GP+: a python library for kernel-based learning via Gaussian Processes A Yousefpour, ZZ Foumani, M Shishehbor, C Mora, R Bostanabad Advances in Engineering Software 195, 103686, 2024 | 17 | 2024 |
Data-driven calibration of multifidelity multiscale fracture models via latent map gaussian process S Deng, C Mora, D Apelian, R Bostanabad Journal of Mechanical Design 145 (1), 011705, 2023 | 17 | 2023 |
Probabilistic neural data fusion for learning from an arbitrary number of multi-fidelity data sets C Mora, JT Eweis-Labolle, T Johnson, L Gadde, R Bostanabad Computer Methods in Applied Mechanics and Engineering 415 (0045-7825), 116207, 2023 | 12 | 2023 |
Neural networks with kernel-weighted corrective residuals for solving partial differential equations C Mora, A Yousefpour, S Hosseinmardi, R Bostanabad arXiv e-prints, arXiv: 2401.03492, 2024 | 4 | 2024 |
Simultaneous and meshfree topology optimization with physics-informed Gaussian processes A Yousefpour, S Hosseinmardi, C Mora, R Bostanabad Computer Methods in Applied Mechanics and Engineering 437, 117698, 2025 | 2 | 2025 |
A gaussian process framework for solving forward and inverse problems involving nonlinear partial differential equations C Mora, A Yousefpour, S Hosseinmardi, R Bostanabad Computational Mechanics, 1-27, 2024 | 2 | 2024 |
Data-Driven Calibration of Multi-Fidelity Multiscale Fracture Models S Deng, C Mora, D Apelian, R Bostanabad arXiv preprint arXiv:2205.12157, 2022 | 1 | 2022 |
Operator learning with Gaussian processes C Mora, A Yousefpour, S Hosseinmardi, H Owhadi, R Bostanabad Computer Methods in Applied Mechanics and Engineering 434, 117581, 2025 | | 2025 |
Integrating Kernel Methods and Deep Neural Networks for Solving PDEs C Mora, A Yousefpour, S Hosseinmardi, R Bostanabad ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024 | | 2024 |
Multi-fidelity Data Fusion with Uncertainty Quantification C Mora Sardina UC Irvine, 2023 | | 2023 |
Multi-Fidelity Reduced-Order Models for Multiscale Damage Analyses With Automatic Calibration S Deng, C Mora, D Apelian, R Bostanabad International Design Engineering Technical Conferences and Computers and …, 2022 | | 2022 |