ERD

Unsupervised learning of history-dependent constitutive material laws with thermodynamically-consistent neural networks ...

Project: DREAM-ON

Updated at: 01-10-2025

Show more information

Project acronym DREAM-ON

Model and mesh selection from a mCRE functional in the context of parameter identification with full-field measurements

Project: DREAM-ON

Updated at: 01-10-2025

Show more information

Project acronym DREAM-ON

Model verification, updating, and selection from the constitutive relation error concept

Project: DREAM-ON

Updated at: 01-10-2025

Show more information

Project acronym DREAM-ON

Data-driven material modeling based on the Constitutive Relation Error

Project: DREAM-ON

Updated at: 01-10-2025

Show more information

Project acronym DREAM-ON

A novel DDDAS architecture combining advanced sensing and simulation technologies for effective real-time structural hea...

Project: DREAM-ON

Updated at: 01-10-2025

Show more information

Project acronym DREAM-ON

Experimental Learning of a Hyperelastic Behavior with a Physics-Augmented Neural Network

Project: DREAM-ON

Updated at: 01-10-2025

Show more information

Project acronym DREAM-ON

Periodic Reporting for period 2 - DREAM-ON (Structural damage: robust, real-time, and data-driven adaptive modeling for ...

Project: DREAM-ON

Updated at: 01-11-2024

Show more information

Project acronym DREAM-ON

NN-mCRE: a modified Constitutive Relation Error framework for unsupervised learning of nonlinear state laws with physics...

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Data-based model updating, selection, and enrichment using the modified constitutive relation error concept

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Scientific machine learning and physics-augmented neural networks for hybrid digital twins

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Réseaux de neurones informés par la physique pour l’apprentissage de lois de comportement

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Adaptive modeling and learning of material laws for effective data assimilation

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Réseaux de neurones informés par la physique pour l’apprentissage de lois de comportement

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Physics-informed neural networks derived from a mCRE functional for constitutive modelling

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Some recent advances in structural damage tracking and monitoring

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

DREAM-ON: merging advanced sensing techniques and simulation tools for future structural health monitoring technologies

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

High resolution strain measurement using optic fiber sensors

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

OFDR optic fiber measurements: performance limitations

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Data-driven MPC applied to nonlinear systems for real-time applications

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Damage tracking using distributed optic fiber sensors in structures

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Training and generalization errors for Underparametrized Neural Networks

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

In situ structural damage tracking and monitoring from advanced sensing techniques and hybrid twins

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

A modified Constitutive Relation Error framework to learn nonlinear constitutive laws using physics-augmented Neural Net...

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Physics-augmented neural networks for constitutive modeling: toward an application for structural health monitoring

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Physics-augmented neural networks for constitutive modeling: training with the modified constitutive relation error

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Commande garantie pour le contrôle et la prévention de l'endommagement des structures

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Training and generalization errors for Underparametrized Neural Networks

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

A modified Constitutive Relation Error (mCRE) framework to learn nonlinear constitutive models from strain measurements ...

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Apprentissage non-supervisé de lois de comportement non-linéaires avec réseau de neurones thermodynamiquement consist...

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Contrôle en ligne garantissant la sûreté de fonctionnement de structures en mode dégradé

Project: DREAM-ON

Updated at: 27-04-2024

Show more information

Project acronym DREAM-ON

Resources