Top Webinar 29: Data-Driven Multiscale Design

Описание: TOP Webinar 29: Data-Driven Multiscale Design
https://topwebinar.weblog.tudelft.nl/...

0:00:48 Opening
Host: Dr. Wei Chen (Northwestern University, USA)

0:03:05
1 – Dr. Wei Chen, Wilson-Cook Professor in Engineering Design, Department of Mechanical Engineering, Northwestern University, USA
Doksoo Lee, Wei Chen, Liwei Wang, Yu‐Chin Chan, and Wei Chen. “Data‐Driven Design for Metamaterials and Multiscale Systems: A Review.” Advanced Materials (2023): 2305254.
https://doi.org/10.1002/adma.202305254

0:24:09
2 – Dr. Dennis M. Kochmann, Professor, Department of Mechanical and Process Engineering, ETH Zurich, Switzerland
Jan-Hendrik Bastek, and Dennis M. Kochmann, “Inverse Design of Nonlinear Mechanical Metamaterials via Video Denoising Diffusion Models.” Nature Machine Intelligence 5, 1466–1475 (2023).
https://doi.org/10.1038/s42256-023-00...

0:36:00
3 – Dr. Mohammad J. Mirzaali, Assistant Professor, Department of Biomechanical Engineering, Delft University of Technology (TU Delft), Netherlands
Helda Pahlavani, Kostas Tsifoutis‐Kazolis, Mauricio C. Saldivar, Prerak Mody, Jie Zhou, Mohammad J. Mirzaali, and Amir A. Zadpoor. “Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials.” Advanced Materials 36, no. 6 (2024): 2303481
https://doi.org/10.1002/adma.202303481

0:45:10
Q&A discussion