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ORCIDMauricio Araya-Polo
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- affiliation: Shell international Exploration & Production Inc., Houston, USA
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Journal Articles
- 2023
[j9]Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo:
Encoder-Decoder Architecture for 3D Seismic Inversion. Sensors 23(1): 61 (2023)- [j8]Stuart Farris
, Robert G. Clapp, Mauricio Araya-Polo:
Learning-Based Seismic Velocity Inversion with Synthetic and Field Data. Sensors 23(19): 8277 (2023) - [j7]Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price:
Inversion of Time-Lapse Surface Gravity Data for Detection of 3-D CO2 Plumes via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - 2022
- [j6]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) - 2021
- [j5]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): 89-119 (2021) - 2017
- [j4]Christopher Thiele, Mauricio Araya-Polo, Faruk O. Alpak, Beatrice Riviere, Florian Frank:
Inexact hierarchical scale separation: A two-scale approach for linear systems from discontinuous Galerkin discretizations. Comput. Math. Appl. 74(8): 1769-1778 (2017) - 2014
- [j3]Raúl de la Cruz, Mauricio Araya-Polo:
Algorithm 942: Semi-Stencil. ACM Trans. Math. Softw. 40(3): 23:1-23:39 (2014) - 2011
- [j2]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): 147-162 (2011) - 2009
- [j1]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): 185-198 (2009)
Conference and Workshop Papers
- 2023
- [c22]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: 50-59 - [c21]Charles Moussa, Hao Wang, Mauricio Araya-Polo, Thomas Bäck, Vedran Dunjko:
Application of quantum-inspired generative models to small molecular datasets. QCE 2023: 342-348 - [c20]Ryuichi Sai, Mathias Jacquelin, François P. Hamon, Mauricio Araya-Polo, Randolph R. Settgast:
Massively Distributed Finite-Volume Flux Computation. SC Workshops 2023: 1713-1720 - 2022
- [c19]Shehtab Zaman, Ethan Ferguson, Cécile Pereira, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu:
ParticleGrid: Enabling Deep Learning using 3D Representation of Materials. e-Science 2022: 378-388 - [c18]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: 17-31 - [c17]Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng:
Scalable Distributed High-Order Stencil Computations. SC 2022: 30:1-30:13 - 2021
- [c16]Eric Raut, Jonathon M. Anderson, Mauricio Araya-Polo, Jie Meng:
Evaluation of Distributed Tasks in Stencil-based Application on GPUs. ESPM2@SC 2021: 45-52 - [c15]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: 63-68 - [c14]Eric Raut, Jonathon M. Anderson, Mauricio Araya-Polo, Jie Meng:
Porting and Evaluation of a Distributed Task-driven Stencil-based Application. PMAM@PPoPP 2021: 21-30 - 2020
- [c13]Eric Raut, Jie Meng, Mauricio Araya-Polo, Barbara M. Chapman:
Evaluating Performance of OpenMP Tasks in a Seismic Stencil Application. IWOMP 2020: 67-81 - [c12]Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng:
Accelerating High-Order Stencils on GPUs. PMBS@SC 2020: 86-108 - 2016
- [c11]Sri Raj Paul, Mauricio Araya-Polo, John M. Mellor-Crummey, Detlef Hohl:
Performance Analysis and Optimization of a Hybrid Seismic Imaging Application. ICCS 2016: 8-18 - 2015
- [c10]Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio:
Learning with a Wasserstein Loss. NIPS 2015: 2053-2061 - [c9]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: 7:1-7:10 - 2014
- [c8]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: 1021-1028 - [c7]Raúl de la Cruz, Mauricio Araya-Polo:
Modeling Stencil Computations on Modern HPC Architectures. PMBS@SC 2014: 149-171 - 2013
- [c6]Rengan Xu, Mauricio Araya-Polo, Barbara M. Chapman:
Filesystem Aware Scalable I/O Framework for Data-Intensive Parallel Applications. IPDPS Workshops 2013: 2007-2014 - [c5]Cheng Wang, Mauricio Araya-Polo, Sunita Chandrasekaran, Amik St.-Cyr, Barbara M. Chapman, Detlef Hohl:
Parallel sparse FFT. IA3@SC 2013: 10:1-10:8 - 2011
- [c4]Raúl de la Cruz, Mauricio Araya-Polo:
Towards a Multi-Level Cache Performance Model for 3D Stencil Computation. ICCS 2011: 2146-2155 - 2009
- [c3]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: 38-45 - [c2]Raúl de la Cruz, Mauricio Araya-Polo, José María Cela:
Introducing the Semi-stencil Algorithm. PPAM (1) 2009: 496-506 - [c1]Javier Cabezas, Mauricio Araya-Polo, Isaac Gelado, Nacho Navarro, Enric Morancho, José María Cela:
High-Performance Reverse Time Migration on GPU. SCCC 2009: 77-86
Informal and Other Publications
- 2024
- [i20]Baodi Shan, Mauricio Araya-Polo:
Evaluation of Programming Models and Performance for Stencil Computation on Current GPU Architectures. CoRR abs/2404.04441 (2024) - 2023
- [i19]Charles Moussa, Hao Wang, Mauricio Araya-Polo, Thomas Bäck, Vedran Dunjko:
Application of quantum-inspired generative models to small molecular datasets. CoRR abs/2304.10867 (2023) - [i18]Ryuichi Sai, Mathias Jacquelin, François P. Hamon, Mauricio Araya-Polo, Randolph R. Settgast:
Massively Distributed Finite-Volume Flux Computation. CoRR abs/2304.11274 (2023) - [i17]Xin Ju, François P. Hamon, Gege Wen, Rayan Kanfar, Mauricio Araya-Polo, Hamdi A. Tchelepi:
Learning CO2 plume migration in faulted reservoirs with Graph Neural Networks. CoRR abs/2306.09648 (2023) - [i16]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 abs/2309.04671 (2023) - [i15]Adrian Celaya, Mauricio Araya-Polo:
Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO2 Plumes via Deep Learning. CoRR abs/2310.04430 (2023) - [i14]Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo:
Deep Compressed Learning for 3D Seismic Inversion. CoRR abs/2311.00107 (2023) - [i13]Shehtab Zaman, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu:
STRIDE: Structure-guided Generation for Inverse Design of Molecules. CoRR abs/2311.06297 (2023) - [i12]Huanyi Qin, Denis Akhiyarov, Sophie Loehlé, Kenneth Chiu, Mauricio Araya-Polo:
Distributed Reinforcement Learning for Molecular Design: Antioxidant case. CoRR abs/2312.01267 (2023) - 2022
- [i11]Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng:
Massively scalable stencil algorithm. CoRR abs/2204.03775 (2022) - [i10]Maayan Gelboim, Amir Adler, Yen Sun, Mauricio Araya-Polo:
Encoder-Decoder Architecture for 3D Seismic Inversion. CoRR abs/2207.14789 (2022) - [i9]Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price:
Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO2 Plumes via Deep Learning. CoRR abs/2209.02850 (2022) - [i8]Shehtab Zaman, Ethan Ferguson, Cécile Pereira, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu:
ParticleGrid: Enabling Deep Learning using 3D Representation of Materials. CoRR abs/2211.08506 (2022) - 2020
- [i7]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 abs/2004.03040 (2020) - [i6]Jie Meng, Andreas Atle, Henri Calandra, Mauricio Araya-Polo:
Minimod: A Finite Difference solver for Seismic Modeling. CoRR abs/2007.06048 (2020) - [i5]Ryuichi Sai, John M. Mellor-Crummey, Xiaozhu Meng, Mauricio Araya-Polo, Jie Meng:
Accelerating High-Order Stencils on GPUs. CoRR abs/2009.04619 (2020) - 2016
- [i4]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 abs/1603.03971 (2016) - [i3]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 abs/1608.00636 (2016) - 2015
- [i2]Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio:
Learning with a Wasserstein Loss. CoRR abs/1506.05439 (2015) - 2006
- [i1]Laurent Hascoët, Mauricio Araya-Polo:
Enabling user-driven Checkpointing strategies in Reverse-mode Automatic Differentiation. CoRR abs/cs/0606042 (2006)
Coauthor Index
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