[HTML][HTML] The optimization of evaporation rate in graphene-water system by machine learning algorithm

D Qiao, M Yang, Y Gao, J Hou, X Zhang… - Journal of Applied …, 2024 - pubs.aip.org
Solar interfacial evaporation, as a novel practical freshwater production method, requires
continuous research on how to improve the evaporation rates to increase water production …

Physics-informed neural networks for heterogeneous poroelastic media

S Roy, C Annavarapu, P Roy… - International Journal for …, 2024 - Taylor & Francis
This study presents a novel physics-informed neural network (PINN) framework for modeling
poroelasticity in heterogeneous media with material interfaces. The approach introduces a …