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
Fluid flow through a single fracture is commonly described by the cubic law. However, deviations from this model are expected because natural fracture surfaces are rough and in contact with each other in discrete regions. In this study, the interactions between fracture closure, contact area, and hydraulic characterization of mesoscopic‐scale rough ...
Chenghao Han +5 more
wiley +1 more source
Comparative genomics and metabolomics reveal phytohormone production, nutrient acquisition, and osmotic stress tolerance in <i>Azotobacter chroococcum</i> W5. [PDF]
Elakkya M +10 more
europepmc +1 more source
Recent Advances in Skin-Interfaced Wearable Sweat Sensors: Opportunities for Equitable Personalized Medicine and Global Health Diagnostics. [PDF]
Clark KM, Ray TR.
europepmc +1 more source
This study highlights that with the static and time‐dependent evolution of slip versus dilation tendency parameter space, structurally controlled deep geothermal systems can be selected within areas of higher permeability and lower seismic hazard. Abstract Faults play a vital role in the Earth's hydraulic system by facilitating fluid flow when dilating
Michal Kruszewski +4 more
wiley +1 more source
Formation of CO<sub>2</sub>-dependent small-colony variants (SCVs) in methicillin-resistant <i>Staphylococcus aureus</i> mediated by a single point mutation in <i>mpsB</i>. [PDF]
Chen S +9 more
europepmc +1 more source
The sequential formation of Ag2Se and AgSbSe2 phases at the Sb2Se3/Mo interface upon Ag incorporation in co‐evaporated Sb2Se3 solar cells promotes grain growth and defect passivation. These newly formed intermediate phases enhance crystallinity and suppress recombination, leading to significant improvements in open‐circuit voltage, fill factor, and ...
Van‐Quy Hoang +16 more
wiley +1 more source
The completed mitochondrial genomes of Globodera vulgaris reveals new insights into the genus Globodera phylogeny. [PDF]
Yang S +6 more
europepmc +1 more source
Recent Advances in Generation and Detection of Orbital Angular Momentum Optical Beams-A Review. [PDF]
Fatkhiev DM +8 more
europepmc +1 more source

