Mauricio Araya-Polo

According to our database, Mauricio Araya-Polo authored at least 52 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning CO2 plume migration in faulted reservoirs with Graph Neural Networks.

Xin Ju, François P. Hamon, Gege Wen, Rayan Kanfar, Mauricio Araya-Polo, Hamdi A. Tchelepi

Comput. Geosci., 2024

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

Baodi Shan, Mauricio Araya-Polo

CoRR, 2024

Automated Code Generation of High-Order Stencils for a Dataflow Architecture.

Ryuichi Sai, John M. Mellor-Crummey, Jinfan Xu, Mauricio Araya-Polo

Proceedings of the International Conference for High Performance Computing, 2024

Matrix-Free Finite Volume Kernels on a Dataflow Architecture.

Ryuichi Sai, François P. Hamon, John M. Mellor-Crummey, Mauricio Araya-Polo

Proceedings of the International Conference for High Performance Computing, 2024

Inversion of Time-Lapse Surface Gravity Data for Monitoring of 3D CO₂ Plumes via Physics Informed Neural Networks.

Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo

Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing, 2024

Evaluation of Directive-Based Programming Models for Stencil Computation on Current GPGPU Architectures.

Baodi Shan, Mauricio Araya-Polo, Barbara M. Chapman

Proceedings of the Advancing OpenMP for Future Accelerators, 2024

Towards a Scalable and Efficient PGAS-Based Distributed OpenMP.

Baodi Shan, Mauricio Araya-Polo, Barbara M. Chapman

Proceedings of the Advancing OpenMP for Future Accelerators, 2024

Evaluation of Programming Models and Performance for Stencil Computation on GPGPUs.

Baodi Shan, Mauricio Araya-Polo

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Learning-Based Seismic Velocity Inversion with Synthetic and Field Data.

Stuart Farris, Robert G. Clapp, Mauricio Araya-Polo

Sensors, October, 2023

Inversion of Time-Lapse Surface Gravity Data for Detection of 3-D CO₂ Plumes via Deep Learning.

Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price

IEEE Trans. Geosci. Remote. Sens., 2023

Encoder-Decoder Architecture for 3D Seismic Inversion.

Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo

Sensors, 2023

Distributed Reinforcement Learning for Molecular Design: Antioxidant case.

Huanyi Qin, Denis Akhiyarov, Sophie Loehlé, Kenneth Chiu, Mauricio Araya-Polo

CoRR, 2023

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

Shehtab Zaman, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu

CoRR, 2023

Deep Compressed Learning for 3D Seismic Inversion.

Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo

CoRR, 2023

Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO₂ Plumes via Deep Learning.

Adrian Celaya, Mauricio Araya-Polo

CoRR, 2023

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

Ryuichi Sai, Jinfan Xu, Mauricio Araya-Polo, John M. Mellor-Crummey

CoRR, 2023

Learning CO₂ plume migration in faulted reservoirs with Graph Neural Networks.

Xin Ju, François P. Hamon, Gege Wen, Rayan Kanfar, Mauricio Araya-Polo, Hamdi A. Tchelepi

CoRR, 2023

Massively Distributed Finite-Volume Flux Computation.

Ryuichi Sai, Mathias Jacquelin, François P. Hamon, Mauricio Araya-Polo, Randolph R. Settgast

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.

Charles Moussa, Hao Wang, Mauricio Araya-Polo, Thomas Bäck, Vedran Dunjko

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.

Baodi Shan, Mauricio Araya-Polo, Abid M. Malik, Barbara M. Chapman

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 CO₂ Plumes via Deep Learning.

Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price

CoRR, 2022

Massively scalable stencil algorithm.

Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng

CoRR, 2022

Accelerating high-order stencils on GPUs.

Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Keren Zhou, Mauricio Araya-Polo, Jie Meng

Concurr. Comput. Pract. Exp., 2022

Scalable Distributed High-Order Stencil Computations.

Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Towards Efficient Remote OpenMP Offloading.

Wenbin Lu, Baodi Shan, Eric Raut, Jie Meng, Mauricio Araya-Polo, Johannes Doerfert, Abid Muslim Malik, Barbara M. Chapman

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.

Shehtab Zaman, Ethan Ferguson, Cécile Pereira, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu

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.

Amir Adler, Mauricio Araya-Polo, Tomaso A. Poggio

IEEE Signal Process. Mag., 2021

Porting and Evaluation of a Distributed Task-driven Stencil-based Application.

Eric Raut, Jonathon M. Anderson, Mauricio Araya-Polo, Jie Meng

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.

Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng

Proceedings of the 2021 International Workshop on Performance Modeling, 2021

Evaluation of Distributed Tasks in Stencil-based Application on GPUs.

Eric Raut, Jonathon M. Anderson, Mauricio Araya-Polo, Jie Meng

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.

Jie Meng, Andreas Atle, Henri Calandra, Mauricio Araya-Polo

CoRR, 2020

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

Christopher Thiele, Mauricio Araya-Polo, Detlef Hohl

CoRR, 2020

Accelerating High-Order Stencils on GPUs.

Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng

Proceedings of the 2020 IEEE/ACM Performance Modeling, 2020

Evaluating Performance of OpenMP Tasks in a Seismic Stencil Application.

Eric Raut, Jie Meng, Mauricio Araya-Polo, Barbara M. Chapman

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.

Christopher Thiele, Mauricio Araya-Polo, Faruk O. Alpak, Beatrice Riviere, Florian Frank

Comput. Math. Appl., 2017

2016

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

Sri Raj Paul, John M. Mellor-Crummey, Mauricio Araya-Polo, Detlef Hohl

CoRR, 2016

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

Max Grossman, Christopher Thiele, Mauricio Araya-Polo, Florian Frank, Faruk O. Alpak, Vivek Sarkar

CoRR, 2016

Performance Analysis and Optimization of a Hybrid Seismic Imaging Application.

Sri Raj Paul, Mauricio Araya-Polo, John M. Mellor-Crummey, Detlef Hohl

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Simulating stencil-based application on future Xeon Phi processor.

Chitra Natarajan, Carl J. Beckmann, Anthony Nguyen, Mauricio Araya-Polo, Tryggve Fossum, Detlef Hohl

Proceedings of the 6th International Workshop on Performance Modeling, 2015

Learning with a Wasserstein Loss.

Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Algorithm 942: Semi-Stencil.

Raúl de la Cruz, Mauricio Araya-Polo

ACM Trans. Math. Softw., 2014

Modeling Stencil Computations on Modern HPC Architectures.

Raúl de la Cruz, Mauricio Araya-Polo

Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2014

Using GPU Shared Memory with a Directive-Based Approach.

Wei Ding, Ligang Lu, Mauricio Araya-Polo, Amik St.-Cyr, Detlef Hohl, Barbara M. Chapman

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

2013

Parallel sparse FFT.

Cheng Wang, Mauricio Araya-Polo, Sunita Chandrasekaran, Amik St.-Cyr, Barbara M. Chapman, Detlef Hohl

Proceedings of the 3rd Workshop on Irregular Applications - Architectures and Algorithms, 2013

Filesystem Aware Scalable I/O Framework for Data-Intensive Parallel Applications.

Rengan Xu, Mauricio Araya-Polo, Barbara M. Chapman

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2011

Assessing Accelerator-Based HPC Reverse Time Migration.

Mauricio Araya-Polo, Javier Cabezas, Mauricio Hanzich, Miquel Pericàs, Félix Rubio, Isaac Gelado, Muhammad Shafiq, Enric Morancho, Nacho Navarro, Eduard Ayguadé, José María Cela, Mateo Valero

IEEE Trans. Parallel Distributed Syst., 2011

Towards a Multi-Level Cache Performance Model for 3D Stencil Computation.

Raúl de la Cruz, Mauricio Araya-Polo

Proceedings of the International Conference on Computational Science, 2011

2009

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

Mauricio Araya-Polo, Félix Rubio, Raúl de la Cruz, Mauricio Hanzich, José María Cela, Daniele Paolo Scarpazza

Sci. Program., 2009

High-Performance Reverse Time Migration on GPU.

Javier Cabezas, Mauricio Araya-Polo, Isaac Gelado, Nacho Navarro, Enric Morancho, José María Cela

Proceedings of the 2009 International Conference of the Chilean Computer Science Society, 2009

Introducing the <i>Semi-stencil</i> Algorithm.

Raúl de la Cruz, Mauricio Araya-Polo, José María Cela

Proceedings of the Parallel Processing and Applied Mathematics, 2009

Exploiting memory customization in FPGA for 3D stencil computations.

Muhammad Shafiq, Miquel Pericàs, Raúl de la Cruz, Mauricio Araya-Polo, Nacho Navarro, Eduard Ayguadé

Proceedings of the 2009 International Conference on Field-Programmable Technology, 2009

2006

Enabling user-driven Checkpointing strategies in Reverse-mode Automatic Differentiation

Laurent Hascoët, Mauricio Araya-Polo

CoRR, 2006