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Plenary Lectures 2017 Videos

  Remembrance of the
30th Anniversary by E. Stein


  COMPLAS Across Time
(1987-2017) by E. Ramm


  COMPLAS COURSE NEW!

  E-book NEW!

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Number of visits: 100793


17:00 - 19:00

Technical sessions
Data Driven Constitutive Models

ThE07

Room: Coral

Chair: Michael Ortiz

A Cooperative Game for Automated Generations of Elasto-Plasticity Theories and Models with AI-Guided Experimentation

W. Sun, K. Wang and Q. Du

Abstract

A Model-free Data-driven Approach for Plasticity

R. Eggersmann, T. Kirchdoerfer, S. Reese, L. Stainier and M. Ortiz

Abstract

Training and Testing a Machine Learning Based Elasto-plasticity Model

D. Huang, C. Weißenfels and P. Wriggers

Abstract

Machine Learning based Multiscale Modeling of Deformation of Multiphase Microstructures

A. Alankar, A. Beniwal and R. Dadhich

Abstract

A Study of Machine Learning Approaches to Predict Flow Curves at Different Temperatures and Strain-rates

P. Wechsuwanmanee, W. Zhang, J. Lian and S. Münstermann

Abstract

Learning Dislocation Dynamics: a Machine Learning Approach based on 2D Discrete Dislocation Dynamics

H. Song and S. Sandfeld

Abstract



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