[1] |
S. Gratton, V. Mercier, E. Riccietti & Ph. Toint, Frequency aware training of Physics-Informed Neural Networks: a multilevel approach in Journée d'équipe EMS, Université d'Orleans, 12/09/2024.
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[2] |
V. Mercier, E. Riccietti, S. Gratton & P. Toint, Multilevel Physics Informed Neural Networks (MPINNs) in Journées SMAI MODE 2022, Limoges, 30/05/2022-03/06/2022.
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[3] |
V. Mercier, E. Riccietti, S. Gratton & P. Toint, Multilevel PINNs (MPINNs) in Crunch seminar, Brown university, 20/05/2022.
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[4] |
E. Riccietti, V. Mercier & S. Gratton, Multilevel PINNS for PDEs in 13th JLESC Workshop, 14/12/2021-16/12/2021.
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[5] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, A multilevel training method for ANNs Application to PDEs solution in Computational Science Engineering, Data Science and Artificial Intelligence by Total R&D (MATHIAS), Serris, France, 14/10/2019-17/10/2019.
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[6] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, Multilevel optimization methods for the training of artificial neural networks in FGS conference, Nice, France, 17/09/2019-20/09/2019 .
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[7] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, High-order multilevel optimization methods and training of artificial neural networks in ICCOPT conference, Berlin, Germany, 05/08/2019-08/08/2019 .
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[8] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, Solution of PDEs by Multilevel Artificial Neural Networks in OBA summer school, Veroli, Italy., 30/06/2019-06/07/2019 .
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[9] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, High-order multilevel optimization methods and training of artificial neural networks in 2nd IMA and OR Society Conference,Birmingham, UK, 25/04/2019-26/04/2019 .
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[10] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, High-order multilevel optimization strategies and their application to the training of artificial neural networks in Seminar SPOT, Toulouse, France, 11/03/2019 .
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[11] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, High-order multilevel optimization strategies and their application to the training of artificial neural networks in Seminar at University of Manchester, UK, 06/11/2018.
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[12] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, Multilevel optimization strategies for the training of ANNs and application to the solution of PDEs in MATHIAS 2018, Serris, France, 22/10/2018-24/10/2018.
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[13] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, Artificial Neural Networks : scalable optimization methods for large-scale training problems in EURO 2018, Valencia, Spain, 08/07/2018-11/07/2018.
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[14] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, Artificial Neural Networks : scalable optimization methods for large-scale training problems in ISMP 2018, Bordeaux, France, 01/07/2018-06/07/2018.
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[15] |
H. Calandra, S. Gratton, E. Riccietti & X. Vasseur, Artificial Neural Networks : scalable optimization methods for large-scale training problems in Journée Deep Learning, IRIT, Toulouse, France, 26/06/2018.
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