Ilias Bilionis

1. Deep active subspaces - a scalable method for high-dimensional\n uncertainty propagation
   2019/02/27 by Rohit Tripathy, Ilias Bilionis, Tripathy, Rohit +1 · 2 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. Free energy computations by minimization of Kullback-Leibler divergence: an efficient adaptive biasing potential method for sparse representations
   2010/11/10 by Ilias Bilionis, Phaedon‐Stelios Koutsourelakis, Bilionis, I. +1 · 1 citation
   Decision Sciences · Physics and Astronomy · #Computation (stat.CO) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Physics (math-ph) #Probabilistic and Robust Engineering Design #Statistical Mechanics and Entropy #Theoretical and Computational Physics
3. Towards fully automated post-event data collection and analysis:\n pre-event and post-event information fusion
   2019/06/29 by Ali Lenjani, Lenjani, Ali, Shirley J. Dyke +13 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Seismology and Earthquake Studies #Synthetic Aperture Radar (SAR) Applications and Techniques