Recurrent Neural Network (RNN)-Based Approach to Predict Mean Flow Stress in Industrial Rolling

AG Zinyagin, AV Muntin, VS Tynchenko, PI Zhikharev… - Metals, 2024 - search.proquest.com
This study addresses the usage of data from industrial plate mills to calculate the mean flow
stress of different steel grades. Accurate flow stress values may optimize rolling technology …

[HTML][HTML] A unified constitutive model for salt rocks under triaxial creep-fatigue loading conditions

F Yang, Z Li, M Fourmeau, J Fan, Y Zou, D Jiang… - … and Underground Space …, 2024 - Elsevier
The salt cavern compressed air energy storage (CAES) reservoir undergoes periodic cyclic
gas injection and production, which induce coupled fatigue-creep effects on the surrounding …

[HTML][HTML] Research status of creep–fatigue characteristics of salt rocks and stability of compressed air storage in salt caverns

M Fourmeau, W Liu, Z Li, D Nelias, J Fan, H Tian… - Earth Energy …, 2024 - Elsevier
Energy is an important resource that supports the development of human society, and
energy security is even more relevant to the strength of a country. In order to ensure energy …

A theoretical model and experimental investigation of fluid flow in granite rough fracture

Y Dong, B Xi, S He, L Chen, K Liu, P Gao - Physics of Fluids, 2025 - pubs.aip.org
The fissure serves as the primary flow channel within a rock mass and plays a crucial role in
the flow behavior of rock fractures. The geometric features of the fracture, combined with …