Swiler, Laura

1. Tensor Basis Gaussian Process Models of Hyperelastic Materials
   2019/12/23 by Frankel, Ari, Jones, Reese, Swiler, Laura · 8 citations
   #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning (stat.ML) #and Science (cs.CE)
2. Gaussian Process Regression constrained by Boundary Value Problems
   2020/12/22 by Gulian, Mamikon, Frankel, Ari, Swiler, Laura · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Probability (math.PR) #Statistics Theory (math.ST)
3. Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data
   2023/03/20 by Joseph Hart, Mamikon Gulian, Hart, Joseph +5 · 2 citations
   Computer Science · Environmental Science · #Advanced Multi-Objective Optimization Algorithms #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)