Picture for Ramin Bostanabad

Ramin Bostanabad

Operator Learning with Gaussian Processes

Add code
Sep 06, 2024
Viaarxiv icon

Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments

Add code
Aug 30, 2024
Figure 1 for Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments
Figure 2 for Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments
Figure 3 for Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments
Figure 4 for Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments
Viaarxiv icon

Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes

Add code
Aug 07, 2024
Viaarxiv icon

Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers

Add code
Mar 22, 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

Multi-fidelity Design of Porous Microstructures for Thermofluidic Applications

Add code
Oct 27, 2023
Viaarxiv icon

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

Add code
Sep 06, 2023
Viaarxiv icon

Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers

Add code
Aug 28, 2023
Viaarxiv icon

Unsupervised Anomaly Detection via Nonlinear Manifold Learning

Add code
Jun 15, 2023
Viaarxiv icon