Combining machine learning and physics modeling to determine the geostress of reservoirs in real-time
December 2024
Real-time updating of geological properties in reservoirs through monitoring data is critical for optimizing hydraulic fracturing. In this work, the ML-Physics method, which inherits the advantages...
Deep transfer learning for microseismic waveforms recognition across geological conditions in TBM tunnels
December 2024
In deeply buried tunneling projects, geological conditions are often complex and varied. Microseismic monitoring systems are extensively deployed to enhance construction safety. However, when the current...
An innovative Time Domain Reflectometry (TDR) sensor to monitor earthquake induced void redistribution in layered soils
December 2024
Liquefaction induced soil void redistribution, i.e., the formation of thin water film between soil layers, has been identified as an important trigger of ground liquefaction occurring in stratified...
