Prediction Model and Risk Quantification of Natural Gas Peak Production in Central Sichuan Paleo-Uplift Gas Reservoirs by Haitao Li, Guo Yu, Chun Li, Zhenglong Xie, Chenxi Liu, Dongming Zhang, Chongyang Wang

“…According to the Gauss model, under the realization probability of P50, the gas reservoir in the central Sichuan paleo-uplift can reach a peak production value of 145×108m3/a, in 2040, and maintain a stable production state in 2034-2046. …”
Get full text

Enhanced pre-recruitment framework for clinical trial questionnaires through the integration of large language models and knowledge graphs by Chen Zihang, Liu Liang, Su Qianmin, Cheng Gaoyi, Huang Jihan, Li Ying

“…Abstract The recruitment of participants for clinical trials has traditionally been a passive and challenging process, leading to difficulties in acquiring a sufficient number of qualified participants in a timely manner. …”
Get full text

Organic Material Solubility and Dynamic Modelling Analysis of Intensive Shrimp Farming Activities in the Coastal Area of Pekalongan, Indonesia by Ariadi Heri, Musa Muhammad, Mahmudi Mohammad, Hertika Asus Maizar Suryanto

“…The findings indicate that increased shrimp growth stimulates higher feeding activity, which subsequently raises waste production and organic matter solubility within the pond ecosystem. Over time, this process reaches a saturation point. By the fifteenth week of the operational cycle, the pond’s waste carrying capacity decreases, ultimately affecting shrimp farming productivity patterns. …”
Get full text

Passenger Flow Simulation Model for Urban Rail Transit Stations Based on Multipotential Fields in Three-Dimensional Space by Lianbo Deng, Jingshuang Li, Jingen Fu, Jiayi Liu, Xiao Yi

“…The goal-driven behavior of passenger flow groups in the free area and the interaction between them are considered, and a static–dynamic field hybrid model describing the differences in speed between passengers, their walking, and avoidance behavior and a queue field model of queuing behavior are constructed. …”
Get full text

Novel laser model of optic nerve transection provides valuable insights about the dynamics of optic nerve regeneration by Chloe Moulin, Galina Dvoriantchikova, Niloufar Bineshfar, Ben Swingle, Gaby Martinez, Daniel Groso, Michelle Zhang, Dmitry Ivanov, Daniel Pelaez

“…Studying the regeneration process of the ON in amphibians holds profound implications for regenerative medicine and human health. …”
Get full text

Integrating Learning-Driven Model Behavior and Data Representation for Enhanced Remaining Useful Life Prediction in Rotating Machinery by Tarek Berghout, Eric Bechhoefer, Faycal Djeffal, Wei Hong Lim

“…The first part focuses on comprehensive data preprocessing using only feature scaling and selection via random forest (RF) algorithm, streamlining the process by minimizing human intervention while managing data complexity. …”
Get full text

Global Daily Discharge Estimation Based on Grid Long Short‐Term Memory (LSTM) Model and River Routing by Yuan Yang, Dapeng Feng, Hylke E. Beck, Weiming Hu, Ather Abbas, Agniv Sengupta, Luca Delle Monache, Robert Hartman, Peirong Lin, Chaopeng Shen, Ming Pan

“…Compared to Basin LSTM, Grid LSTM‐RAPID loses about 0.03 in median KGE for basins out‐of‐sample in both time and space in exchange for global all‐reach coverage without heavy cost. Despite this tradeoff, it significantly outperforms a well‐calibrated process‐based benchmark model. …”
Get full text

A Two-Stage Deep Fusion Integration Framework Based on Feature Fusion and Residual Correction for Gold Price Forecasting by Cihai Qiu, Yitian Zhang, Xunrui Qian, Chuhang Wu, Jiacheng Lou, Yang Chen, Yansong Xi, Weijie Zhang, Zhenxi Gong

“…Nonetheless, traditional single prediction models usually suffer from limited predictive performance and fail to capture complex variability of market behavior. …”
Get full text

A Distributed Machine Learning Model for Blue and Green Water Resources With Transferable Applications in Similar Climatic Zones by Zhibin Li, Haroon Sahotra, Sajjad Ahmad, Wei Wang, Zhe Yang, Pute Wu, Eakalak Khan, La Zhuo

“…However, neither process‐based nor data‐driven hydrological models have fully captured the effects of human activities on the distribution of blue and green water resources in space and time. …”
Get full text

Quantitative analysis of the diffusion characteristics of China's long-term care insurance policy based on the PMC index model by Peixin Duan, Jiayi Wang, Ruisi Zhang, Haiyan Jia, Hui Sun, Yanfang Li

“…Therefore, the outcomes of the policy pilots and the diffusion process of this policy warrant further exploration.MethodBased on the perspective of policy diffusion, this study employs textual analysis and applies the Policy Modeling Consistency (PMC) index model to evaluate the quality and consistency of LTCI policies. …”
Get full text

Mathematical Modeling of <i>Salmonella</i> Inactivation During Apple Drying and Pre-Drying Heating in Closed Environments by Ren Yang, Shuang Zhang, Juming Tang

“…There is now an urgent need to understand the influence of process conditions on the thermal inactivation of pathogens in various drying operations. …”
Get full text

Development of 1∶4 Scale Model Coil Cryogenic System of Defocus Magnet for 2 GeV Accelerator by ZHOU Hongji1, FU Wei1, WANG Chuan1, WANG Guobiao2, LI Jianhui3, ZHU Xiaofeng1, ZHANG Suping1, JIN Zhaojun1, LIN Jun1, WANG Yang1, CAI Hongru1, LIU Jingyuan1, JIA Yunsheng1, ZHANG Tianjue1

Optimization of Protein Extraction from Sunflower Meal Using Taguchi Design and Regression Modeling for Human Nutrition Applications by Anca Becze, Marin Senila, Lacrimioara Senila, Lucian Dordai, Oana Cadar, Vanda Liliana Fuss-Babalau, Marius Roman, Levente Levei, Paul Uiuiu, Mihai Octavian Naghiu

“…The aim was to optimize the extraction process and assess the nutritional and safety profile of the resulting protein flour. …”
Get full text

Designing a Model for Implementing Digital Banking Policy Based on Using Big Data in Iranian Banking Industry by Rahmatollah Gholipour Souteh, Hamed Esmaeili Rad

“…According to this model, Big Data Management serves as the main axis around which 13 other themes revolve, acting as the model's center of gravity. …”
Get full text

Presenting the model of academic resilience based on behavioral brain systems and academic perfectionism with the mediator role of emotional dyslexia by Esmaiel Soleimani, ali noori, mohammad narimani, ali esazadeghan

“…Abstract The aim of the present study was to investigate the structural equation model between behavioral brain systems and perfectionism with academic resilience with the mediating role of emotional dyslexia. …”
Get full text

A three-parameter runoff probability model for long-slope croplands in the black soil region of Northeast China by Yiting Huang, Yuhao Gao, Junxi Chen, Ziheng Feng, Yi Zhang, Yangbo He, Zhengchao Tian, Lirong Lin, Jiazhou Chen

Get full text

Non-Destructive Monitoring of External Quality of Date Palm Fruit (<i>Phoenix dactylifera</i> L.) During Frozen Storage Using Digital Camera and Flatbed Scanner by Younes Noutfia, Ewa Ropelewska, Zbigniew Jóźwiak, Krzysztof Rutkowski

“…Their quality was evaluated, in a non-destructive manner, based on texture features extracted from images acquired using a digital camera and flatbed scanner. The whole process of image processing was carried out using MATLAB R2024a and Q-MAZDA 23.10 software. …”
Get full text

Modeling visual working memory using recurrent on-center off-surround neural network with distance dependent inhibition by Rakesh Sengupta

“…Abstract This paper presents a computational model of visual working memory (VWM) that simulates the processing of spatially distributed objects and their features. …”
Get full text

Mechanisms Linking Stratospheric Gravity Wave Activity to Hurricane Intensification: Insights From Model Simulation of Hurricane Joaquin by X. Wu, L. Hoffmann, C. J. Wright, N. P. Hindley, M. J. Alexander, X. Wang, B. Chen, Y. Wang, M. Li

Get full text

How Does Active Participation Affect Consensus: Adaptive Network Model of Opinion Dynamics and Influence Maximizing Rewiring by Markus Brede

“…For this purpose, we propose an adaptive network model in which two processes shape opinion dynamics at interwoven time-scales as follows: (i) agents adapt their opinions subject to influence from social network neighbours who hold opinions within a tolerance interval δ and (ii) agents rewire network connections with an aim of maximizing their own influence on overall system opinion. …”
Get full text