Graph neural networks for laminar flow prediction around random two-dimensional shapes von Hachem, E., Viquerat, J.

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Deep reinforcement learning for the control of conjugate heat transfer von Hachem, E., Ghraieb, H., Viquerat, J., Larcher, A., Meliga, P.

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A review on deep reinforcement learning for fluid mechanics: An update von Viquerat, J., Meliga, P., Larcher, A., Hachem, E.

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A simple and efficient numerical model for thermal contact resistance based on diffuse interface immersed boundary method von Aalilija, A., Gandin, Ch-A., Hachem, E.

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Combining machine learning and computational fluid dynamics for solar panel tilt angle optimization in extreme winds von Michel, T., Ansaldi, A., Viquerat, J., Meliga, P., Hachem, E.

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Interactions Between Manufacturers' R&D Investment and Government Regulations: The Case of Transition to Alternative Fuel Vehicles von Hachem, Wissam EL

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Effective pair-potentials between droplets with end-grafted polymers within Pickering emulsions versus grafting-density, solvent quality and monomer concentration and phase diagram... von Benhamou, M., Kaidi, H., Hachem, E.-K.

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Stabilized finite element method for incompressible solid dynamics using an updated Lagrangian formulation von Nemer, R., Larcher, A., Coupez, T., Hachem, E.

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A versatile immersed surface-to-surface method for radiation exchange: Implementation and validation von Schmid, Q., Hachem, E., Mesri, Y.

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Large-scale parallel topology optimization of three-dimensional incompressible fluid flows in a level set, anisotropic mesh adaptation framework von Nour, W. Abdel, Larcher, A., Serret, D., Meliga, P., Hachem, E.

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On the analytical and numerical simulation of an oscillating drop in zero-gravity von Aalilija, A., Gandin, Ch.-A., Hachem, E.

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Time-accurate calculation and bifurcation analysis of the incompressible flow over a square cavity using variational multiscale modeling von Meliga, P., Hachem, E.

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Solution of high-Reynolds incompressible flow with stabilized finite element and adaptive anisotropic meshing von Coupez, T., Hachem, E.

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A twin-decoder structure for incompressible laminar flow reconstruction with uncertainty estimation around 2D obstacles von Chen, J., Viquerat, J., Heymes, F., Hachem, E.

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Reinforcement learning for patient-specific optimal stenting of intracranial aneurysms von Hachem, E., Meliga, P., Goetz, A., Rico, P. Jeken, Viquerat, J., Larcher, A., Valette, R., Sanches, A. F., Lannelongue, V., Ghraieb, H., Nemer, R., Ozpeynirci, Y., Liebig, T.

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Investigating gas furnace control practices with reinforcement learning von Renault, M., Viquerat, J., Meliga, P., Grandin, G.-A., Meynet, N., Hachem, E.

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Single-step deep reinforcement learning for two- and three-dimensional optimal shape design von Ghraieb, H., Viquerat, J., Larcher, A., Meliga, P., Hachem, E.

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Anisotropic boundary layer mesh generation for reliable 3D unsteady RANS simulations von Guiza, G., Larcher, A., Goetz, A., Billon, L., Meliga, P., Hachem, E.

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Discontinuous Galerkin finite element method applied to the coupled unsteady Stokes/Cahn‐Hilliard equations von Pigeonneau, F., Hachem, E., Saramito, P.

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Policy-based optimization: single-step policy gradient method seen as an evolution strategy von Viquerat, J., Duvigneau, R., Meliga, P., Kuhnle, A., Hachem, E.

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