A review of machine learning applications to geophysical logging inversion of unconventional gas reservoir parameters
Z Wang, Y Cai, D Liu, J Lu, F Qiu, J Hu, Z Li… - Earth-Science …, 2024 - Elsevier
Reservoir parameters are crucial indicators for reservoir evaluation and development and
provide insights into long-term reservoir behavior. The primary methods for evaluating these …
provide insights into long-term reservoir behavior. The primary methods for evaluating these …
Multi-objective hyperparameter optimization of artificial neural networks for optimal feedforward torque control of synchronous machines
Multiobjective hyperparameter optimization is applied to find optimal artificial neural network
(ANN) architectures used for optimal feedforward torque control (OFTC) of synchronous …
(ANN) architectures used for optimal feedforward torque control (OFTC) of synchronous …
Optimizing Methane Uptake on N/O Functionalized Graphene via DFT, Machine Learning, and Uniform Manifold Approximation and Projection (UMAP) Techniques
M Rahimi, A Mehrpanah, P Mouchani… - Industrial & …, 2024 - ACS Publications
Carbon materials possess active sites and functionalities on the surface that can attract
prominent interest as solid adsorbents for diverse gas adsorption. This study aimed to …
prominent interest as solid adsorbents for diverse gas adsorption. This study aimed to …
Prediction and evaluation of key parameters in coalbed methane pre-extraction based on transformer and inversion model
L Yan, H Wen, Z Wang, Y Jin, J Guo, Y Liu… - … Applications of Artificial …, 2025 - Elsevier
Accurate parameter prediction in the coalbed methane (CBM) pre-extraction process is
crucial for formulating effective control measures and preventing CBM-related accidents …
crucial for formulating effective control measures and preventing CBM-related accidents …
A novel dual-way inference modeling method for coal coking: Predicting H2 and CH4 concentrations in coke oven gas and inferring optimal reaction conditions
X Zhang, D Ren, X Fu, W Lu, S Yuan - Fuel, 2025 - Elsevier
Coal coking is an efficient and environmentally friendly technology for energy utilization that
yields various industrial materials. However, the intricate nature of the coal coking reaction …
yields various industrial materials. However, the intricate nature of the coal coking reaction …
Spatial-spectral joint preprocessing for hyperspectral image analysis using 3D-ResNet: Application to coal ash content estimation
Y Cui, Z Lv, Y Fan, Y Song, Y Wu, X Zhao, C Diao… - Measurement, 2024 - Elsevier
Coal ash content estimation using hyperspectral image (HSI) is a promising yet challenging
task due to the high dimensionality and intricate data structure of HSI. Existing methods …
task due to the high dimensionality and intricate data structure of HSI. Existing methods …
The geological factors affecting gas content and permeability of coal seam and reservoir characteristics in Wenjiaba block, Guizhou province
C Feng, X Li, R Yang, J Cai, H Sui, H Xie, Z Wang - Scientific Reports, 2023 - nature.com
The gas content and permeability of coal reservoirs are the main factors affecting the
productivity of coalbed methane. To explore the law of gas content and permeability of coal …
productivity of coalbed methane. To explore the law of gas content and permeability of coal …
[HTML][HTML] Gas Content and Geological Control of Deep Jurassic Coalbed Methane in Baijiahai Uplift, Junggar Basin
B Luo, H Wang, B Sun, Z Ouyang, M Yang, Y Wang… - Processes, 2024 - mdpi.com
Deep coalbed methane (CBM) resources are abundant in China, and in the last few years,
the country's search for and extraction of CBM have intensified, progressively moving from …
the country's search for and extraction of CBM have intensified, progressively moving from …
Research and Application of Sealed coring Technology in In-situ Coal Seam of Directional Long borehole in Coal mine
D Tang, W Wu, Y Tang, Z Duan, X He… - Bilimsel Madencilik …, 2024 - dergipark.org.tr
In order to accurately obtain the gas content of in-situ coal seams in coal mines, a sealed
coring technology for in-situ coal seams in coal mines has been proposed. By utilizing the …
coring technology for in-situ coal seams in coal mines has been proposed. By utilizing the …
A Recovery Method of Large-Scale Isolated Stopes Supported by Pre-Stressed Expandable Props in Deep Resource Mining: A Case Study
K Li, Y Li, Z Xiong, Z Li, G Xiao, X Wang - Available at SSRN 4656735 - papers.ssrn.com
This study proposes a recovery method for large-scale isolated stopes supported by pre-
stressed expandable props in deep resource mining. Using a large isolated stope of the …
stressed expandable props in deep resource mining. Using a large isolated stope of the …