https://www.esaim-proc.org Recent articles published in 'ESAIM: Proceedings and Surveys' daily 1 2026-04-16T22:51:20Z EDP Sciences Copyright (c) EDP Sciences 2026 Copyright (c) EDP Sciences 2026 2267-3059 ESAIM: Proceedings and Surveys CEMRACS 2023 - Scientific machine learning https://www.esaim-proc.org/10.1051/proc/202581001 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri and Victor Michel-Dansac.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 1<br />Published online: 10/10/2025 CEMRACS 2023 - Scientific machine learning Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac 2025-10-10 text/html 10.1051/proc/202581001 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 1 81 A dynamical neural Galerkin scheme for filtering problems https://www.esaim-proc.org/10.1051/proc/202581002 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Joubine Aghili, Joy Zialesi Atokple, Marie Billaud-Friess, Guillaume Garnier, Olga Mula and Norbert Tognon.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 2<br />Published online: 10/10/2025 A dynamical neural Galerkin scheme for filtering problems Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Joubine Aghili Joy Zialesi Atokple Marie Billaud-Friess Guillaume Garnier Olga Mula Norbert Tognon 2025-10-10 text/html 10.1051/proc/202581002 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 2 81 Learning local Dirichlet-to-Neumann maps of nonlinear elliptic PDEs with rough coefficients* https://www.esaim-proc.org/10.1051/proc/202581016 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Miranda Boutilier, Konstantin Brenner and Larissa Miguez.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 16<br />Published online: 10/10/2025 Learning local Dirichlet-to-Neumann maps of nonlinear elliptic PDEs with rough coefficients* Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Miranda Boutilier Konstantin Brenner Larissa Miguez 2025-10-10 text/html 10.1051/proc/202581016 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 16 81 Benchmarking PDE problems via machine learning for enhanced computational modeling https://www.esaim-proc.org/10.1051/proc/202581033 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Bahae-Eddine Madir and Antoine Lechevallier.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 33<br />Published online: 10/10/2025 Benchmarking PDE problems via machine learning for enhanced computational modeling Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Bahae-Eddine Madir Antoine Lechevallier 2025-10-10 text/html 10.1051/proc/202581033 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 33 81 Comparison between tensor methods and neural networks in electronic structure calculations*** https://www.esaim-proc.org/10.1051/proc/202581055 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Mathias Dus, Geneviève Dusson, Virginie Ehrlacher, Clément Guillot and Joel Pascal Soffo Wambo.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 55<br />Published online: 10/10/2025 Comparison between tensor methods and neural networks in electronic structure calculations*** Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Mathias Dus Geneviève Dusson Virginie Ehrlacher Clément Guillot Joel Pascal Soffo Wambo 2025-10-10 text/html 10.1051/proc/202581055 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 55 81 Analysis and optimization of a liquid-vapor thermohydraulic model https://www.esaim-proc.org/10.1051/proc/202581077 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Philippe Helluy and Gauthier Lazare.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 77<br />Published online: 10/10/2025 Analysis and optimization of a liquid-vapor thermohydraulic model Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Philippe Helluy Gauthier Lazare 2025-10-10 text/html 10.1051/proc/202581077 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 77 81 Surrogate modeling of interactions in microbial communities through Physics-Informed Neural Networks* https://www.esaim-proc.org/10.1051/proc/202581104 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Paguiel Javan Hossie, Béatrice Laroche, Thibault Malou, Lucas Perrin, Thomas Saigre and Lorenzo Sala.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 104<br />Published online: 10/10/2025 Surrogate modeling of interactions in microbial communities through Physics-Informed Neural Networks* Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Paguiel Javan Hossie Béatrice Laroche Thibault Malou Lucas Perrin Thomas Saigre Lorenzo Sala 2025-10-10 text/html 10.1051/proc/202581104 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 104 81 Volume-preserving transformers for learning time series data with structure https://www.esaim-proc.org/10.1051/proc/202581123 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Benedikt Brantner, Michael Kraus, Zeyuan Li and Guillaume de Romemont.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 123<br />Published online: 10/10/2025 Volume-preserving transformers for learning time series data with structure Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Benedikt Brantner Michael Kraus Zeyuan Li Guillaume de Romemont 2025-10-10 text/html 10.1051/proc/202581123 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 123 81 Predicting ultimate hydrogen production and residual volume during cyclic underground hydrogen storage in porous media using machine learning https://www.esaim-proc.org/10.1051/proc/202581145 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Raymond Mushabe, Jean Donald Minougou, David Landa-Marbán, Birane Kane and Tor Harald Sandve.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 145<br />Published online: 10/10/2025 Predicting ultimate hydrogen production and residual volume during cyclic underground hydrogen storage in porous media using machine learning Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Raymond Mushabe Jean Donald Minougou David Landa-Marbán Birane Kane Tor Harald Sandve 2025-10-10 text/html 10.1051/proc/202581145 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 145 81 Generalizing the SINDy approach with nested neural networks https://www.esaim-proc.org/10.1051/proc/202581168 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Camilla Fiorini, Clément Flint, Louis Fostier, Emmanuel Franck, Reyhaneh Hashemi, Victor Michel-Dansac and Wassim Tenachi.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 168<br />Published online: 10/10/2025 Generalizing the SINDy approach with nested neural networks Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Camilla Fiorini Clément Flint Louis Fostier Emmanuel Franck Reyhaneh Hashemi Victor Michel-Dansac Wassim Tenachi 2025-10-10 text/html 10.1051/proc/202581168 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 168 81 Multidimensional integration using machine learning and Monte Carlo methods for acoustic predictions https://www.esaim-proc.org/10.1051/proc/202581193 Authors: Didier Auroux, Martin Campos Pinto, Bruno Després, Victorita Dolean, Stéphane Lanteri, Victor Michel-Dansac, Théo Coiffard, Victoria Eshomomoh Laoye, Yolhan Mannes, Shyam Mohan, Subbiah Pillai and Nicolas Trafny.<br />ESAIM: Proceedings and Surveys Vol. 81 , page 193<br />Published online: 10/10/2025 Multidimensional integration using machine learning and Monte Carlo methods for acoustic predictions Didier Auroux Martin Campos Pinto Bruno Després Victorita Dolean Stéphane Lanteri Victor Michel-Dansac Théo Coiffard Victoria Eshomomoh Laoye Yolhan Mannes Shyam Mohan Subbiah Pillai Nicolas Trafny 2025-10-10 text/html 10.1051/proc/202581193 ESAIM: Proceedings and Surveys Vol. 81 abstract proc/2025/04 2025-10-10 ESAIM: Proceedings and Surveys 193 81