Artificial Neural Networks: advanced topics

Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach

Improving Digital Twin Using AI and SCADA

Benchmark SEM3D sur des instances Google Cloud de type C2D optimisées pour le calcul utilisant le processeur AMD EPYC et sur GPU Nvidia A100

Breaking the Black Box: Inherently Interpretable Physics-Informed Machine Learning for Imbalanced Seismic Data

PHYSICS-BASED SCENARIO OF THE 2007 CHUETSU-OKI EARTHQUAKE

Synthetic ground motions in heterogeneous geologies from various sources: the HEMEW S -3D database

Seismic hazard analysis with a Fourier Neural Operator (FNO) surrogate model enhanced by transfer learning

Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change

Numerical earthquake-induced landslide hazard assessment at regional scale in the Colombian Andes

Graph Transformer-Based Flood Susceptibility Assessment of the French Riviera: Implications for Railway Infrastructure Resilience

Seamless Simulations of Earthquake Disasters and Economy at 1:1 scale Utilizing Big-data

Generation automatique de maillages hexaédriques pour des applications en géophysique à l'échelle régionale

Machine learning opportunities to conduct high-fidelity earthquake simulations in multi-scale heterogeneous geology

MIYAZAKI - The silent eyes of the forest

A deep learning-based earthquake simulator: from source and geology to surface wavefields

A Methodology For 3d Nonlinear Soil-Structure Interaction Using The Domain Reduction Method

Analyse physics-based de scénarios sismiques «de la faille au site» : prédiction de mouvement sismique fort pour l’étude de vulnérabilité sismique de structures critiques.

Multiple-Input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics

3D elastic wave propagation with a Factorized Fourier Neural Operator (F-FNO)

Metamodèle de propagation d'onde sismique 3D par opérateur neuronal de Fourier (FNO) amélioré par l'apprentissage par transfert

SEM3D-High-resolution seismic wave propagation modelling from the fault to the structure for realistic earthquake scenarios. GENCI Allocation A0080410444

Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation

Argostoli site, from site test to numerical model: a holistic approach

Génération conditionnelle et inconditionnelle de signaux sismiques à l'aide de modèles de diffusion.

Fast 3D Diffusion for Scalable Granular Media Synthesis

Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response

Broadband Seismic Source-To-Structure Analysis Of The Kashiwazaki-Kariwa Nuclear Power Plant

Pipeline for Semantic Segmentation of Large Railway Point Clouds

Quantifying uncertainties in seismic waves propagation with a Fourier Neural Operator surrogate model

Generative domain-adapted adversarial auto-encoder model for enhanced ultrasonic imaging applications

A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problems

Modelling the impact of linear infrastructure on species dispersal in a changing climate: a scalable surrogate approach

Blind broad-band (0-10 Hz) numerical prediction of the 3-D near field seismic response of a Mw6.0 extended fault scenario: application to the nuclear site of Cadarache (France)

Physics-Based Super-Resolved Simulation of 3D Elastic Wave Propagation Adopting Scalable Diffusion Transformer

Metamodèle de la propagation d'ondes sismiques 3D par opérateur neuronal de Fourier (FNO) amélioré avec un transfert d'apprentissage.

Coupling spectral and Finite Element methods for 3D physic-based seismic analysis from fault to structure: Application to the Cadarache site in France

Diagnostic performance of artefact-reduced cone-beam CT images using a generative adversarial neural network

Deep learning generative strategies to enhance 3D physics-based seismic wave propagation: from diffusive super-resolution to 3D Fourier Neural Operators.

Metamodeling elastic wave propagation using a mixed factorized Fourier encoder-decoder for online laser-ultrasound testing in additive manufacturing

SEM3D: A 3D High-Fidelity Numerical Earthquake Simulator for Broadband (0-10 Hz) Seismic Response Prediction at a Regional Scale

Deep-learning-based surrogate model of laser-induced elastic wave propagation in metallic microstructures with elongated grains

MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire

Rapport de la mission post-sismique du séisme du 1er Janvier 2024 de Noto (Japon)

Modelling the absorption of a gas mixture in a cross-flow hollow-fiber membrane module

Procédé de purification de pentoses

Purification des pentoses d'un hydrolysat d'hemicellulose sans neutralisation afin de recycler l'acide sulfurique

Technologie éco-efficiente d'épuration de biogaz pour petits méthaniseurs agricoles par absorption gaz-liquide

Purification of organic acids by chromatography with strong anionic resins: Investigation of uptake mechanisms

Is it possible to remediate a BTEX contaminated chalky aquifer by in situ chemical oxidation?