Hosseinmardi, Shirin

1. Operator Learning with Gaussian Processes
   2024/09/06 by Carlos Mora, Amin Yousefpour, Mora, Carlos +7 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #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, Shirin Hosseinmardi, Yousefpour, Amin +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, Amin Yousefpour, Mora, Carlos +5 · 2 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications
4. Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers
   2024/03/22 by Mehdi Shishehbor, Shirin Hosseinmardi, Shishehbor, Mehdi +3 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications