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authFullName_s : Jean-Marc Gratien
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DS-GPS : A Deep Statistical Graph Poisson Solver

Matthieu Nastorg , Marc Schoenauer , Guillaume Charpiat , Thibault Faney , Jean-Marc Gratien , et al.
NeurIPS 2022 - Machine Learning and the Physical Sciences, workshop, Dec 2022, New-Orleans, United States
Conference papers hal-03864015v1
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Description, Implementation and Evaluation of an Affinity Clause for Task Directives

Philippe Virouleau , Adrien Roussel , François Broquedis , Thierry Gautier , Fabrice Rastello , et al.
IWOMP 2016, Oct 2016, Nara, Japan
Conference papers hal-01343442v1
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Evaluation of the performance portability layer of different linear solver packages with alien, an open generic and extensible linear algebra framework.

Ani Anciaux-Sedrakian , Cédric Chevalier , Stéphane de Chaisemartin , Jean-Marc Gratien , Thomas Guignon , et al.
ECCOMAS 2022 : 8th European Congress on Computational Methods in Applied Sciences and Engineering, Jun 2022, Oslo, Norway
Conference papers hal-03790551v1
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ArcFVDSL, a DSEL Combined to HARTS, a Runtime System Layer to Implement Efficient Numerical Methods to Solve Diffusive Problems on New Heterogeneous Hardware Architecture

Jean-Marc Gratien
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2017, 72 (2), ⟨10.2516/ogst/2017007⟩
Journal articles hal-01517025v1
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Implementing Lowest-Order Methods for Diffusive Problems with a DSEL

Jean-Marc Gratien
Modelling and Simulation in Fluid Dynamics in Porous Media, Springer, pp.155--175, 2012, ⟨10.1007/978-1-4614-5054-2_10⟩
Book sections hal-00788327v1

Parallel Adaptive Mesh Refinement for Capturing Front Displacements: Application to Thermal EOR Processes.

Youssef Mesri , Jean-Marc Gratien , Olivier Michel Ricois , Raphael Gayno
SPE paper, 2013, SPE-166058-MS
Journal articles hal-01466974v1
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Using Runtime Systems Tools to Implement Efficient Preconditioners for Heterogeneous Architectures

Adrien Roussel , Jean-Marc Gratien , Thierry Gautier
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2016, 71 (6), pp.65:1-13. ⟨10.2516/ogst/2016020⟩
Journal articles hal-01396153v1
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Reservoir Simulator Runtime Enhancement Based on a Posteriori Error Estimation Techniques

Jean-Marc Gratien , Olivier Ricois , Soleiman Yousef
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2016, 71, ⟨10.2516/ogst/2016009⟩
Journal articles hal-01395336v1
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A DSEL in C++ for lowest-order methods for diffusive problem on general meshes

Jean-Marc Gratien
Other [cs.OH]. Université de Grenoble, 2013. English. ⟨NNT : 2013GRENM018⟩
Theses tel-01174855v1
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A Domain Specific Embedded Language in C++ for lowest-order methods for diffusive problem on general meshes

Jean-Marc Gratien
Distributed, Parallel, and Cluster Computing [cs.DC]. Université de Grenoble, 2013. English. ⟨NNT : ⟩
Theses tel-00926232v1

Taking advantage seamlessly of new heterogeneous architectures, with a C++ DSEL to implement lowest-order methods for diffusive problem on general meshes

Jean-Marc Gratien
2014
Other publications hal-01026305v1
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DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations)

Matthieu Nastorg , Marc Schoenauer , Guillaume Charpiat , Thibault Faney , Jean-Marc Gratien , et al.
Machine Learning and the Physical Sciences workshop, NeurIPS 2022, Dec 2022, New-Orleans, United States
Conference papers hal-03861311v1
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An Implicit GNN Solver for Poisson-like problems

Matthieu Nastorg , Michele-Alessandro Bucci , Thibault Faney , Jean-Marc Gratien , Guillaume Charpiat , et al.
2023
Preprints, Working Papers, ... hal-03970501v2
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Survey on Efficient Linear Solvers for Porous Media Flow Models on Recent Hardware Architectures.

Ani Anciaux-Sedrakian , Peter Gottschling , Jean-Marc Gratien , Thomas Guignon
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2014, 69 (4), pp. 753-766. ⟨10.2516/ogst/2013184⟩
Journal articles hal-01067895v1
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A domain-specific embedded language in C++ for lowest-order discretizations of diffusive problems on general meshes

Daniele Antonio Di Pietro , Jean-Marc Gratien , Christophe Prud'Homme
BIT Numerical Mathematics, 2013, 53 (1), pp.111-152. ⟨10.1007/s10543-012-0403-3⟩
Journal articles hal-00654406v1
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Implementing a Domain Specific Embedded Language for lowest-order variational methods with Boost Proto

Jean-Marc Gratien
2012
Preprints, Working Papers, ... hal-00788281v1

Parallel Adaptive Mesh Refinement for Capturing Front Displacements: Application to Thermal EOR Processes.

Youssef Mesri , Jean-Marc Gratien , Olivier Michel Ricois , Raphael Gayno
SPE Reservoir Characterization and Simulation Conference and Exhibition, 2013, Unknown, Unknown Region
Conference papers hal-01466939v1

Basic concepts to design a DSL for Parallel Finite Volume Applications

Daniele Antonio Di Pietro , Jean-Marc Gratien , Florian Haberlein , Anthony Michel , Christophe Prud'Homme
POOSC '09 - 8th workshop on Parallel/High-Performance Object-Oriented Scientific Computing, Jul 2009, Genova, Italy. pp.3:1-11, ⟨10.1145/1595655.1595658⟩
Conference papers hal-00390167v1
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Lowest order methods for diffusive problems on general meshes: A unified approach to definition and implementation

Daniele Antonio Di Pietro , Jean-Marc Gratien
Finite Volumes for Complex Applications VI Problems & Perspectives, Springer, pp.803-819, 2011, ⟨10.1007/978-3-642-20671-9_84⟩
Book sections hal-00562500v1
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An abstract object oriented runtime system for heterogeneous parallel architecture

Jean-Marc Gratien
2013
Preprints, Working Papers, ... hal-00788293v1
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Machine learning model for gas-liquid interface reconstruction in CFD numerical simulations

Tamon Nakano , Michele Alessandro Bucci , Jean-Marc Gratien , Thibault Faney , Guillaume Charpiat
2022
Preprints, Working Papers, ... hal-03721729v1
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A robust and scalable multi-level domain decomposition preconditioner for multi-core architecture with large number of cores

Jean-Marc Gratien
Journal of Computational and Applied Mathematics, 2020, 373, pp.112614. ⟨10.1016/j.cam.2019.112614⟩
Journal articles hal-02551346v1
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GPU linear solver for porous media flow simulation

Thomas Guignon , M. Hacene , Jean-Marc Gratien
International Conference On Preconditioning Techniques For Scientific And Industrial Applications, Preconditioning 2011, May 2011, Bordeaux, France
Documents associated with scientific events inria-00581759v1