Mauricio Araya-Polo

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 38

Top Topics

Top Venues

Publications

Ryuichi Sai, Mathias Jacquelin, François P. Hamon, Mauricio Araya-Polo, Randolph R. Settgast
Massively Distributed Finite-Volume Flux Computation. CoRR (2023)
Ryuichi Sai, Jinfan Xu, Mauricio Araya-Polo, John M. Mellor-Crummey
Towards Accelerating High-Order Stencils on Modern GPUs and Emerging Architectures with a Portable Framework. CoRR (2023)
Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price
Plumes via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo
Encoder-Decoder Architecture for 3D Seismic Inversion. Sensors 23 (1) (2023)
Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo
Deep Compressed Learning for 3D Seismic Inversion. CoRR (2023)
Shehtab Zaman, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu
STRIDE: Structure-guided Generation for Inverse Design of Molecules. CoRR (2023)
Adrian Celaya, Mauricio Araya-Polo
Plumes via Deep Learning. CoRR (2023)
Charles Moussa, Hao Wang, Mauricio Araya-Polo, Thomas Bäck, Vedran Dunjko
Application of quantum-inspired generative models to small molecular datasets. QCE (2023)
Ryuichi Sai, Mathias Jacquelin, François P. Hamon, Mauricio Araya-Polo, Randolph R. Settgast
Massively Distributed Finite-Volume Flux Computation. SC Workshops (2023)
Huanyi Qin, Denis Akhiyarov, Sophie Loehlé, Kenneth Chiu, Mauricio Araya-Polo
Distributed Reinforcement Learning for Molecular Design: Antioxidant case. CoRR (2023)
Charles Moussa, Hao Wang, Mauricio Araya-Polo, Thomas Bäck, Vedran Dunjko
Application of quantum-inspired generative models to small molecular datasets. CoRR (2023)
Stuart Farris, Robert G. Clapp, Mauricio Araya-Polo
Learning-Based Seismic Velocity Inversion with Synthetic and Field Data. Sensors 23 (19) (2023)
Xin Ju, François P. Hamon, Gege Wen, Rayan Kanfar, Mauricio Araya-Polo, Hamdi A. Tchelepi
plume migration in faulted reservoirs with Graph Neural Networks. CoRR (2023)
Baodi Shan, Mauricio Araya-Polo, Abid M. Malik, Barbara M. Chapman
MPI-based Remote OpenMP Offloading: A More Efficient and Easy-to-use Implementation. PMAM@PPoPP (2023)
Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo
Encoder-Decoder Architecture for 3D Seismic Inversion. CoRR (2022)
Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng
Scalable Distributed High-Order Stencil Computations. SC (2022)
Shehtab Zaman, Ethan Ferguson, Cécile Pereira, Denis Akhivarov, Mauricio Araya-Polo, Kenneth Chiu
ParticleGrid: Enabling Deep Learning using 3D Representation of Materials. e-Science (2022)
Wenbin Lu, Baodi Shan, Eric Raut, Jie Meng, Mauricio Araya-Polo, Johannes Doerfert, Abid Muslim Malik, Barbara M. Chapman
Towards Efficient Remote OpenMP Offloading. IWOMP (2022)
Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng
Massively scalable stencil algorithm. CoRR (2022)
Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price
Plumes via Deep Learning. CoRR (2022)
Shehtab Zaman, Ethan Ferguson, Cécile Pereira, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu
ParticleGrid: Enabling Deep Learning using 3D Representation of Materials. CoRR (2022)
Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Keren Zhou, Mauricio Araya-Polo, Jie Meng
Accelerating high-order stencils on GPUs. Concurr. Comput. Pract. Exp. 34 (20) (2022)
Eric Raut, Jonathon Anderson, Mauricio Araya-Polo, Jie Meng
Evaluation of Distributed Tasks in Stencil-based Application on GPUs. ESPM2@SC (2021)
Amir Adler, Mauricio Araya-Polo, Tomaso A. Poggio
Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows. IEEE Signal Process. Mag. 38 (2) (2021)
Eric Raut, Jonathon Anderson, Mauricio Araya-Polo, Jie Meng
Porting and Evaluation of a Distributed Task-driven Stencil-based Application. PMAM@PPoPP (2021)
Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng
Using the Semi-Stencil Algorithm to Accelerate High-Order Stencils on GPUs. PMBS (2021)
Christopher Thiele, Mauricio Araya-Polo, Detlef Hohl
Deep Neural Network Learning with Second-Order Optimizers - a Practical Study with a Stochastic Quasi-Gauss-Newton Method. CoRR (2020)
Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng
Accelerating High-Order Stencils on GPUs. PMBS@SC (2020)
Jie Meng, Andreas Atle, Henri Calandra, Mauricio Araya-Polo
Minimod: A Finite Difference solver for Seismic Modeling. CoRR (2020)
Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng
Accelerating High-Order Stencils on GPUs. CoRR (2020)
Eric Raut, Jie Meng, Mauricio Araya-Polo, Barbara M. Chapman
Evaluating Performance of OpenMP Tasks in a Seismic Stencil Application. IWOMP (2020)
Christopher Thiele, Mauricio Araya-Polo, Faruk O. Alpak, Béatrice Rivière, Florian Frank
Inexact hierarchical scale separation: A two-scale approach for linear systems from discontinuous Galerkin discretizations. Comput. Math. Appl. 74 (8) (2017)
Sri Raj Paul, John M. Mellor-Crummey, Mauricio Araya-Polo, Detlef Hohl
Performance Analysis and Optimization of a Hybrid Distributed Reverse Time Migration Application. CoRR (2016)
Max Grossman, Christopher Thiele, Mauricio Araya-Polo, Florian Frank, Faruk O. Alpak, Vivek Sarkar
A survey of sparse matrix-vector multiplication performance on large matrices. CoRR (2016)
Sri Raj Paul, Mauricio Araya-Polo, John M. Mellor-Crummey, Detlef Hohl
Performance Analysis and Optimization of a Hybrid Seismic Imaging Application. ICCS (2016)
Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio
Learning with a Wasserstein Loss. CoRR (2015)
Chitra Natarajan, Carl J. Beckmann, Anthony Nguyen, Mauricio Araya-Polo, Tryggve Fossum, Detlef Hohl
Simulating stencil-based application on future Xeon Phi processor. PMBS@SC (2015)
Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio
Learning with a Wasserstein Loss. NIPS (2015)
Wei Ding, Ligang Lu, Mauricio Araya-Polo, Amik St.-Cyr, Detlef Hohl, Barbara M. Chapman
Using GPU Shared Memory with a Directive-Based Approach. IPDPS Workshops (2014)
Raúl de la Cruz, Mauricio Araya-Polo
Algorithm 942: Semi-Stencil. ACM Trans. Math. Softw. 40 (3) (2014)
Raúl de la Cruz, Mauricio Araya-Polo
Modeling Stencil Computations on Modern HPC Architectures. PMBS@SC (2014)
Rengan Xu, Mauricio Araya-Polo, Barbara M. Chapman
Filesystem Aware Scalable I/O Framework for Data-Intensive Parallel Applications. IPDPS Workshops (2013)
Cheng Wang, Mauricio Araya-Polo, Sunita Chandrasekaran, Amik St.-Cyr, Barbara M. Chapman, Detlef Hohl
Parallel sparse FFT. IA3@SC (2013)
Raúl de la Cruz, Mauricio Araya-Polo
Towards a Multi-Level Cache Performance Model for 3D Stencil Computation. ICCS (2011)
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
Assessing Accelerator-Based HPC Reverse Time Migration. IEEE Trans. Parallel Distributed Syst. 22 (1) (2011)
Raúl de la Cruz, Mauricio Araya-Polo, José María Cela
Algorithm. PPAM (1) (2009)
Javier Cabezas, Mauricio Araya-Polo, Isaac Gelado, Nacho Navarro, Enric Morancho, José María Cela
High-Performance Reverse Time Migration on GPU. SCCC (2009)
Muhammad Shafiq, Miquel Pericàs, Raúl de la Cruz, Mauricio Araya-Polo, Nacho Navarro, Eduard Ayguadé
Exploiting memory customization in FPGA for 3D stencil computations. FPT (2009)
Mauricio Araya-Polo, Félix Rubio, Raúl de la Cruz, Mauricio Hanzich, José María Cela, Daniele Paolo Scarpazza
3D seismic imaging through reverse-time migration on homogeneous and heterogeneous multi-core processors. Sci. Program. 17 (1-2) (2009)
Laurent Hascoët, Mauricio Araya-Polo
Enabling user-driven Checkpointing strategies in Reverse-mode Automatic Differentiation CoRR (2006)