Araya-Polo, Mauricio
- Learning with a Wasserstein Loss
2015/06/17 by Charlie Frogner, Chiyuan Zhang, Frogner, Charlie +7 · 55 citations
Computer Science · Medicine · #Topological and Geometric Data Analysis #Glioma Diagnosis and Treatment #Advanced Neuroimaging Techniques and Applications
- Enabling user-driven Checkpointing strategies in Reverse-mode Automatic Differentiation
2006/06/09 by Laurent Hascoët, Hascoet, Laurent, Mauricio Araya–Polo +1 · 1 citation
Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Formal Methods in Verification #Numerical methods for differential equations #Parallel Computing and Optimization Techniques
- Massively Distributed Finite-Volume Flux Computation
2023/04/21 by Ryuichi Sai, Mathias Jacquelin, Sai, Ryuichi +7 · 2 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Numerical Methods in Computational Mathematics #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Mathematical Software (cs.MS)
- Encoder-Decoder Architecture for 3D Seismic Inversion
2022/07/29 by Maayan Gelboim, Gelboim, Maayan, Amir Adler +5 · 1 citation
Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geological Modeling and Analysis #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- Matrix-Free Finite Volume Kernels on a Dataflow Architecture
2024/08/06 by Ryuichi Sai, François P. Hamon, Sai, Ryuichi +5 · 2 citations
Computer Science · #Computational Physics (physics.comp-ph) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Software (cs.MS)
- Minimod: A Finite Difference solver for Seismic Modeling
2020/07/12 by Meng, Jie, Atle, Andreas, Calandra, Henri +1 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- STRIDE: Structure-guided Generation for Inverse Design of Molecules
2023/11/06 by Zaman, Shehtab, Akhiyarov, Denis, Araya-Polo, Mauricio +1 · 1 citation
#Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Uncertainty Quantification in Seismic Inversion Through Integrated Importance Sampling and Ensemble Methods
2024/09/10 by Luping Qu, Qu, Luping, Mauricio Araya‐Polo +3 · 1 citation
Earth and Planetary Sciences · Engineering · #Drilling and Well Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques