A Degradation Warning Method for Ultra-High Voltage Energy Devices Based on Time-Frequency Feature Prediction by Pinzhang Zhao, Lihui Wang, Jian Wei, Yifan Wang, Haifeng Wu

Get full text

Network Resource Allocation Method Based on Awareness–Prediction Joint Compensation for Low-Earth-Orbit Satellite Networks by Hang Di, Tao Dong, Zhihui Liu, Shuotong Wei, Qiwei Zhang, Dingyun Zhang

“…The method utilizes the node awareness latency as a prediction step and employs a long short-term memory model for resource status prediction. …”
Get full text

MultiV_Nm: a prediction method for 2′-O-methylation sites based on multi-view features by Lei Bai, Fei Liu, Yile Wang, Junle Su, Lian Liu

“…By integrating the powerful local feature extraction ability of convolutional neural networks, the ability of graph attention networks to capture global structural information, and the efficient interaction advantage of cross-attention mechanisms for different features, it deeply explores and integrates multi-view features, and finally realizes the prediction of Nm modification sites. The results of cross-validation and independent tests show that this method exhibits significant advantages in key evaluation indicators such as precision, recall, and accuracy, and can effectively improve Nm sites prediction performance. …”
Get full text

A novel transformer health state direct prediction method based on knowledge and data fusion‐driven model by Peng Zhang, Guoliang Zhang, Fei Zhou, Xiaoyu Fan, Yi Zhang, Zexu Du

“…However, existing prediction methods based on the structure of ‘splicing prediction and diagnosis method’ suffer from limitations such as inability to achieve global optimality, error accumulation, and low prediction accuracy. …”
Get full text

A GIS-Independent method of Stream-Order-Law Ratios Prediction in Catchments for direct Runoff Hydrograph Estimation by Mostafa Akbari Kheirabadi, Touraj Sabzevari, Andrea Petroselli, Mohsen Tarahi

“…Aim of the study: There are two main aims of this paper: to present equations that can predict the stream-order-law ratios on the basis of length, slope of the stream, and area of the catchment; to apply the predicted stream-order-law ratios in estimating direct runoff of catchments by GIUH method. …”
Get full text

A Hybrid VMD-BO-GRU Method for Landslide Displacement Prediction in the High-Mountain Canyon Area of China by Bao Liu, Jiahuan Xu, Jiangbo Xi, Chaoying Zhao, Xiaosong Feng, Chaofeng Ren, Haixing Shang

“…These findings indicate that, compared to traditional methods, our model delivers remarkable improvements in performance, offering higher prediction accuracy and greater reliability in the landslide forecasting task for the Mianshawan area.…”
Get full text

Prediction of 1p/19q state in glioma by integrated deep learning method based on MRI radiomics by Fengda Li, Zeyi Li, Hong Xu, Gang Kong, Ze Zhang, Kaiyuan Cheng, Longyuan Gu, Lei Hua

“…The study findings indicate that the ECNN method demonstrates excellent predictive performance on the validation dataset. …”
Get full text

Landslide Susceptibility Prediction Based on a CNN–LSTM–SAM–Attention Hybrid Model by Honggang Wu, Jiabi Niu, Yongqiang Li, Yinsheng Wang, Daohong Qiu

Get full text

Evaluation of the Energy Efficiency of Industrial Furnaces Based on the Modeling of Fuel Consumption Modes by Ya. L. Shenets

“…The presented methods and the numerical calculations obtained for reducing the energy efficiency of a glass furnace make it possible to predict fuel consumption and form a correct annual application for its required volume to a gas supply organization, as well as evaluate the energy efficiency of production operating an industrial furnace and calculate the energy consumption rate for the output of a unit of production. …”
Get full text

A Method to Evaluated Gas Content with Coalbed Methane Reservoir Based on Adsorption Theory and Production Analysis by Ruyong Feng

“…An efficient and accurate method to predict gas content has not been found yet. …”
Get full text

Time-domain virtual tapping machine method for numerical evaluation of transient acoustic performance in cruise cabins by Yingying Zuo, Deqing Yang, Jian Xiao

“…At present, there is no general calculation method or evaluation standard for transient acoustic performance of cruise cabins. …”
Get full text

Wear evaluation method of drilling shaft sinking hob based on rock slag morphology and rock abrasiveness by Hua CHENG, Bao XIE, Zhishu YAO, Chuanxin RONG, Jian LIN

“…Finally, based on the correlation analysis method, several main influencing parameters are selected, and the prediction formula of hob wear index for different rock strata is developed by using nonlinear fitting tools, and the evaluation method of replacing hob on site is put forward. …”
Get full text

Evaluation of Disc Cutter Performance in Rock Cutting Process Using 3D Finite Element Method by Morteza Khosravi, Ahmad Ramezanzadeh, Shokrollah Zare

Get full text

Bolt loosening evaluation method based on normalized screw root equivalent stress and loosening life curve by Guangwu Yang, Han Zhao, Long Yang, Wenyang Shao, Shoune Xiao, Tao Zhu, Yuqing Yuan

“…Finally, a bolt-loosening bench test of an antenna bracket under transverse random vibration was performed, and the loosening life of the bolts was evaluated using the S u –N curve. The maximum relative error between the test and theoretically predicted lives was only 6.26%, which verified the accuracy of the bolt-loosening life evaluation method based on the bolt-load equivalence and provided a certain reference for the bolt-loosening life evaluation and anti-loosening design in a random vibration environment.…”
Get full text

The BLUP method in evaluation of breeding values of Russian spring wheat lines using micro- and macroelements in seeds by N. A. Potapova, A. S. Zlobin, I. N. Leonova, E. A. Salina, Y. A. Tsepilov

“…The quality of the evaluation of breeding values was assessed using cross-validation, when the sample was randomly divided into five parts, one of which was chosen as a test population. …”
Get full text

Evaluating the Predictive Potential of Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios in the Second-Trimester Preterm Premature Rupture of Membranes (PPROM): A Retrospe... by Pınar Tuğçe Özer, Mehmet Özer, Süleyman Cemil Oğlak, Adnan Budak, Abdurrahman Hamdi İnan, Gökhan Tosun, Emrah Töz, Emine Zeynep Yılmaz, Varol Gülseren, Gökhan Bolluk, Mehmet Özeren

“…Methods: This retrospective case-control study was performed from June 2018 to June 2023. …”
Get full text

Using the Pearson’s correlation coefficient as the sole metric to measure the accuracy of quantitative trait prediction: is it sufficient? by Shouhui Pan, Shouhui Pan, Zhongqiang Liu, Zhongqiang Liu, Yanyun Han, Yanyun Han, Dongfeng Zhang, Dongfeng Zhang, Xiangyu Zhao, Xiangyu Zhao, Jinlong Li, Jinlong Li, Kaiyi Wang, Kaiyi Wang

“…This study addresses this crucial issue by presenting a typical example and conducting a comparative analysis of PCC and nine other evaluation metrics using four traditional methods and four machine learning-based methods, thereby contributing to the improvement of practical applicability and reliability of plant quantitative trait prediction models. …”
Get full text

Bioimpedance assessment method based on back propagation neural network for irreversible electroporation of liver tissue by Chengjiang Wang, Yuchi Zhang, Fulai Lin, Zhuoqun Li, Zhuomin Ping, Yujia Shi, Yunfei Chen, Mengbo Yu, Wenyu Qin, Yiyin Rong, Jian Zhuang, Yi Lyu, Fenggang Ren

“…In this study, we propose and validate a method to evaluate the degree of IRE by measuring the impedance spectra of tissues before and after pulsed electric field treatment. …”
Get full text

Machine learning-driven prediction of medical expenses in triple-vessel PCI patients using feature selection by Kuan-Yu Chen, Yen-Chun Huang, Chih-Kuang Liu, Shao-Jung Li, Mingchih Chen

Get full text

Adolescent marriage, maternity, and limited access to education in 106 countries: Bayesian analysis of prevalence, trend, and prediction by Bayuh Asmamaw Hailu, Joseph Beyene

Get full text