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Pith

Ramin Bostanabad

Identifiers

  • name variant Ramin Bostanabad 0.60 · backfill

Papers (26)

  1. Geometry-Aware Post-Hoc Uncertainty Quantification in Operator Learning cs.LG · 2026 · author #3
  2. On the Uncertainty Quantification Ability of Tabular Foundation Models stat.ML · 2026 · author #5
  3. Learning Mappings in Mesh-based Simulations cs.LG · 2025 · author #2
  4. Should We Simultaneously Calibrate Multiple Computer Models? cs.LG · 2025 · author #4
  5. A preliminary data fusion study to assess the feasibility of Foundation Process-Property Models in Laser Powder Bed Fusion cs.LG · 2025 · author #6
  6. SEEK: Self-adaptive Explainable Kernel For Nonstationary Gaussian Processes cs.LG · 2025 · author #3
  7. Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization cs.LG · 2025 · author #4
  8. Constrained multi-fidelity Bayesian optimization with automatic stop condition cs.AI · 2025 · author #2
  9. Operator Learning with Gaussian Processes cs.LG · 2024 · author #5
  10. Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments cs.LG · 2024 · author #5
  11. Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes cs.LG · 2024 · author #4
  12. Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers cs.LG · 2024 · author #3
  13. A Gaussian Process Framework for Solving Forward and Inverse Problems Involving Nonlinear Partial Differential Equations cs.LG · 2024 · author #4
  14. GP+: A Python Library for Kernel-based learning via Gaussian Processes cs.LG · 2023 · author #5
  15. Multi-fidelity Design of Porous Microstructures for Thermofluidic Applications cs.LG · 2023 · author #4
  16. On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization cs.LG · 2023 · author #4
  17. Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers cs.LG · 2023 · author #3
  18. Unsupervised Anomaly Detection via Nonlinear Manifold Learning stat.ML · 2023 · author #4
  19. Probabilistic Neural Data Fusion for Learning from an Arbitrary Number of Multi-fidelity Data Sets cs.LG · 2023 · author #5
  20. Multi-Fidelity Cost-Aware Bayesian Optimization stat.ML · 2022 · author #4
  21. Data-Driven Calibration of Multi-Fidelity Multiscale Fracture Models via Latent Map Gaussian Process cs.CE · 2022 · author #4
  22. Adaptive Spatiotemporal Dimension Reduction in Concurrent Multiscale Damage Analysis cs.CE · 2022 · author #3
  23. Data Fusion with Latent Map Gaussian Processes stat.ML · 2021 · author #3
  24. Reduced-Order Multiscale Modeling of Plastic Deformations in 3D Alloys with Spatially Varying Porosity by Deflated Clustering Analysis cs.CE · 2021 · author #4
  25. Mosaic Flows: A Transferable Deep Learning Framework for Solving PDEs on Unseen Domains cs.LG · 2021 · author #4
  26. Latent Map Gaussian Processes for Mixed Variable Metamodeling stat.ML · 2021 · author #2

Mentions

  • 2506.12652 #2 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2505.18176 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2503.14785 #3 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2503.01126 #2 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2503.16667 #6 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2503.15561 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2401.03492 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2409.04538 #5 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2409.00248 #5 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2408.03490 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2312.07694 #5 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2403.15652 #3 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2310.18505 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2309.02771 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2308.14258 #3 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2301.13271 #5 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2306.09441 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2211.02732 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2205.12149 #3 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2205.12157 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2108.03742 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2112.02206 #3 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2104.10873 #4 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2102.03935 #2 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2606.17513 #3 · arxiv_oai · confidence 0.70 Ramin Bostanabad
  • 2606.01427 #5 · arxiv_oai · confidence 0.70 Ramin Bostanabad

Frequent Coauthors