COMPLAS 2025
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701B
Machine Learning Methods for Inelastic/Multiscale/Multiphysics Material Modeling II
Main Organizer:
Prof.
Fadi Aldakheel
(
Leibniz Universität Hannover
, Germany
)
Fri, 05/09/2025
11:00 - 13:00
A3 Building - Room 201
701B
Scheduled presentations:
Leveraging Data Distillation and Budget Forcing for Automated Constitutive Modeling in Material Science
*
H. Li
(University of Cambridge)
Machine Learning-Aided Inverse Design of Porous Metamaterials
*
F. Aldakheel
(Leibniz Universitaet Hannover)
,
P. THIEN NGUYEN
(Leibniz Universitaet Hannover)
,
Y. HEIDER
(Leibniz Universitaet Hannover)
New Insights Into Strain-Induced Rubber Crystallisation and Fracture: A Precise and Efficient Physics-Augmented Neural Network Approach
*
F. Dammaß
(TU Dresden)
,
K. Friedrichs
(TU Dresden)
,
K. Kalina
(TU Dresden)
,
M. Kästner
(TU Dresden)
Variational Physics Informed Neural Networks formulation for solid mechanics
*
D. Rodopoulos
(New York University Abu Dhabi)
,
P. Pantidis
(New York University Abu Dhabi)
,
N. Karathanasopoulos
(New York University)
Multiscale modeling of metamaterials and complex composite structures using the Empirical Interscale Finite Element Method (EIFEM)
*
J. HERNÁNDEZ
(CIME)
,
E. SOUDAH
(CIMNE)
Unsupervised identification of constitutive laws using neural networks in a thermodynamically consistent framework guided by the CRE and mCRE methods
*
N. Klebi
(ENS Paris-Saclay - LMPS)
,
L. Chamoin
(ENS Paris- Saclay - LMPS)
Home
About
COMPLAS 2025
Conference Series
Organization
Chairmen
Scientific Committee
Supporting Organizations
Plenary Lecturers
Minisymposia
Call and Topics
Invited Minisymposia
Programme
NEW
Programme Overview
Programme Calendar
Technical Sessions
Programme Search
Day by Day
At a Glance
Submission
Submission Dates
Submission Instructions
Registration Fees
Practical Information
NEW
Access to the Conference Venue
Social Programme
NEW
Sponsors & Exhibitors
Cultural Visits
NEW
Venue & Travel
Venue
Host City — Barcelona
Travel
Accommodation
Secretariat
Download Poster
COMPLAS COURSE 2025