Philippe Meliga

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Publication(s)

2026
Physics constrained graph neural network for real time prediction of intracranial aneurysm hemodynamics DOI : 10.1038/s41746-026-02404-z
2026
Multiphysics learning with graph neural networks for thrombosis prediction in intracranial aneurysms DOI : 10.1016/j.compbiomed.2026.111649
2026
Reassessing adult surfactant replacement therapy with mechanics-informed reinforcement learning DOI : 10.1371/journal.pcbi.1014629
2025
A Continuum Approach With Adaptive Mesh Refinement for Platelet Plug Formation DOI : 10.1002/cnm.70073
2024
Beacon, a Lightweight Deep Reinforcement Learning Benchmark Library for Flow Control DOI : 10.3390/app14093561
2024
Multi-Objective Topology Optimization of Conjugate Heat Transfer Using Level Sets and Anisotropic Mesh Adaptation DOI : 10.3390/fluids9050105
2024
Combining machine learning and computational fluid dynamics for solar panel tilt angle optimization in extreme winds DOI : 10.1063/5.0233709
2024
Reinforcement learning for cooling rate control during quenching DOI : 10.1108/HFF-11-2023-0713
2024
Evaluating the Impact of Domain Boundaries on Hemodynamics in Intracranial Aneurysms within the Circle of Willis DOI : 10.3390/fluids9010001
2023
Reinforcement learning for patient-specific optimal stenting of intracranial aneurysms DOI : 10.1038/s41598-023-34007-z
2023
Large-scale parallel topology optimization of three-dimensional incompressible fluid flows in a level set, anisotropic mesh adaptation framework DOI : 10.1016/j.cma.2023.116335
2023
Investigating gas furnace control practices with reinforcement learning DOI : 10.1016/j.ijheatmasstransfer.2023.124147
2023
A Stabilized Finite Element Framework for Anisotropic Adaptive Topology Optimization of Incompressible Fluid Flows DOI : 10.3390/fluids8080232
2023
Policy-based optimization: single-step policy gradient method seen as an evolution strategy DOI : 10.1007/s00521-022-07779-0
2022
A review on deep reinforcement learning for fluid mechanics: An update DOI : 10.1063/5.0128446
2022
Single-step deep reinforcement learning for two- and three-dimensional optimal shape design DOI : 10.1063/5.0097241
2021
Deep reinforcement learning for the control of conjugate heat transfer DOI : 10.1016/j.jcp.2021.110317
2021
Single-step deep reinforcement learning for open-loop control of laminar and turbulent flows DOI : 10.1103/PhysRevFluids.6.053902
2020
Anisotropic boundary layer mesh generation for reliable 3D unsteady RANS simulations DOI : 10.1016/j.finel.2019.103345
2020
Numerical exploration of the pitching plate parameter space with application to thrust scaling DOI : 10.1016/j.apor.2020.102278
2019
Self-consistent triple decomposition of the turbulent flow over a backward-facing step under finite amplitude harmonic forcing DOI : 10.1098/rspa.2019.0018
2019
Optimal transient growth in an incompressible flow past a backward-slanted step DOI : 10.3390/fluids4010033
2019
Time-accurate calculation and bifurcation analysis of the incompressible flow over a square cavity using variational multiscale modeling DOI : 10.1016/j.jcp.2018.09.036
2018
Revisiting the drag reduction problem using adjoint-based distributed forcing of laminar and turbulent flows over a circular cylinder DOI : 10.1016/j.euromechflu.2018.03.009
2018
Anisotropic adaptive stabilized finite element solver for RANS models DOI : 10.1002/fld.4475
2017
Harmonics generation and the mechanics of saturation in flow over an open cavity: A second-order self-consistent description DOI : 10.1017/jfm.2017.439
2017
An immersed boundary method in OpenFOAM: Verification and validation DOI : 10.1016/j.compfluid.2017.08.001
2017
Computing the sensitivity of drag and lift in flow past a circular cylinder: Time-stepping versus self-consistent analysis DOI : 10.1103/PhysRevFluids.2.073905
2017
Numerical simulation and sensitivity analysis of a low-Reynolds-number flow around a square cylinder controlled using plasma actuators DOI : 10.1103/PhysRevFluids.2.043901
2016
Effect of Statistical Noise on Simulation Results with a Plasma Fluid Code Coupled to a Monte Carlo Kinetic Neutral Code DOI : 10.1002/ctpp.201610009
2016
Experimental and Theoretical Sensitivity Analysis of Turbulent Flow Past a Square Cylinder DOI : 10.1007/s10494-016-9755-0
2016
A self-consistent formulation for the sensitivity analysis of finite-amplitude vortex shedding in the cylinder wake DOI : 10.1017/jfm.2016.390
2016
Pushing amplitude equations far from threshold: Application to the supercritical Hopf bifurcation in the cylinder wake DOI : 10.1088/0169-5983/48/6/061401
2014
Marangoni induced force on a drop in a Hele Shaw cell DOI : 10.1063/1.4878095
2014
Sensitivity of aerodynamic forces in laminar and turbulent flow past a square cylinder DOI : 10.1063/1.4896941
2012
Sensitivity of 2-D turbulent flow past a D-shaped cylinder using global stability DOI : 10.1063/1.4724211
2012
A weakly nonlinear mechanism for mode selection in swirling jets DOI : 10.1017/jfm.2012.93
2011
Extracting energy from a flow: An asymptotic approach using vortex-induced vibrations and feedback control DOI : 10.1016/j.jfluidstructs.2011.03.005
2011
Global modes in a confined impinging jet: Application to heat transfer and control DOI : 10.1007/s00162-010-0194-6
2011
Control of axisymmetric vortex breakdown in a constricted pipe: Nonlinear steady states and weakly nonlinear asymptotic expansions DOI : 10.1063/1.3610380
2011
An asymptotic expansion for the vortex-induced vibrations of a circular cylinder DOI : 10.1017/S0022112010005550
2010
Open-loop control of compressible afterbody flows using adjoint methods DOI : 10.1063/1.3425625
2010
Dynamics and control of global instabilities in open-flows: A linearized approach DOI : 10.1115/1.4001478
2010
Effect of compressibility on the global stability of axisymmetric wake flows DOI : 10.1017/S002211201000279X
2009
Elephant modes and low frequency unsteadiness in a high Reynolds number, transonic afterbody wake DOI : 10.1063/1.3139309
2009
Global mode interaction and pattern selection in the wake of a disk: A weakly nonlinear expansion DOI : 10.1017/S0022112009007290
2009
Unsteadiness in the wake of disks and spheres: Instability, receptivity and control using direct and adjoint global stability analyses DOI : 10.1016/j.jfluidstructs.2009.04.004
2008
Absolute instability in axisymmetric wakes: Compressible and density variation effects DOI : 10.1017/S0022112008000499
2005
Artificial gravity - Head movements during short-radius centrifugation: Influence of cognitive effects DOI : 10.1016/j.actaastro.2005.01.011

PhD supervision

2025 Multiphase flow simulation for the transport of complex fluids in the human pulmonary system. YEPES-PEñARANDA Alejandro José
2024 AI coupling and digital mechanics for the treatment of intracranial aneurysms ZARATE GUEVARA John Sebastian
2024 Numerical fluid mechanics, 4D flow MRI, and deep learning for risk stratification of intracranial aneurysm rupture LANNELONGUE Vincent
2024 AI coupling and digital mechanics for the treatment of intracranial aneurysms. FAITINI Chiara
2023 Artificial intelligence and digital mechanics coupling for the treatment of intracranial aneurysms PELISSIER Ugo
2022 Towards a Digital Twin of a Photovoltaic Power Plant MICHEL Théodore
2022 Numerical simulation of the aorta using the finite element method and application of optimization methods for improving a ventricular assist device RENAULT Maxime
2020 Topological Optimization of High-Efficiency Heat Exchangers Using the Level-Set Method and Anisotropic Mesh Adaptation ABDEL NOUR Wassim
2019 On the coupling of deep reinforcement learning and computational fluid dynamics GHRAIEB Hassan

Keywords

Team

Publication(s)

PhD supervision