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A supervised neural network for drag prediction of arbitrary 2D shapes in laminar flows at low Reynolds number

Computers & fluids, 2020-10, Vol.210, p.104645, Article 104645

2020

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Direct shape optimization through deep reinforcement learning

Journal of computational physics, 2021-03, Vol.428, p.110080, Article 110080

2021

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Latent dirichlet allocation for double clustering (LDA-DC): discovering patients phenotypes and cell populations within a single Bayesian framework

BMC bioinformatics, 2023-02, Vol.24 (1), p.61-61, Article 61

2023

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Exploiting locality and translational invariance to design effective deep reinforcement learning control of the 1-dimensional unstable falling liquid film

AIP advances, 2019-12, Vol.9 (12), p.125014-125014-13

2019

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Parallel Bootstrap-Based On-Policy Deep Reinforcement Learning for Continuous Fluid Flow Control Applications

Fluids (Basel), 2023-07, Vol.8 (7), p.208

2023

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Autoregressive transformers for data-driven spatiotemporal learning of turbulent flows

APL machine learning, 2023-12, Vol.1 (4), p.046101-046101-24

2023

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A Bayesian Nonlinear Reduced Order Modeling Using Variational AutoEncoders

Fluids (Basel), 2022-10, Vol.7 (10), p.334

2022

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AnXplore: a comprehensive fluid-structure interaction study of 101 intracranial aneurysms

Frontiers in bioengineering and biotechnology, 2024-06, Vol.12

2024

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Beta-hydroxybutyrate dampens adipose progenitors’ profibrotic activation through canonical Tgfβ signaling and non-canonical ZFP36-dependent mechanisms

Molecular metabolism (Germany), 2022-07, Vol.61, p.101512-101512, Article 101512

2022

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Multi-Objective Topology Optimization of Conjugate Heat Transfer Using Level Sets and Anisotropic Mesh Adaptation

Fluids (Basel), 2024-05, Vol.9 (5), p.105

2024

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A Stabilized Finite Element Framework for Anisotropic Adaptive Topology Optimization of Incompressible Fluid Flows

Fluids (Basel), 2023-08, Vol.8 (8), p.232

2023

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A Vaporization Model for Continuous Surface Force Approaches and Subcooled Configurations

Fluids (Basel), 2023-08, Vol.8 (8), p.233

2023

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Analysis of Intracranial Aneurysm Haemodynamics Altered by Wall Movement

Bioengineering (Basel), 2024-03, Vol.11 (3), p.269

2024

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Evaluating the Impact of Domain Boundaries on Hemodynamics in Intracranial Aneurysms within the Circle of Willis

Fluids (Basel), 2024-01, Vol.9 (1), p.1

2024

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A stabilized mixed formulation using the proper generalized decomposition for fluid problems

Computer methods in applied mechanics and engineering, 2019-04, Vol.346, p.769-787

2019

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A review on deep reinforcement learning for fluid mechanics

Computers & fluids, 2021-07, Vol.225, p.104973, Article 104973

2021

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Quantitative predictions of the μ(I) rheology in 2D and 3D granular column collapse: scaling laws and quasi-static vs. inertial regimes

EPJ Web of Conferences, 2017, Vol.140, p.11005

2017

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Adaptive Eulerian framework for boiling and evaporation

Journal of computational physics, 2020-01, Vol.401, p.109030, Article 109030

2020

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A supervised neural network for drag prediction of arbitrary 2D shapes in laminar flows at low Reynolds number

Computers & fluids, 2019

2019

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Inertia-dominated coiling instabilities of power-law fluids

Journal of non-Newtonian fluid mechanics, 2020-08, Vol.282, p.104321, Article 104321

2020

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Deep reinforcement learning for the control of conjugate heat transfer

Journal of computational physics, 2021-07, Vol.436, p.110317, Article 110317

2021

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Anisotropic adaptive body-fitted meshes for CFD

Computer methods in applied mechanics and engineering, 2022-10, Vol.400, p.115562, Article 115562

2022

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Adaptive stopping criterion for iterative linear solvers combined with anisotropic mesh adaptation, application to convection-dominated problems

Computer methods in applied mechanics and engineering, 2018-10, Vol.340, p.864-880

2018

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A versatile immersed surface-to-surface method for radiation exchange: Implementation and validation

International journal of heat and mass transfer, 2019-05, Vol.134, p.1091-1100

2019

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Time-accurate calculation and bifurcation analysis of the incompressible flow over a square cavity using variational multiscale modeling

Journal of computational physics, 2019-01, Vol.376, p.952-972

2019

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A supervised neural network for drag prediction of arbitrary 2D shapes in laminar flows at low Reynolds number

Direct shape optimization through deep reinforcement learning

Latent dirichlet allocation for double clustering (LDA-DC): discovering patients phenotypes and cell populations within a single Bayesian framework

Exploiting locality and translational invariance to design effective deep reinforcement learning control of the 1-dimensional unstable falling liquid film

Parallel Bootstrap-Based On-Policy Deep Reinforcement Learning for Continuous Fluid Flow Control Applications

Autoregressive transformers for data-driven spatiotemporal learning of turbulent flows

A Bayesian Nonlinear Reduced Order Modeling Using Variational AutoEncoders

AnXplore: a comprehensive fluid-structure interaction study of 101 intracranial aneurysms

Beta-hydroxybutyrate dampens adipose progenitors’ profibrotic activation through canonical Tgfβ signaling and non-canonical ZFP36-dependent mechanisms

Multi-Objective Topology Optimization of Conjugate Heat Transfer Using Level Sets and Anisotropic Mesh Adaptation

A Stabilized Finite Element Framework for Anisotropic Adaptive Topology Optimization of Incompressible Fluid Flows

A Vaporization Model for Continuous Surface Force Approaches and Subcooled Configurations

Analysis of Intracranial Aneurysm Haemodynamics Altered by Wall Movement

Evaluating the Impact of Domain Boundaries on Hemodynamics in Intracranial Aneurysms within the Circle of Willis

A stabilized mixed formulation using the proper generalized decomposition for fluid problems

A review on deep reinforcement learning for fluid mechanics

Quantitative predictions of the μ(I) rheology in 2D and 3D granular column collapse: scaling laws and quasi-static vs. inertial regimes

Adaptive Eulerian framework for boiling and evaporation

A supervised neural network for drag prediction of arbitrary 2D shapes in laminar flows at low Reynolds number

Inertia-dominated coiling instabilities of power-law fluids

Deep reinforcement learning for the control of conjugate heat transfer

Anisotropic adaptive body-fitted meshes for CFD

Adaptive stopping criterion for iterative linear solvers combined with anisotropic mesh adaptation, application to convection-dominated problems

A versatile immersed surface-to-surface method for radiation exchange: Implementation and validation

Time-accurate calculation and bifurcation analysis of the incompressible flow over a square cavity using variational multiscale modeling

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