Mathieu Bauchy

Presentation History

2024 MRS Spring Meeting

End-To-End Differentiability and Tensor Processing Unit Computing (TPU) to Accelerate Materials’ Inverse Design

Apr 24, 2024, 10:30 AM

2023 MRS Fall Meeting

Inverse Design of Low-Carbon Concrete Materials by Machine Learning

Dec 1, 2023, 11:45 AM

2023 MRS Fall Meeting

Predicting the Dynamics of Atoms by a Surrogate Machine-Learned Simulator

Nov 29, 2023, 4:15 PM

2023 MRS Spring Meeting

Forcefield Parameterization via Differentiable Molecular Dynamics

Apr 11, 2023, 4:15 PM

2023 MRS Spring Meeting

Inferring Interatomic Forcefields from Trajectories Using Graph Neural Network and Symbolic Regression

Apr 11, 2023, 4:00 PM

2022 MRS Fall Meeting

Predicting the Long-Term Durability of Nuclear Waste Immobilization Glasses Using Machine Learning

Nov 30, 2022, 8:45 AM

2022 MRS Fall Meeting

Predicting the Dynamics of Atoms in Liquids by a Surrogate Machine-Learned Simulator

Nov 29, 2022, 10:45 AM

2022 MRS Spring Meeting

Predicting the Dynamics of Atoms in Liquids by a Surrogate Machine-Learned Simulator

May 12, 2022, 8:45 AM

2021 MRS Fall Meeting

Turning CO₂ Into Cementitious Binders by Mineralization

Dec 1, 2021, 2:15 PM

2021 MRS Fall Meeting

Discovering New Concrete Materials by Machine Learning and Bayesian Optimization

Nov 30, 2021, 4:30 PM

2021 MRS Fall Meeting

De Novo Inverse Design of Nanoporous Materials by Machine Learning

Nov 30, 2021, 3:15 PM

2021 MRS Fall Meeting

Topology-Informed Machine Learning for Predicting Glasses’ Properties

Nov 30, 2021, 2:15 PM

2021 MRS Fall Meeting

Machine-Learning-Aided Development of Analytical Empirical Forcefields for Glasses

Nov 30, 2021, 1:30 PM

2021 MRS Spring Meeting

Predicting the Long-Time Creep Dynamics of Gels from Their Static Structure by Machine Learning

Apr 23, 2021, 5:15 PM

2021 MRS Spring Meeting

De Novo Discovery of Disordered Mechanical Metamaterials by Machine Learning

Apr 20, 2021, 7:00 PM

2021 MRS Spring Meeting

End-to-End Differentiability and Tensor Processing Unit Computing to Accelerate Materials’ Inverse Design

Apr 18, 2021, 6:30 PM

2019 MRS Fall Meeting

Machine-Learning-Aided Development of Empirical Force-Fields

Dec 3, 2019, 8:45 AM