Modern winter jackets are also a testament to centuries-old physics and cutting-edge materials science.
The TLE-PINN method integrates EPINN and deep learning models through a transfer learning framework, combining strong physical constraints and efficient computational capabilities to accurately ...
With performance three times better than copper’s, this new material could substantially improve heat management of ...
Hadi Ghasemi, University of Houston J. Willard Gibbs Distinguished Professor of Mechanical & Aerospace Engineering, has found that thin films designed into tree-like, or branched shapes release heat ...