We attended the Society of Engineering Science (SES) Conference at University of Minnesota, Minneapolis. The conference was held between October 8-11, 2023. In total, IDEAL members participated with 7 presentation which are named below.
SES 2023 Presentations
- Doksoo Lee, Lu Zhang (Lehigh), Wei Chen, Yue Yu (Lehigh). “A Neural Operator Approach to Learning Drastically Varying Spatial Behavior in Photonic Metamaterials“.
- Akash Pandey, Wei Chen, Sinan Keten. “Primary sequence-based interpretable machine learning model for the mechanical property prediction in spider silk”.
- Tuba Dolar, Jie Chen, Wei Chen. “Uncertainty Quantification Driven Dataset Balancing for Improving Machine Learning Accuracy”.
- Yi-Ping Chen, Liwei Wang, Yigitcan Comlek, Wei Chen. “A Unified Adaptive Sampling Framework for Multi-Fidelity Modeling and Bayesian Optimization via Latent Variable Gaussian Process”.
- Liwei Wang, Yilong Chang (Stanford), Shuai Wu (Stanford), Ruike Zhao (Stanford), Wei Chen. “Physics-aware differentiable inverse design of magnetically actuated kirigami for shape morphing”.
- Wei (Wayne) Chen (Texas A&M), Yu-Chin Chan (Siemens), Daicong Da (Boise State), Wei Chen . “Generative Design of Multiscale Heterostructures with Blended Multiclass Metamaterials”.
- Prajakta Prabhune (Duke), Yigitcan Comlek, Cate Brinson (Duke), Linda Schadler (Vermont), Ravishankar Sundararaman (RPI), Wei Chen . “Tailoring Microstructures and interfaces to design polymer nanodielectrics for capacitive energy storage”.