François Lehmann

Professeur

University of Strasbourg

France

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Professor François Lehmann is a faculty member at Université de Strasbourg in France. His research primarily focuses on modeling fluid flow in heterogeneous porous media, employing advanced techniques such as physics-informed neural networks and deep convolutional neural networks. Additionally, he has contributed to the understanding of transport phenomena in geological formations through various innovative modeling approaches.

Articles (9)

Year:

2024

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2024

Year:

2024

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2023

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2022

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2022

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2021

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2020

Year:

2020

Collaborators (3)

Gwenaël Imfeld

CNRS Research Professor

CNRS

FRANCE

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Florence Le Ber

FRANCE

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Benjamin Belfort

Assistant Professor - (Instut Terre et Environnement de Strasbourg - UMR7063))

FRANCE

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François Lehmann

Research Interests

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Contact this professor

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Articles (9)

Modeling transient natural convection in heterogeneous porous media with Convolutional Neural Networks

Modeling fluid flow in heterogeneous porous media with physics-informed neural networks: Weighting strategies for the mixed pressure head-velocity formulation

Modeling gas flow in low-permeability formations: An efficient combination of mixed finite elements and high order time integration schemes

A mixed pressure-velocity formulation to model flow in heterogeneous porous media with physics-informed neural networks

Analyzing the efficiency and robustness of deep convolutional neural networks for modeling natural convection in heterogeneous porous media

Bayesian inversion of laboratory experiments of transport through limestone fractures

Water table fluctuations affect dichloromethane biodegradation in lab-scale aquifers contaminated with organohalides

An Improved Kalman Filtering Approach for the Estimation of Unsaturated Flow Parameters by Assimilating Photographic Imaging Data

High-altitude free fall and parameter estimation for undergraduate numerical techniques laboratory

Collaborators (3)

Gwenaël Imfeld

Florence Le Ber

Benjamin Belfort

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