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Carlos Mora
Carlos Mora
Andre navnCarlos Mora Sardiña
PhD Candidate
Verifisert e-postadresse på uci.edu - Startside
Tittel
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Sitert av
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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
172024
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
172023
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
122023
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
42024
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
22025
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
22024
Data-Driven Calibration of Multi-Fidelity Multiscale Fracture Models
S Deng, C Mora, D Apelian, R Bostanabad
arXiv preprint arXiv:2205.12157, 2022
12022
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
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Artikler 1–11