Rockburst prediction based on data preprocessing and hyperband‐RNN‐DNN
A data preprocessing workflow is proposed to address challenges in rockburst data analysis. Coupled algorithms preprocess the data set, and hyperband optimization is used to enhance RNN performance. Results show that preprocessing improves accuracy, while dense layers enhance model stability and prediction performance.
Yong Fan+4 more
wiley +1 more source
Evaluation of the influence of freeze-thaw cycles on the joint strength of granite in the Eastern Tibetan Plateau, China. [PDF]
Qi L, Wang J, Zhang D, Zhang Y, Ma J.
europepmc +1 more source
Creep properties and constitutive model of diabase in deep water conveyance tunnels
The axial and lateral creep characteristics of diabase were analyzed based on compression creep tests. The nonlinear viscoelastic‐plastic model capable of describing the whole creep process was established based on the fractional derivative and damage theories.
Zhigang Tao+5 more
wiley +1 more source
Optimization of Shut-In Time for Hydraulic Fracturing-Assisted Oil Displacement in Offshore Low-Permeability Reservoirs. [PDF]
Duan B+9 more
europepmc +1 more source
The rock failure mode is significantly influenced by the contributing factors, such as the joint inclination, the initial confining pressure, and the unloading point. We found six typical rock failure modes after a large number of numerical tests. Abstract Excavation unloading damages rock masses, with preferential failure along geological defects in ...
Fei Liu+4 more
wiley +1 more source
Experimental investigation of friction reducer effects on the microstructure and permeability of Longmaxi formation gas shale. [PDF]
Liu Z+9 more
europepmc +1 more source
University of Texas Bulletins for 1918, 1919, 1920, 1921 [PDF]
University of Texas at Austin
core +1 more source
The Great Dyke of Zimbabwe is notable for its rich platinum group metal deposits but poses significant geological and geotechnical challenges due to its complex rock types and structural features. Traditional pillar design methods are insufficient for addressing these complexities; the study suggests incorporating advanced techniques such as machine ...
Tawanda Zvarivadza+3 more
wiley +1 more source
Phase transitions, Dirac and Weyl semimetal states in Mn1-xGexBi2Te4. [PDF]
Shikin AM+18 more
europepmc +1 more source
Gels for CO2 geo‐storage and conformance control: A systemic review of behavior and performance
This review provides a systemic evaluation of potential sealants used in CO2 subsurface storage practices. Critical analyses of how external factors like CO2, pH, brine salinity and hardness, rock mineralogy, pressure, temperature, and injectivity could affect the performance of different sealants are provided. Abstract Carbon capture and storage (CCS)
Funsho Afolabi+6 more
wiley +1 more source