Computational and Multi-scale Mechanics Group

Call for Abstract

WCCM 2020 MS226 on

Advances of Machine Learning in Material Design, Modeling and Processing

 July 19~24, 2020, Paris, France

Deadline for submission: Jan 15, 2020 (extended)

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    Application

    Complex forming process

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    We invent the most advanced simulation tools to help engineers analyze very challenging forming process in real world including forging, extrusion and compression molding. 

    Courtesy of JSOL

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    Joint: manufacturing, strength analysis and beyond

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    Joint, such as spot weld, screw and rivet, is one of the most important structural components in both conventional and light-weighted vehicles. Our particle based approach provides an incomparable commercial CAE tool to model large deformation and material failure in joints for various materials including metal alloys and CFRP.

    Material Design

    • Topology Learning

      • 2D & 3D​ RVEs

      • Parallel training

    • Data-driven Material Modeling​

      • Nonlinear plasticity​

      • Large deformation

    • Concurrent Multiscale Simulation​​

    Manufacturing

    • Hot/Cold Forming

      • Compression Molding​

      • Orbital Forming

    • Metal Cutting

    • Friction Drilling

    • Joining

      • Flow Drill Screw​ (FDS)

      • Self-Piercing Rivet (SPR)

    • Grinding

    • Additive Manufacturing

    Structural Analysis

    • Joint / Connection

      • Performance test​

      • Two-scale analysis

    • Impact and Penetration

      • Penetration​

      • Perforation

      • Fiber-Reinforced Solid

    • Multi-solvers​

      • Water Jet Drilling​

      • Bird Strike​