HPC for Energy

Livrables

Report of the Implementation of computing Kernels in accelerator based architectures
Report on statistical downscaling strategies
Report on geophysical uncertainty developments in the era of exascale
Report on industrial evaluation of the deployed techniques
Report on dynamical downscaling strategies
Report of Performance Evaluation for different applications in WP4, WP5, WP6
Space-time adaptivity report

• Implementation of libMesh in the target machines • Implementation of time adaptivity in libMesh • Scalability tests on problems specified in WP6 • Scalability tests with advanced linear solvers of task 3.3

Report on forecasting strategies
Analysis of the dynamics, stability, thermal power and pollutant formation in industrial combustors
Report on scalable high order numerical schemes on massive parallel architectures

• Reports on finite difference mimetic method • Reports on the finite element MHM methods

Benchmark of the geophysical algorithms using tests on D6.3
Dissemination Plan

This deliverable will set out the dissemination strategy and the activities to be undertaken to achieve this. Results of the dissemination work will be reported in the periodic and final reports.

Development of detailed, reduced and tabulated chemical kinetic schemes for biomass combustion
Report on the dynamics and stability of biomass-derived synthetic gas flames in portable hydrogen reformers
Report on advances in FD/FE strategies for geophysical wave propagation in 3D
Report on the impact of novel HPC technologies in the O&G industry (outreach)
Report on wind farm modelling comparing RANS and LES models
Scalable sparse linear solvers report

Reports on scalable sparse linear solvers Integration and testing of scalable sparse linear solvers in libMesh Integration and testing of scalable sparse linear solvers in applications from WP4 to WP6

Report of the Implementation of computing Kernels in symmetric multicore-based architectures
Industrial guidelines for the use and operation of biomass-derived fuels.
Video

BSC will produce a final video to disseminate the results of the project

Project Management and Quality Guidelines

This deliverable will describe the project’s internal management procedures, detailing the project’s Quality assurance process as well as a detailed Risk evaluation and internal communication tools and mechanisms.

Report on performance of ABL-CFD models under HPC
Big Data management and analysis of numerical simulations report

Report on the data management support for pre and post processing of numerical simulation. Implementation of SimDB and UpsilonDB giving support for numerical simulation data Report on Chiron use to support Uncertainty Quantification in numerical simulations for the applications in WP6 Implementation of user interaction support in Chiron Report on user interaction support in Chiron for WP6 applications

Final Dissemination and Exploitation Report

This deliverable will report on the dissemination and exploitation activities of the project

Report on multilevel programming and I/O optimizations

Website deploying a suite of geophysical tests for wave propagation problems on extreme scale machines

Publications

Analysis of GPU Power Consumption Using Internal Sensors

Auteurs: Mariza Ferro; André Yokoyama; Vinícius Klôh; Gabrieli Silva; Rodrigo Gandra; Ricardo Bragança; André Bulcão; Bruno Schulze
Publié dans: XXXVII Congresso da Sociedade Brasileira de Computação, Numéro 5, 2017
Éditeur: XXXVII Congresso da Sociedade Brasileira de Computação
DOI: 10.5281/zenodo.833347

Three-Dimensional CSEM Modelling on Unstructured Tetrahedral Meshes Using Edge Finite Elements

Auteurs: Octavio Castillo-Reyes, Josep de la Puente, José María Cela
Publié dans: High Performance Computing. CARLA 2016. Communications in Computer and Information Science, 2017, Page(s) 247-256
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-57972-6_18

Estudo de Abordagens de Monitoramento de Desempenho e Energia para Computação Científica

Auteurs: Gabrieli Dutra Silva; Mariza Ferro; Victor Dias Oliveira; Vinícius Prata Klôh; André Yokoyama; Bruno Shulze
Publié dans: XVII Simpósio em Sistemas Computacionais de Alto Desempenho - WSCAD-WIC-2017, Numéro 3, 2017
Éditeur: Simpósio em Sistemas Computacionais de Alto Desempenho
DOI: 10.5281/zenodo.1035164

Evaluating directive-based programming models on Wave Propagation Kernels

Auteurs: S. Rodriguez
Publié dans: 79th EAGE Conference and Exhibition 2017 - Workshops, 2017, ISBN 978-94-6282-219-1
Éditeur: EAGE Publications BV
DOI: 10.3997/2214-4609.201701763

Optimizing Fully Anisotropic Elastic Propagation on 2nd Generation Intel Xeon Phi Processors

Auteurs: A. Farres, A. Duran, C. Rosas, M. Hanzich, C. Yount, S. Fernández
Publié dans: 79th EAGE Conference and Exhibition 2017, 2017, ISBN 978-94-6282-217-7
Éditeur: EAGE Publications BV
DOI: 10.3997/2214-4609.201700497

Spark Scalability Analysis in a Scientific Workflow

Auteurs: Souza, Renan; Silva, Vitor; Miranda, Pedro; Lima, Alexandre; Valduriez, Patrick; Mattoso, Marta
Publié dans: Simpósio Brasileiro de Banco de Dados, 2017, Uberlândia. 32º SBBD, Numéro 2, 2017
Éditeur: Simpósio Brasileiro de Banco de Dados

Data mining the memory access stream to detect anomalous application behavior

Auteurs: Francis B. Moreira, Matthias Diener, Philippe O. A. Navaux, Israel Koren
Publié dans: Proceedings of the Computing Frontiers Conference on ZZZ - CF'17, 2017, Page(s) 45-52, ISBN 9781-450344876
Éditeur: ACM Press
DOI: 10.1145/3075564.3075578

Experimental and analytical study of Xeon Phi reliability

Auteurs: Daniel Oliveira, Laércio Pilla, Nathan DeBardeleben, Sean Blanchard, Heather Quinn, Israel Koren, Philippe Navaux, Paolo Rech
Publié dans: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '17, 2017, Page(s) 1-12, ISBN 9781-450351140
Éditeur: ACM Press
DOI: 10.1145/3126908.3126960

Experimentos no uso do modelo de atores para simulações numéricas distribuídas baseadas em elementos finitos

Auteurs: Gomes, A. T. A., Zillmer, F.
Publié dans: Workshop de Computação em Clouds e Aplicações (WCGA), 2017, Belém-PA, Brazil. Anais do XV Workshop de Computação em Clouds e Aplicações (WCGA 2017), 2017
Éditeur: Workshop de Computação em Clouds e Aplicações

High Performance I/O for Seismic Wave Propagation Simulations

Auteurs: Francieli Zanon Boito, Jean Luca Bez, Fabrice Dupros, Mario A. R. Dantas, Philippe O. A. Navaux, Hideo Aochi
Publié dans: 2017 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), 2017, Page(s) 31-38, ISBN 978-1-5090-6058-0
Éditeur: IEEE
DOI: 10.1109/PDP.2017.92

Performance analysis of the MHM simulator in a petascale machine

Auteurs: Antonio Tadeu Azevedo Gomes, Diego Paredes, Weslley da Silva Pereira, Roberto Pinto Souto, Frédéric Valentin
Publié dans: Proceedings of the XXXVIII Iberian Latin American Congress on Computational Methods in Engineering, 2017
Éditeur: ABMEC Brazilian Association of Computational Methods in Engineering
DOI: 10.20906/cps/cilamce2017-0381

Residual-based variational multiscale simulation of erosion using libMesh

Auteurs: Malú Grave, José J. Camata, Alvaro L. G A. Coutinho
Publié dans: Proceedings of the XXXVIII Iberian Latin American Congress on Computational Methods in Engineering, 2017
Éditeur: ABMEC Brazilian Association of Computational Methods in Engineering
DOI: 10.20906/CPS/CILAMCE2017-0370

Leveraging cloud heterogeneity of cost-efficient execution of parallel applications

Auteurs: Eduardo Roloff, Matthias Diener, Emmanuell Diaz Carreño, Luciano Paschoal Gaspary, Philippe O. A. Navaux
Publié dans: 2017, Page(s) 399-411
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-64203-1_29

Simulation of a collapsing column for dense granular flows

Auteurs: Linda G. Gesenhues, José J. Camata, Alvaro L.G.A. Coutinho
Publié dans: Proceedings of the XXXVIII Iberian Latin American Congress on Computational Methods in Engineering, 2017
Éditeur: ABMEC Brazilian Association of Computational Methods in Engineering
DOI: 10.20906/CPS/CILAMCE2017-0778

Strategies to Improve the Performance of a Geophysics Model for Different Manycore Systems

Auteurs: Matheus S. Serpa, Eduardo H.M. Cruz, Matthias Diener, Arthur M. Krause, Albert Farres, Claudia Rosas, Jairo Panetta, Mauricio Hanzich, Philippe O.A. Navaux
Publié dans: 2017 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW), 2017, Page(s) 49-54, ISBN 978-1-5386-4819-3
Éditeur: IEEE
DOI: 10.1109/SBAC-PADW.2017.17

TARS: An Array Model with Rich Semantics for Multidimensional Data

Auteurs: Gaspar D., Porto F., Akbarinia R., Pacitti E.
Publié dans: ER FORUM 2017: Conceptual Modeling : Research In Progress, 2017
Éditeur: ER FORUM

Tracking of Online Parameter Fine-tuning in Scientific Workflows

Auteurs: Souza R., Silva V., Camata J.J., Coutinho A.L.G.A., Valduriez P., Mattoso M.
Publié dans: Workflows in Support of Large-Scale Science, 2017, Denver, CO. Supercomputing Workshops, SC17, 12th WORKS, 2017., 2017
Éditeur: Workflows in Support of Large-Scale Science

Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach

Auteurs: Garcia Pinto, Vinicius; Thibault, Samuel; Legrand, Arnaud; Danjean, Vincent; Mello Schnorr, Lucas; Stanisic, Luka
Publié dans: 3rd Workshop on Visual Performance Analysis (VPA), 2016
Éditeur: CEDMAV

Database System Support of Simulation Data

Auteurs: Blanco, Pablo; Valduriez, Patrick; Lustosa, Hermano; Porto, Fabio
Publié dans: Proceedings of the VLDB Endowment (PVLDB), Numéro N 13, Vol. 9, 2016, Page(s) 1329-1340, ISSN 2150-8097
Éditeur: VLDB Endowment

Resolution strategy for the Hybridizable Discontinuous Galerkin system for solving Helmholtz elastic wave equations

Auteurs: Calandra, Henri; Diaz, Julien; Lanteri, Stephane; Bonnasse-Gahot, Marie
Publié dans: Face-to-face meeting HPC4E Brazilian-European project, Sep 2016, Gramado, Brazil, 2016
Éditeur: HAL-Inria

Scientific Workflow Execution with Multiple Objectives in Multisite Clouds

Auteurs: Valduriez, Patrick; Oliveira, Daniel; Liu, Ji; Pacitti, Esther; Mattoso, Marta
Publié dans: Proceedings of the BDA 2016 Conference., 2016
Éditeur: 32eme Conference sur la Gestion de Donnees - Principes, Technologies et Applications

Comparison of solvers performance when solving the 3D Helmholtz elastic wave equations over the Hybridizable Discontinuous Galerkin method

Auteurs: Calandra, Henri; Diaz, Julien; Bonnasse-Gahot, Marie; Lanteri, Stephane
Publié dans: MATHIAS – TOTAL Symposium on Mathematics, 2016
Éditeur: MATHIAS – TOTAL Symposium on Mathematics

Mimetic Operators for Seismic Exploration

Auteurs: Ferrer, Miguel; Rojas, Otilio; Kormann, Jean; de la Puente, Josep
Publié dans: 78th EAGE Conference and Exhibition 2016 - Workshops, 2016
Éditeur: European Association of Geoscientists and Engineers
DOI: 10.3997/2214-4609.201601663

Applying future Exascale HPC methodologies in the energy sector

Auteurs: Coutinho, Alvaro LGA; Costa, Danilo; Moríñigo, José A.; Camata, José J.; Kourdioumov, Vadim; Oliveira, Daniel; Navarro, Jose; Souza, Renan; Jiménez, Carmen; Fernández-Galisteo, Daniel; Rodríguez-Pascual, Manuel; Mattoso, Marta; Valduriez, Patrick; Miras, Thomas; Silva, Vítor; Mayo-García, Rafael; José M. Cela
Publié dans: Russian Supercomputing Days, Numéro 3, 2016, Page(s) 9-19
Éditeur: Russian Supercomputing Days

Multiscale Hybrid-Mixed Method for the Stokes and Brinkman Equations – The Method

Auteurs: Valentin, Frédéric; Harder, Christopher; Poza, Abner,; Araya, Rodolfo
Publié dans: XXXVI Congresso Nacional de Matemática Aplicada e Computacional (CNMAC), 2016
Éditeur: CNMAC

Online Input Data Reduction in Scientific Workflows

Auteurs: Souza, Renan; Valduriez, Patrick; Coutinho, Alvaro,; Mattoso, Marta; Silva, Vítor
Publié dans: WORKS: Workflows in Support of Large-scale Science, 2016
Éditeur: ACM SIGHPC; IEEE

Impacto da Arquitetura de Memória de GPGPUs na Velocidade da Computaçâo de Estênceis

Auteurs: Nasciutti, T.C., Panetta, J.
Publié dans: XVII Simpósio em Sistemas Computacionais de Alto Desempenho (WSCAD 2016), 2016, ISSN 2316-9915
Éditeur: Comissão Especial de Arquitetura de Computadores e Processamento de Alto Desempenho (CEACPAD)

Enhancing Energy Production with Exascale HPC Methods.

Auteurs: José J. Camata, José M. Cela, Danilo Costa, Alvaro Coutinho, Daniel Fernández-Galisteo, Carmen Jiménez, Vadim Kourdioumov, Marta Mattoso, Rafael Mayo-García, Thomas Miras, José A. Moríñigo, Jorge Navarro, Philippe O.A. Navaux, Daniel de Oliveira, Manuel Rodríguez-Pascual, Vítor Silva, Renan Souza. Patrick Valduriez
Publié dans: Communications in Computer and Information Science (CCIS). CARLA 2016. Latin American High Performance Computing Conference, 2016, ISSN 1865-0929
Éditeur: Springer

Edge-based parallel framework for the simulation of 3d CSEM surveys

Auteurs: Octavio Castillo Reyes, Josep De La Puente, Vladimir Puzyrev, Jose Cela
Publié dans: International Conference and Exhibition, Barcelona, Spain, 3-6 April 2016, 2016, Page(s) 81-81, ISSN 2159-6832
Éditeur: Society of Exploration Geophysicists and American Association of Petroleum Geologists
DOI: 10.1190/ice2016-6274394.1

Integrating Domain-data Steering with Code-profiling Tools to Debug Data-intensive Workflows

Auteurs: Silva, V., Neves, L., Souza, R., Coutinho, A., Oliveira, D. de, Mattoso, M.
Publié dans: Workflows in Support of Large-Scale Science, 2016
Éditeur: WORKS 2016: Workflows in Support of Large-Scale Science

Fostering Collaboration in Energy Research and Technological Developments Applying New Exascale HPC Techniques

Auteurs: Jose Maria Cela, Philippe O. A. Navaux, Alvaro L. G. A. Coutinho, Rafael Mayo-Garcia
Publié dans: 2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2016, Page(s) 701-706, ISBN 978-1-5090-2453-7
Éditeur: IEEE
DOI: 10.1109/CCGrid.2016.51

Energy Consumption Estimation in Parallel Applications: an Analysis in Real and Theoretical Models

Auteurs: Silveira, D.S., Moro, G.B., da Cruz, E. H. M., Navaux, P.O.A., Mello Schnorr, L., Bampi, S.
Publié dans: XVII Simpósio em Sistemas Computacionais de Alto Desempenho (WSCAD 2016), 2016
Éditeur: Biblioteca Digital Brasileira de Computaçao

Eficiência Energética e Desempenho de E/S com Arquiteturas de Baixa Potência

Auteurs: Pavan, P.J., Lorenzoni, R.K., Bez, J.L., Padoin, E.L., Boito, F.Z., Navaux, P.O.A.
Publié dans: 2016
Éditeur: XVII Simpósio em Sistemas Computacionais de Alto Desempenho

Performance Evaluation of Multiple Cloud Data Centers Allocations for HPC

Auteurs: Roloff, E., Carreño, E. D., Valverde-Sanchez, J.K.M., Diener, M., da Silva Serpa, M., Houzeaux, G., Schnorr, L.M., Maillard, N., Paschoal Gaspary, L., Navaux P.O.A.
Publié dans: Latin American High Performance Computing Conference CARLA 2016, 2016
Éditeur: CARLA

Scientific Workflow Scheduling with Provenance Support in Multisite Cloud

Auteurs: Liu, J., Pacitti, E.,Valduriez, P.,Mattoso, M.
Publié dans: 12th International Meeting on High Performance Computing for Computational Science. VECPAR 2016, 2016
Éditeur: VECPAR

Study of the Wall Thermal Condition Effect in a Lean-Premixed Downscaled Can Combustor Using Large-Eddy Simulation

Auteurs: D. Mira, M. Vázquez, G. Houzeaux, S. Gövert, J. W. B. Kok, E. I. Mahiques, L. Panek
Publié dans: Volume 5B: Heat Transfer, 2016, Page(s) V05BT17A018, ISBN 978-0-7918-4979-8
Éditeur: ASME
DOI: 10.1115/GT2016-58016

Radiation-Induced Error Criticality in Modern HPC Parallel Accelerators

Auteurs: Olivera, D., Pilla, L., Hanzich, M., Fratin, V., Fernandes, F., Lunardi, Cl, Cela, J.M., Navaux, P.O.A., Carro, L., Rech, P.
Publié dans: 23rd IEEE Symposium on High Performance Computer Architecture (HPCA), 2017
Éditeur: IEEE

Towards Energy-Efficient Storage Servers

Auteurs: Machado, V., Braga, A., Rampon, N., Bez, J., Zanon Boito, F., Kassick, R., Padoin, E., Diaz, J., Méhaut, J-F., Navaux, P. O. A
Publié dans: 32nd ACM Symposium on Applied Computing (SAC 2017), 2017
Éditeur: -

TWINS: Server Access Coordination in the I/O Forwarding Layer

Auteurs: Bez, J.L., Zanon Boito, F., Mello Schnorr, L., Mehaut, J-F., Navaux, P.O.A.
Publié dans: 25th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2017), 2017
Éditeur: -

A CFD framework for offshore and onshore wind farm simulation

Auteurs: Matias Avila, Abel Gargallo-Peiró, Arnau Folch
Publié dans: Journal of Physics: Conference Series, Numéro 854, 2017, Page(s) 012002, ISSN 1742-6588
Éditeur: Institute of Physics
DOI: 10.1088/1742-6596/854/1/012002

Using Power Demand and Residual Load Imbalance in the Load Balancing to Save Energy of Parallel Systems

Auteurs: Edson Luiz Padoin, Víctor Martínez, Philippe O.A. Navaux, Jean-François Méhaut
Publié dans: Procedia Computer Science, Numéro 108, 2017, Page(s) 695-704, ISSN 1877-0509
Éditeur: Elsevier
DOI: 10.1016/j.procs.2017.05.215

A wrapper around parallel MUMPS solver to reduce its memory usage and execution time for finite element method computations

Auteurs: Maciej Paszyński, Antônio Tadeu Azevedo Gomes
Publié dans: Procedia Computer Science, Numéro 108, 2017, Page(s) 838-847, ISSN 1877-0509
Éditeur: Elsevier
DOI: 10.1016/j.procs.2017.05.096

In situ visualization and data analysis for turbidity currents simulation

Auteurs: Jose J. Camata, Vítor Silva, Patrick Valduriez, Marta Mattoso, Alvaro L.G.A. Coutinho
Publié dans: Computers & Geosciences, Numéro 110, 2018, Page(s) 23-31, ISSN 0098-3004
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.cageo.2017.09.013

Performance Improvement of Stencil Computations for Multi-core Architectures based on Machine Learning

Auteurs: Víctor Martínez, Fabrice Dupros, Márcio Castro, Philippe Navaux
Publié dans: Procedia Computer Science, Numéro 108, 2017, Page(s) 305-314, ISSN 1877-0509
Éditeur: Elsevier
DOI: 10.1016/j.procs.2017.05.164

Quality Control of Surface Wind Observations in Northeastern North America. Part II: Measurement Errors

Auteurs: Etor E. Lucio-Eceiza, J. Fidel González-Rouco, Jorge Navarro, Hugo Beltrami, Jorge Conte
Publié dans: Journal of Atmospheric and Oceanic Technology, Numéro 35/1, 2018, Page(s) 183-205, ISSN 0739-0572
Éditeur: American Meteorological Society
DOI: 10.1175/jtech-d-16-0205.1

Effects of stoichiometry on premixed flames propagating in narrow channels: symmetry-breaking bifurcations

Auteurs: Daniel Fernández-Galisteo, Carmen Jiménez, Mario Sánchez-Sanz, Vadim N. Kurdyumov
Publié dans: Combustion Theory and Modelling, Numéro 21/6, 2017, Page(s) 1050-1065, ISSN 1364-7830
Éditeur: Institute of Physics Publishing
DOI: 10.1080/13647830.2017.1333157

Acceleration strategies for elastic full waveform inversion workflows in 2D and 3D

Auteurs: Jean Kormann, Juan E. Rodríguez, Miguel Ferrer, Albert Farrés, Natalia Gutiérrez, Josep de la Puente, Mauricio Hanzich, José M. Cela
Publié dans: Computational Geosciences, 2016, ISSN 1420-0597
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10596-016-9593-0

Seismic wave propagation simulations on low-power and performance-centric manycores

Auteurs: Márcio Castro, Emilio Francesquini, Fabrice Dupros, Hideo Aochi, Philippe O.A. Navaux, Jean-François Méhaut
Publié dans: Parallel Computing, Numéro 54, 2016, Page(s) 108-120, ISSN 0167-8191
Éditeur: Elsevier BV
DOI: 10.1016/j.parco.2016.01.011

Toward an automatic full-wave inversion: Synthetic study cases

Auteurs: Jean Kormann, Juan Esteban Rodríguez, Natalia Gutierrez, Miguel Ferrer, Otilio Rojas, Josep de la Puente, Mauricio Hanzich, José María Cela
Publié dans: The Leading Edge, Numéro 35/12, 2016, Page(s) 1047-1052, ISSN 1070-485X
Éditeur: Society of Exploration Geophysicists
DOI: 10.1190/tle35121047.1

Hardware-Assisted Thread and Data Mapping in Hierarchical Multicore Architectures

Auteurs: Eduardo H. M. Cruz, Matthias Diener, Laércio L. Pilla, Philippe O. A. Navaux
Publié dans: ACM Transactions on Architecture and Code Optimization, Numéro 13/3, 2016, Page(s) 1-28, ISSN 1544-3566
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/2975587

Wavefield compression for adjoint methods in full-waveform inversion

Auteurs: Christian Boehm, Mauricio Hanzich, Josep de la Puente, Andreas Fichtner
Publié dans: GEOPHYSICS, Numéro 81/6, 2016, Page(s) R385-R397, ISSN 0016-8033
Éditeur: Society of Exploration Geophysicists
DOI: 10.1190/geo2015-0653.1

Elastic Full Waveform Inversion (FWI) of Reflection Data with a Phase Misfit Function

Auteurs: Jean Kormann, Juan Esteban Rodríguez, Miguel Ferrer, Natalia Gutiérrez, Josep de la Puente, Mauricio Hanzich, José María Cela
Publié dans: High Performance Computer Applications, 2016, Page(s) 277-284, ISBN 978-3-319-32243-8
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-32243-8_19

A Sharing-Aware Memory Management Unit for Online Mapping in Multi-core Architectures

Auteurs: Eduardo H. M. Cruz, Matthias Diener, Laércio L. Pilla, Philippe O. A. Navaux
Publié dans: Euro-Par 2016: Parallel Processing, 2016, Page(s) 490-501, ISBN 978-3-319-43659-3
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-43659-3_36

Modelling and advanced simulation of wave propagation phenomena in 3D geophysical media.

Auteurs: Diaz, Julien
Publié dans: Analysis of PDEs [math.AP]. Université de Pau et des Pays de l'Adour, 2016, 2016
Éditeur: Université de Pau et des Pays de l'Adour

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