paper
Restoring the Discontinuous Heat Equation Source Using Sparse Boundary Data and Dynamic Sensors	2023-10-02	Paper
Bayesian deep operator learning for homogenized to fine-scale maps for multiscale PDE	2023-08-27	Paper
Multi-agent reinforcement learning aided sampling algorithms for a class of multiscale inverse problems	2023-07-28	Paper
A discretization-invariant extension and analysis of some deep operator networks	2023-07-18	Paper
Hybrid explicit-implicit learning for multiscale problems with time dependent source	2023-04-20	Paper
Fast Replica Exchange Stochastic Gradient Langevin Dynamics	2023-01-04	Paper
BelNet: Basis enhanced learning, a mesh-free neural operator	2022-12-14	Paper
Theoretical and numerical studies of inverse source problem for the linear parabolic equation with sparse boundary measurements	2022-12-02	Paper
B-DeepONet: an enhanced Bayesian deeponet for solving noisy parametric PDEs using accelerated replica exchange SGLD	2022-11-29	Paper
A replica exchange preconditioned Crank-Nicolson Langevin dynamic MCMC method for Bayesian inverse problems	2022-10-30	Paper
NH-PINN: neural homogenization-based physics-informed neural network for multiscale problems	2022-10-11	Paper
Hybrid explicit-implicit learning for multiscale problems with time dependent source	2022-08-14	Paper
Efficient hybrid explicit-implicit learning for multiscale problems	2022-08-05	Paper
On Learning the Dynamical Response of Nonlinear Control Systems with Deep Operator Networks	2022-06-13	Paper
Computational multiscale method for parabolic wave approximations in heterogeneous media	2022-05-19	Paper
Multi-variance replica exchange SGMCMC for inverse and forward problems via Bayesian PINN	2022-05-11	Paper
Computational multiscale methods for quasi-gas dynamic equations	2022-04-22	Paper
Accelerated replica exchange stochastic gradient Langevin diffusion enhanced Bayesian DeepONet for solving noisy parametric PDEs	2021-11-03	Paper
HEI: hybrid explicit-implicit learning for multiscale problems	2021-09-05	Paper
NH-PINN: Neural homogenization based physics-informed neural network for multiscale problems	2021-08-29	Paper
Multi-variance replica exchange stochastic gradient MCMC for inverse and forward Bayesian physics-informed neural network	2021-07-13	Paper
A multi-stage deep learning based algorithm for multiscale model reduction	2021-06-03	Paper
Computational multiscale methods for parabolic wave approximations in heterogeneous media	2021-04-06	Paper
A deep neural network approach on solving the linear transport model under diffusive scaling	2021-02-24	Paper
A multi-stage deep learning based algorithm for multiscale modelreduction	2020-09-23	Paper
Computational multiscale methods for quasi-gas dynamic equations	2020-08-31	Paper
Learning Algorithms for Coarsening Uncertainty Space and Applications to Multiscale Simulations	2020-04-08	Paper
Restoring the Discontinuous Heat Equation Source Using Sparse Boundary Data and Dynamic Sensors	0001-01-03	Paper

Research outcomes over time

Doctoral students

No records found.

Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Zecheng Zhang