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hal-02974541v3  Conference papers
Balthazar DononWenzhuo LiuAntoine MarotZhengying LiuIsabelle Guyon et al.  Deep Statistical Solvers
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
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hal-02302540v1  Conference papers
Jean-Patrick BrunetHenri SohierMouadh YagoubiMathieu BisquayPascal Lamothe et al.  Simulation architecture definition for complex systems design: A tooled methodology
10th Complex Systems Design & Management (CSD&M) conference, Dec 2019, Paris, France
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hal-03448278v1  Book sections
Wenzhuo LiuMouadh YagoubiMarc Schoenauer. Multi-resolution Graph Neural Networks for PDE Approximation
Artificial Neural Networks and Machine Learning – ICANN 2021, 12893, Springer International Publishing, pp.151-163, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-86365-4_13⟩
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hal-02306898v1  Conference papers
Adrien TouboulRomain BarbedienneJean-Michel Edaliti. Models of margin: from the mathematical formulation to an operational implementation
2019 4th International Conference on System Reliability and Safety (ICSRS), Nov 2019, Rome, Italy
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hal-03506923v1  Conference papers
Henri SohierLouis PetitdemangePascal Lamothe. Identification of Systems With Similar Chains of Components for Simulation Reuse
IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE) 2021, Dec 2021, Shanghai, China. ⟨10.1109/RASSE53195.2021.9686864⟩
hal-02092989v1  Journal articles
Romain BarbedienneOlivia PenasJean-Yves CholeyPeter Hehenberger. Modeling Framework for a Consistent Integration of Geometry Knowledge During Conceptual Design
Journal of Computing and Information Science in Engineering, American Society of Mechanical Engineers, 2019, 19 (2), pp.021009. ⟨10.1115/1.4042551⟩
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hal-02968059v2  Journal articles
Julien ReygnerAdrien Touboul. Reweighting samples under covariate shift using a Wasserstein distance criterion
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2022, 16 (1), pp.3278-3314. ⟨10.1214/21-EJS1974⟩