Experimental Study on Acoustic Emission Characteristics of Granite and Sandstone under Uniaxial Compression by Yongshuai Sun, Fei Yu, Jianguo Lv

“…The results of the study are as follows: there is a quiet zone in the acoustic emission event before the rock is destroyed and destabilized, and the higher the rock strength, the more obvious the quiet zone; this important feature can be used as a precursor feature of rock mass failure for prediction, and the rock acoustic emission energy rate is more obvious in the quiet area before destruction than the acoustic emission event rate; rock acoustic emission has experienced initial compaction zone, rising zone, peak zone, and descending zone, whether different rocks go through each stage and how long each stage lasts is related to the nature of the rock; under different loading methods, the failure mechanism of rock is different; the different loading rates of monotonic loading and grading loading will affect the change rate of acoustic emission.…”
Get full text

A Novel Multi-Level Perceptron for Accurate Heart Stroke Diagnosis by Muhammad Zaman, Muhammad Khubaib, Tanzila Kahkashan, Anam Zahoor, Narges Shahbaz, Shahzad Shoukat, Fahma Nisar

“…The heart stroke can be predicted by analyzing different attributes like blood pressure, cholesterol age etc., this is a best and easy way to predict heat stroke timely. …”
Get full text

Comprehensive Application of Borehole Fine Detection Methods: A Case Study in Shantou Bay Subsea Tunnel by Chengkun Wang, Zhengyu Liu, Zhao Dong, Fengkai Zhang, Chuanyi Ma, Xiaolin Xu, Qian Guo

“…Firstly, the cross-hole resistivity method was used to predict water content in front of the tunnel, as it is highly sensitive to water. …”
Get full text

Stability of the beta phase in Ti-Mo-Cr alloy fabricated by powder metallurgy by Syarif J., Rohmannudin T.N., Omar M.Z., Sajuri Z., Harjanto S.

“…O increased the critical cooling rate of formation of a phase due to the prediction of the continuous cooling transformation diagram calculated by the Java-based Material Properties software. …”
Get full text

Complex Resistivity Dispersion Characteristics of Water-Bearing Coal Based on Double Cole-Cole Model by Jian Li, Dongji Lei, Chenguang Zhao, Hui Meng

“…In recent years, complex resistivity (CR) has been widely used in oil logging and achieved good results, such as permeability evaluation, water saturation (Sw) prediction, and aquifer identification. Therefore, the method has the potential to evaluate coal seam fracture. …”
Get full text

A Network and Visual Quality Aware N-Screen Content Recommender System Using Joint Matrix Factorization by Farman Ullah, Ghulam Sarwar, Sungchang Lee

“…Finally, the experimental results show that we also enhance the prediction and recommendation accuracy, sparsity, and cold start issues.…”
Get full text

Electronic Medical Record Entity Recognition via Machine Reading Comprehension and Biaffine by Jun Cao, Xian Zhou, Wangping Xiong, Ming Yang, Jianqiang Du, Yanyun Yang, Tianci Li

“…The main process of entity recognition is sequence tagging, which has problems such as nested entity and boundary prediction. In this paper, we proposed a NER method called Bert-MRC-Biaffine, which formulates the NER as an MRC task. …”
Get full text

sEMG-MMG State-Space Model for the Continuous Estimation of Multijoint Angle by Xugang Xi, Chen Yang, Seyed M. Miran, Yun-Bo Zhao, Shuliang Lin, Zhizeng Luo

“…Using the proposed model, a closed-loop prediction-correction approach, unscented particle filtering, is used to estimate the joint angle from sEMG and MMG signals. …”
Get full text

Hamiltonian Neural Network 6-DoF Rigid-Body Dynamic Modeling Based on Energy Variation Estimation by Fei Simiao, Huo Lin, Sun Zhixiao, Wang He, Lu Yuanjie, He Jile, Luo Qing, Su Qihang

“…The findings of our research hold significant potential for the kinematic modeling of time-varying energy systems, parallel system state prediction and control, inverse motion inference, and autonomous decision-making in military applications.…”
Get full text

Numerical Analysis on the Effects of Binary Interaction between Typhoons Tembin and Bolaven in 2012 by Zhipeng Xian, Keyi Chen

“…Note that the above analysis demonstrates the interacting processes between TCs and sheds some light on the prediction of binary TCs.…”
Get full text

Sickness behaviour and the effect of sex, age, and immune status on individual behavioural variation in Tenebrio molitor. by Antoine Bour, Clint D Kelly

“…In this study, we use a repeated measures design to experimentally test the hypothesis that an immune challenge will induce sickness behaviour in yellow mealworm beetles (Tenebrio molitor) and that the effect on behavioural expression will be dose- and age-dependent. We test the prediction that an immune challenge will reduce beetle activity and exploration at the population level as well as modify variation in behavioural expression among individuals with individuals receiving a stronger challenge expressing more sickness behaviour. …”
Get full text

Forecasting of Energy Production for Photovoltaic Systems Based on ARIMA and ANN Advanced Models by Laurentiu Fara, Alexandru Diaconu, Dan Craciunescu, Silvian Fara

“…The main contributions of the authors could be synthetized as follows: (1) analysis and discussion of the experimental and simulated results regarding solar radiation forecast, as well as energy production prediction and forecasting based on ARIMA and ANN models for two case studies: (a) laboratory BIPV system developed at the Polytechnic University of Bucharest and (b) large PV park placed in a specific site of the south of Romania. …”
Get full text

Some Aspects of Sensitivity Analysis in Variational Data Assimilation for Coupled Dynamical Systems by Sergei Soldatenko, Peter Steinle, Chris Tingwell, Denis Chichkine

“…Variational data assimilation (VDA) remains one of the key issues arising in many fields of geosciences including the numerical weather prediction. While the theory of VDA is well established, there are a number of issues with practical implementation that require additional consideration and study. …”
Get full text

Projection of the Spatially Explicit Land Use/Cover Changes in China, 2010–2100 by Yongwei Yuan, Tao Zhao, Weimin Wang, Shaohui Chen, Feng Wu

“…The simulation results can provide an underlying land surface data and reference to the methodology research on the prediction of LUCC.…”
Get full text

Application of an improved LightGBM hybrid integration model combining gradient harmonization and Jacobian regularization for breast cancer diagnosis by Xiaoyan Sun

“…With the continuous development of science and technology, more and more high and new technologies are involved in the diagnosis and prediction of breast cancer. In recent years, intelligent medical assistants supported by data mining and machine learning algorithms have provided necessary support for doctors’ diagnosis. …”
Get full text

Evaluation of Face Stability for Mega Tunnel Under Varying Ground Strength Parameters by Deshpande Shilpa, Hedaoo Namdeo

“…The findings highlight the significant influence of geological strength characteristics on tunnel face stability prediction. This research offers valuable insights for the planning and design of Mega Tunnels in urban areas during the preplanning phase, enhancing their efficiency and effectiveness.…”
Get full text

Mechanical Properties of Steels for Cold-Formed Steel Structures at Elevated Temperatures by Zhen Nie, Yuanqi Li, Yehua Wang

“…Then, the temperature-dependent retention factors of yield strengths and elasticity modulus were compared to those provided by design codes and former researchers. Finally, a set of prediction equations of the mechanical properties for steels for CFS structures at elevated temperatures was proposed depending on existing tests data.…”
Get full text

MSLp: Deep Superresolution for Meteorological Satellite Image by Liling Zhao, Hao Yu, Yan Wang

“…High-resolution meteorological satellite image is the basic data for weather forecasting, climate prediction, and early warning of various meteorological disasters. …”
Get full text

Forecasting energy production of a PV system connected by using NARX neural network model by Marwa M. Ibrahim, Amr A. Elfeky, Amal El Berry

“…The current study estimated and predicted the energy production of a connected PV system that was installed in Cairo, Egypt (30.13° N and 31.40 ° E) using an artificial neural network. …”
Get full text

A theory of nonlinear wave loading on offshore structures by Lokenath Debnath, Matiur Rahman

“…The nonlinear correction to Morison's equation increases with increasing kb where b is the characteristic dimension of the body and k is the wave number. This prediction is shown to be contrary to that of the linear diffraction theory which predicted that the Morison coefficient decreases with increasing kb. …”
Get full text