Mouadh Yagoubi

28 papers A* 1A 1B 2Journal 16Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures. SMC Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler, Mouadh Yagoubi
2025	—	`conf`	A New Methodology of a Manifold Decomposition via Iterative PCA for Machine Learning. ICKG Chetra Mang, Axel Tahmasebimoradi, Mouadh Yagoubi
2025	J	`jnl`	A new methodology to decompose a parametric domain using reduced order data manifold in machine learning. CoRR Chetra Mang, Axel Tahmasebimoradi, Mouadh Yagoubi
2025	J	`jnl`	An adaptive sampling algorithm for data-generation to build a data-manifold for physical problem surrogate modeling. CoRR Chetra Mang, Axel Tahmasebimoradi, David Danan, Mouadh Yagoubi
2025	J	`jnl`	Feasibility Study of CNNs and MLPs for Radiation Heat Transfer in 2-D Furnaces with Spectrally Participative Gases. CoRR Axel Tahmasebimoradi, Vincent Ren, Benjamin Le-Creurer, Chetra Mang, Mouadh Yagoubi
2025	J	`jnl`	NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis. CoRR Mouadh Yagoubi, David Danan, Milad Leyli-Abadi, Jocelyn Ahmed Mazari, Jean-Patrick Brunet, Abbas Kabalan, Fabien Casenave, Yuxin Ma, Giovanni Catalani, Jean Fesquet, Jacob Helwig, Xuan Zhang, Haiyang Yu, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier, Shuiwang Ji
2025	J	`jnl`	NeurIPS 2025 E2LM Competition : Early Training Evaluation of Language Models. CoRR Mouadh Yagoubi, Yasser Dahou, Billel Mokeddem, Younes Belkada, Phuc H. Le-Khac, Basma El Amel Boussaha, Réda Alami, Jingwei Zuo, Damiano Marsili, Mugariya Farooq, Mounia Lalmas, Georgia Gkioxari, Patrick Gallinari, Philip Torr, Hakim Hacid
2024	—	`conf`	Constrained Recurrent Bayesian Forecasting for Crack Propagation. ICKG Sara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi
2024	J	`jnl`	Constrained Recurrent Bayesian Forecasting for Crack Propagation. CoRR Sara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi
2024	J	`jnl`	ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design). CoRR Mouadh Yagoubi, Milad Leyli-Abadi, David Danan, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Asma Farjallah, Marc Schoenauer, Patrick Gallinari
2024	J	`jnl`	NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design. CoRR Mouadh Yagoubi, David Danan, Milad Leyli-Abadi, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Maroua Gmati, Asma Farjallah, Paola Cinnella, Patrick Gallinari, Marc Schoenauer
2023	J	`jnl`	Hybrid data driven/thermal simulation model for comfort assessment. CoRR Romain Barbedienne, Sara Yasmine Ouerk, Mouadh Yagoubi, Hassan Bouia, Aurelie Kaemmerlen, Benoit Charrier
2023	J	`jnl`	Interpretable learning of effective dynamics for multiscale systems. CoRR Emmanuel Menier, Sebastian Kaltenbach, Mouadh Yagoubi, Marc Schoenauer, Petros Koumoutsakos
2023	J	`jnl`	Meta-Learning for Airflow Simulations with Graph Neural Networks. CoRR Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer
2023	—	`conf`	Rail Crack Propagation Forecasting Using Multi-horizons RNNs. AALTD@ECML/PKDD Sara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi
2023	J	`jnl`	Rail Crack Propagation Forecasting Using Multi-horizons RNNs. CoRR Sara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi
2023	—	`conf`	Surrogate-Assisted NSGA-II Algorithm for Expensive Multiobjective Optimization. GECCO Companion Mouadh Yagoubi, Hiba Bederina
2022	J	`jnl`	CD-ROM: Complementary Deep-Reduced Order Model. CoRR Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer
2022	J	`jnl`	Continuous Methods : Adaptively intrusive reduced order model closure. CoRR Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Thibault Dairay, Raphaël Meunier, Marc Schoenauer
2022	J	`jnl`	Continuous Methods : Hamiltonian Domain Translation. CoRR Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer
2022	A*	`conf`	LIPS - Learning Industrial Physical Simulation benchmark suite. NeurIPS Milad Leyli-Abadi, Antoine Marot, Jérôme Picault, David Danan, Mouadh Yagoubi, Benjamin Donnot, Seif Attoui, Pavel Dimitrov, Asma Farjallah, Clement Etienam
2021	J	`jnl`	Improving simulation specification with MBSE for better simulation validation and reuse. Syst. Eng. Henri Sohier, Pascal Lamothe, Sahar Guermazi, Mouadh Yagoubi, Pascal Menegazzi, Aldo Maddaloni
2021	—	`conf`	Multi-resolution Graph Neural Networks for PDE Approximation. ICANN (3) Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer
2019	—	`conf`	A Tooled Methodology for the System Architect's Needs in Simulation with Autonomous Driving Application. SysCon Henri Sohier, Sahar Guermazi, Mouadh Yagoubi, Pascal Lamothe, Aldo Maddaloni, Pascal Menegazzi, Yining Huang
2019	—	`conf`	Simulation Architecture Definition for Complex Systems Design: A Tooled Methodology. CSDM Jean-Patrick Brunet, Henri Sohier, Mouadh Yagoubi, Mathieu Bisquay, Pascal Lamothe, Pascal Menegazzi
2012	A	`conf`	Asynchronous master/slave moeas and heterogeneous evaluation costs. GECCO Mouadh Yagoubi, Marc Schoenauer
2012	—	`—`	Optimisation évolutionnaire multi-objectif parallèle : application à la combustion Diesel. (Multi-objective parallel evolutionary algorithms : Application to Diesel Combustion). Mouadh Yagoubi
2011	B	`conf`	Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs. IEEE Congress on Evolutionary Computation Mouadh Yagoubi, Ludovic Thobois, Marc Schoenauer