George Turkiyyah
- Hierarchical Matrix Approximations of Hessians Arising in Inverse\n Problems Governed by PDEs
2020/03/23 by Ilona Ambartsumyan, Wajih Boukaram, Ambartsumyan, Ilona +13 · 2 citations
Physics and Astronomy · Engineering · Mathematics · #NMR spectroscopy and applications #Sparse and Compressive Sensing Techniques #Numerical methods in inverse problems
- H2Opus: A distributed-memory multi-GPU software package for non-local operators
2021/09/12 by Stefano Zampini, Wajih Boukaram, Zampini, Stefano +7 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #65-04 #65F55 #65R20 #65Y05 #Distributed #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #G.1.9 #G.4 #Mathematical Software (cs.MS) #Matrix Theory and Algorithms #Parallel #Tensor decomposition and applications #and Cluster Computing (cs.DC)
- Exploiting Low Rank Covariance Structures for Computing High-Dimensional Normal and Student-t Probabilities
2020/03/25 by Jian Cao, Marc G. Genton, Cao, Jian +5 · 1 citation
Economics, Econometrics and Finance · Environmental Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis #Statistical Methods and Inference
- PETScML: Second-order solvers for training regression problems in Scientific Machine Learning
2024/03/18 by Stefano Zampini, Umberto Zerbinati, Zampini, Stefano +5 · 2 citations
Computer Science · Engineering · #65K10 #65M70 #65Y05 #68T07 #Advanced Data Processing Techniques #D.2.m #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #G.4 #I.2.5 #J.2 #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Neural Networks and Applications #Optimization and Control (math.OC)