MICDE-Aerospace Engineering Seminar: Jan Janssen, Scientist, Max Planck Institute
Cooley Building - 906How to use machine learning in the discovery and design of materials for the future?
How to use machine learning in the discovery and design of materials for the future?
Foundation Model for Molecular Design
Mahmoud Komaiha (Biomedical Engineering) & Zhucong Xi (Materials Science & Engineering)
Computational Science and High-Performance Computing at Lawrence Livermore National Laboratory
Formally Verified Numerical Methods
Parthenon: a flexible framework for rapid development of performance portable multiphysics codes
When big neural networks are not enough: physics, multi-fidelity and kernels
Alexander Coppeans (Aerospace Engineering): Aerodynamic Shape Optimization with Curved Mesh Adaptation
Heaviside Composite Optimization, a new paradigm of optimization
Liuyun Xu (Civil Engineering): Adaptive Deep Learning-Powered Multi-fidelity Stratified Sampling for Efficient Failure Analysis of Nonlinear Dynamic Systems
Jasmin Lim (Aerospace Engineering): A Hybrid Surrogate Modeling Framework for Digital Twins of Nuclear Energy Systems