COMPLAS 2025
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704
Data-Driven Methods and Machine Learning for Particulate Materials
Main Organizer:
Prof.
Jacinto Ulloa
(
University of Michigan
, United States
)
Fri, 05/09/2025
11:00 - 13:00
A3 Building - Room 203
704
Scheduled presentations:
Thermodynamics-informed machine learning with interpretable internal variables
*
K. Karapiperis
(EPFL)
Physics-Pretrained Neural Operator Solving Parametrized PDEs on Complex Domains
*
B. Liu
(University of Cambridge)
Homogenization of Mechanical Metamaterials
*
J. Ulloa
(University of Michigan)
,
P. Ariza
(Universidad de Sevilla)
,
J. Andrade
(California Institute of Technology)
,
M. Ortiz
(California Institute of Technology)
Generalised Implicit Material Networks for constitutive modelling
*
F. Vincent
(Inria)
,
F. Masi
(Inria)
,
V. Acary
(Inria)
Discovering Neural Network Elastoplasticity from Kinematic Observations
*
G. Barkoulis Gavris
(Columbia University)
,
W. Sun
(Columbia University)
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