Mauricio Araya-Polo

Orcid: 0000-0002-5537-1840

Affiliations:
  • Shell international Exploration & Production Inc., Houston, USA


According to our database1, Mauricio Araya-Polo authored at least 48 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Matrix-Free Finite Volume Kernels on a Dataflow Architecture.
CoRR, 2024

Evaluation of Programming Models and Performance for Stencil Computation on Current GPU Architectures.
CoRR, 2024

Inversion of Time-Lapse Surface Gravity Data for Monitoring of 3D CO<sub>2</sub> Plumes via Physics Informed Neural Networks.
Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing, 2024

Evaluation of Programming Models and Performance for Stencil Computation on GPGPUs.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023
Learning-Based Seismic Velocity Inversion with Synthetic and Field Data.
Sensors, October, 2023

Inversion of Time-Lapse Surface Gravity Data for Detection of 3-D CO<sub>2</sub> Plumes via Deep Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

Encoder-Decoder Architecture for 3D Seismic Inversion.
Sensors, 2023

Distributed Reinforcement Learning for Molecular Design: Antioxidant case.
CoRR, 2023

STRIDE: Structure-guided Generation for Inverse Design of Molecules.
CoRR, 2023

Deep Compressed Learning for 3D Seismic Inversion.
CoRR, 2023

Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO<sub>2</sub> Plumes via Deep Learning.
CoRR, 2023

Towards Accelerating High-Order Stencils on Modern GPUs and Emerging Architectures with a Portable Framework.
CoRR, 2023

Learning CO<sub>2</sub> plume migration in faulted reservoirs with Graph Neural Networks.
CoRR, 2023

Massively Distributed Finite-Volume Flux Computation.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Application of quantum-inspired generative models to small molecular datasets.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

MPI-based Remote OpenMP Offloading: A More Efficient and Easy-to-use Implementation.
Proceedings of the 14th International Workshop on Programming Models and Applications for Multicores and Manycores, 2023

2022
Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO<sub>2</sub> Plumes via Deep Learning.
CoRR, 2022

Massively scalable stencil algorithm.
CoRR, 2022

Accelerating high-order stencils on GPUs.
Concurr. Comput. Pract. Exp., 2022

Scalable Distributed High-Order Stencil Computations.
Proceedings of the SC22: International Conference for High Performance Computing, 2022

Towards Efficient Remote OpenMP Offloading.
Proceedings of the OpenMP in a Modern World: From Multi-device Support to Meta Programming, 2022

ParticleGrid: Enabling Deep Learning using 3D Representation of Materials.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021
Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows.
IEEE Signal Process. Mag., 2021

Porting and Evaluation of a Distributed Task-driven Stencil-based Application.
Proceedings of the PMAM@PPoPP 2021: Proceedings of the Twelfth International Workshop on Programming Models and Applications for Multicores and Manycores, 2021

Using the Semi-Stencil Algorithm to Accelerate High-Order Stencils on GPUs.
Proceedings of the 2021 International Workshop on Performance Modeling, 2021

Evaluation of Distributed Tasks in Stencil-based Application on GPUs.
Proceedings of the 6th IEEE/ACM International Workshop on Extreme Scale Programming Models and Middleware, 2021

2020
Minimod: A Finite Difference solver for Seismic Modeling.
CoRR, 2020

Deep Neural Network Learning with Second-Order Optimizers - a Practical Study with a Stochastic Quasi-Gauss-Newton Method.
CoRR, 2020

Accelerating High-Order Stencils on GPUs.
Proceedings of the 2020 IEEE/ACM Performance Modeling, 2020

Evaluating Performance of OpenMP Tasks in a Seismic Stencil Application.
Proceedings of the OpenMP: Portable Multi-Level Parallelism on Modern Systems, 2020

2017
Inexact hierarchical scale separation: A two-scale approach for linear systems from discontinuous Galerkin discretizations.
Comput. Math. Appl., 2017

2016
Performance Analysis and Optimization of a Hybrid Distributed Reverse Time Migration Application.
CoRR, 2016

A survey of sparse matrix-vector multiplication performance on large matrices.
CoRR, 2016

Performance Analysis and Optimization of a Hybrid Seismic Imaging Application.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
Simulating stencil-based application on future Xeon Phi processor.
Proceedings of the 6th International Workshop on Performance Modeling, 2015

Learning with a Wasserstein Loss.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Algorithm 942: Semi-Stencil.
ACM Trans. Math. Softw., 2014

Modeling Stencil Computations on Modern HPC Architectures.
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2014

Using GPU Shared Memory with a Directive-Based Approach.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

2013
Parallel sparse FFT.
Proceedings of the 3rd Workshop on Irregular Applications - Architectures and Algorithms, 2013

Filesystem Aware Scalable I/O Framework for Data-Intensive Parallel Applications.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2011
Assessing Accelerator-Based HPC Reverse Time Migration.
IEEE Trans. Parallel Distributed Syst., 2011

Towards a Multi-Level Cache Performance Model for 3D Stencil Computation.
Proceedings of the International Conference on Computational Science, 2011

2009
3D seismic imaging through reverse-time migration on homogeneous and heterogeneous multi-core processors.
Sci. Program., 2009

High-Performance Reverse Time Migration on GPU.
Proceedings of the 2009 International Conference of the Chilean Computer Science Society, 2009

Introducing the <i>Semi-stencil</i> Algorithm.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

Exploiting memory customization in FPGA for 3D stencil computations.
Proceedings of the 2009 International Conference on Field-Programmable Technology, 2009

2006
Enabling user-driven Checkpointing strategies in Reverse-mode Automatic Differentiation
CoRR, 2006


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