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Liste des publications du LMPS

Affichage des publications 101 à 110 sur 1676 au total

Engineering Sciences

Learning a hyperelastic constitutive model from 3D experimental data

This work was conducted at Université Paris-Saclay, CentraleSupélec, ENS Paris-Saclay, CNRS, LMPS – Laboratoire de Mécanique Paris-Saclay, Gif-sur-Yvette, France. This repository contains code and data for developing and using Physics-Augmented…

Mathys Bourdyot, Marius Campans, Benjamin Smaniotto, Raphaël Langlois, Emmanuel Baranger, Clément Jailin

Engineering Sciences

Improved energy storage density and breakdown strength of “3 + 2” layered flexible composite with charged interlayer double hydroxide nanosheets

Abstract Polymer dielectric capacitors have emerged as attractive energy storage solutions for pulsed power applications, attributed to their exceptional breakdown strength and superior processability. Nevertheless, the energy storage performance of…

Hao Teng, Na Zhang, Chuying Zhang, Lei Yin, Jinbo Bai, Hang Zhao

Polymer Composites -

Engineering Sciences

Collision of surfactant-laden droplets: insights from molecular dynamics simulation

The collision dynamics of surfactant-laden droplets is investigated by considering the time evolution of various length scales for both head-on and off-centre collisions for a broad range of relevant parameters.

Soheil Arbabi, Piotr Deuar, Rachid Bennacer, Zhizhao Che, Panagiotis Theodorakis

Soft Matter -

Risques

Breaking the Black Box: Inherently Interpretable Physics‐Constrained Machine Learning With Weighted Mixed‐Effects for Imbalanced Seismic Data

Abstract Ground motion models (GMMs) are critical for seismic risk mitigation and infrastructure design. Machine learning (ML) is increasingly applied to GMM development due to expanding strong motion databases. However, existing ML‐based GMMs…

Vemula Sreenath, Filippo Gatti, Pierre Jehel

Journal of Geophysical Research. Machine Learning and Computation -