Picture for Amin Yousefpour

Amin Yousefpour

Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization

Add code
Mar 18, 2025
Viaarxiv icon

Operator Learning with Gaussian Processes

Add code
Sep 06, 2024
Viaarxiv icon

Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes

Add code
Aug 07, 2024
Viaarxiv icon

Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations

Add code
Jan 07, 2024
Viaarxiv icon

GP+: A Python Library for Kernel-based learning via Gaussian Processes

Add code
Dec 12, 2023
Viaarxiv icon

On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization

Add code
Sep 06, 2023
Viaarxiv icon

Unsupervised Anomaly Detection via Nonlinear Manifold Learning

Add code
Jun 15, 2023
Viaarxiv icon

Multi-Fidelity Cost-Aware Bayesian Optimization

Add code
Nov 04, 2022
Viaarxiv icon