Rohit Tripathy

1. Deep active subspaces - a scalable method for high-dimensional\n uncertainty propagation
   2019/02/27 by Rohit Tripathy, Ilias Bilionis, Tripathy, Rohit +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Cell Image Analysis Techniques #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design
2. Gaussian processes with built-in dimensionality reduction: Applications\n in high-dimensional uncertainty propagation
   2016/02/14 by Ilias Bilionis, Rohit Tripathy, Bilionis, Ilias +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Earth and Planetary Sciences · Environmental Science · #Advanced Fluorescence Microscopy Techniques #Computational Physics (physics.comp-ph) #Data Visualization and Analytics #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Groundwater flow and contamination studies #Seismic Imaging and Inversion Techniques