Joseph Morlier

29 papers C 1Journal 26Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A linearly-implicit energy preserving scheme for geometrically nonlinear mechanics based on non-canonical Hamiltonian formulations. CoRR Andrea Brugnoli, Denis Matignon, Joseph Morlier
2025	J	`jnl`	Automatic selection of inducing points in sparse Gaussian process for approximations of finite element analyses. Eng. Appl. Artif. Intell. Heine Havneraas Røstum, Sebastien Gros, Ketil Aas-Jakobsen, Joseph Morlier
2025	J	`jnl`	Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction. CoRR James M. Shihua, Paul Saves, Rhea Patricia Liem, Joseph Morlier
2025	J	`jnl`	Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design. CoRR Paul Saves, Nathalie Bartoli, Youssef Diouane, Thierry Lefebvre, Joseph Morlier, Christophe David, Eric Nguyen Van, Sébastien Defoort
2025	J	`jnl`	Data-Driven Global Sensitivity Analysis for Engineering Design Based on Individual Conditional Expectations. CoRR Pramudita Satria Palar, Paul Saves, Rommel G. Regis, Koji Shimoyama, Shigeru Obayashi, Nicolas Verstaevel, Joseph Morlier
2025	J	`jnl`	Efficient Multi-Objective Constrained Bayesian Optimization of Bridge Girder. CoRR Heine Havneraas Røstum, Joseph Morlier, Sebastien Gros, Ketil Aas-Jakobsen
2025	J	`jnl`	Frequency-aware Surrogate Modeling With SMT Kernels For Advanced Data Forecasting. CoRR Nicolas Gonel, Paul Saves, Joseph Morlier
2025	J	`jnl`	Geometry aware inference of steady state PDEs using Equivariant Neural Fields representations. CoRR Giovanni Catalani, Michael Bauerheim, Frederic Tost, Xavier Bertrand, Joseph Morlier
2025	J	`jnl`	Multi-objective Bayesian Optimization With Mixed-categorical Design Variables for Expensive-to-evaluate Aeronautical Applications. CoRR Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage, Paul Saves, Youssef Diouane, Joseph Morlier, Jasper H. Bussemaker, Giuseppa Donelli, Joao Marcos Gomes de Mello, Massimo Mandorino, Pierluigi Della Vecchia
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`	Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design. CoRR Robin Grapin, Youssef Diouane, Joseph Morlier, Nathalie Bartoli, Thierry Lefebvre, Paul Saves, Jasper H. Bussemaker
2025	J	`jnl`	SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration. CoRR Muhammad Daffa Robani, Paul Saves, Pramudita Satria Palar, Lavi Rizki Zuhal, Joseph Morlier
2025	J	`jnl`	Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration. CoRR Paul Saves, Pramudita Satria Palar, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Benoît Gaudou, Koji Shimoyama, Joseph Morlier
2025	J	`jnl`	System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility. CoRR Paul Saves, Jasper H. Bussemaker, Rémi Lafage, Thierry Lefebvre, Nathalie Bartoli, Youssef Diouane, Joseph Morlier
2025	J	`jnl`	Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations. CoRR Giovanni Catalani, Jean Fesquet, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier
2024	J	`jnl`	Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations. CoRR Giovanni Catalani, Siddhant Agarwal, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier
2024	J	`jnl`	SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Adv. Eng. Softw. Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
2023	J	`jnl`	A mixed-categorical correlation kernel for Gaussian process. Neurocomputing Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2023	J	`jnl`	High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. CoRR Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2023	J	`jnl`	SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes. CoRR Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
2022	J	`jnl`	A mixed-categorical correlation kernel for Gaussian process. CoRR Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2022	J	`jnl`	An outer approximation bi-level framework for mixed categorical structural optimization problems. CoRR Pierre-Jean Barjhoux, Youssef Diouane, Stéphane Grihon, Joseph Morlier
2022	J	`jnl`	On some applications of Generalized Geometric Projection to optimal 3D printing. Comput. Graph. Krishnaraj Vilasraj Bhat, Gabriele Capasso, Simone Coniglio, Joseph Morlier, Christian Gogu
2021	J	`jnl`	Explicit topology optimization through moving node approach: beam elements recognition. CoRR Ghislain Raze, Joseph Morlier
2019	J	`jnl`	A Python surrogate modeling framework with derivatives. Adv. Eng. Softw. Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier, Joaquim R. R. A. Martins
2016	—	`conf`	Approximate Inference in Related Multi-output Gaussian Process Regression. ICPRAM (Revised Selected Papers) Ankit Chiplunkar, Emmanuel Rachelson, Michele Colombo, Joseph Morlier
2016	C	`conf`	Sparse Physics-based Gaussian Process for Multi-output Regression using Variational Inference. ICPRAM Ankit Chiplunkar, Emmanuel Rachelson, Michele Colombo, Joseph Morlier
2013	—	`conf`	Uncertainties Quantification for Subspace Identification of Rotating Systems. PSYCO Ahmed Jhinaoui, Laurent Mevel, Joseph Morlier
2005	J	`jnl`	Segmentation of the Homogeneity of a Signal Using a Piecewise Linear Recognition Tool CoRR Joseph Morlier