175 citations · 242 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2023★ 175 cited
Multi-scale modeling in thermal conductivity of Polyurethane incorporated with Phase Change Materials using Physics-Informed Neural Networks
Bokai Liu, Yizheng Wang, Timon Rabczuk +2
Polyurethane (PU) possesses excellent thermal properties, making it an ideal material for thermal insulation. Incorporating Phase Change Materials (PCMs) capsules into Polyurethane…
cs.AI2023★ 3 cited
Optimizing Carbon Storage Operations for Long-Term Safety
Yizheng Wang, Markus Zechner, Gege Wen +4
To combat global warming and mitigate the risks associated with climate change, carbon capture and storage (CCS) has emerged as a crucial technology. However, safely sequestering C…
cs.LG2023★ 64 cited
BINN: A deep learning approach for computational mechanics problems based on boundary integral equations
Jia Sun, Yinghua Liu, Yizheng Wang +2
We proposed the boundary-integral type neural networks (BINN) for the boundary value problems in computational mechanics. The boundary integral equations are employed to transfer a…