Mora, Carlos

1. Operator Learning with Gaussian Processes
   2024/09/06 by Mora, Carlos, Yousefpour, Amin, Hosseinmardi, Shirin +2 · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes
   2024/08/07 by Amin Yousefpour, Yousefpour, Amin, Shirin Hosseinmardi +5 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Topology Optimization in Engineering
3. A Gaussian Process Framework for Solving Forward and Inverse Problems Involving Nonlinear Partial Differential Equations
   2024/01/07 by Carlos Mora, Mora, Carlos, Amin Yousefpour +5 · 2 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications
4. GP+: A Python Library for Kernel-based learning via Gaussian Processes
   2023/12/12 by Amin Yousefpour, Yousefpour, Amin, Zahra Zanjani Foumani +7 · 1 citation
   Chemistry · Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spectroscopy and Chemometric Analyses