Self-adaptive evolutionary neural networks for high-precision short-term electric load forecasting by Muhammad Abbas, Yanbo Che, Sarmad Maqsood, Muhammad Zain Yousaf, Mustafa Abdullah, Wajid Khan, Saqib Khalid, Mohit Bajaj, Mohammad Shabaz

“…Abstract Reliable short-term electric load forecasting (STLF) is essential for enhancing grid stability, optimizing energy distribution, and minimizing operational costs in modern power systems. …”
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Deep learning-based novel ensemble method with best score transferred-adaptive neuro fuzzy inference system for energy consumption prediction by Birce Dağkurs, İsmail Atacak

“…Methods This study proposes a deep learning-based novel ensemble (DLBNE) method with the best score transferred-adaptive neuro fuzzy inference system (BST-ANFIS) as a high-performance and robust approach for energy consumption prediction. …”
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Separation of benzene from cyclohexane by liquid-liquid extraction for a pseudo-ternary system with (sulfolane + 2-propanol) solvent: An experimental and modeling study by Seyed Mohammad Reza Seyedein Ghannad, Mohammad Reza Gharib, Ali Heydari

“…They minimize the root mean square deviations (RMSD) between the experimental data and the computed results. …”
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<span style="font-variant: small-caps">EpiInfer</span>: A Non-Markovian Method and System to Forecast Infection Rates in Epidemics by Jovan Kascelan, Ruoxi Yang, Dennis Shasha

“…Doing so would reduce relative Root Mean Squared Error (RMSE) over any state of the art method by up to a factor of 4. …”
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Plant residue quality regulates its incorporation into soil aggregates and organic carbon stabilisation by Congyue Tou, Xiu Liu, Jinjia Gan, Wolfgang Wanek, Davey L. Jones, Lianghuan Wu, Qingxu Ma

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Effects of nanoscale zero-valent iron loaded biochar on the fate of phenanthrene in soil-radish (Raphanus sativus L. var.radculus pers) system by Lianzhou Shen, Yue Cai, Juan Gao

“…In this study, nZVI@BC, nZVI, and nanoscale biochar (nBC) were ball-mill produced and applied as amendments in pot experiments with PAH-contaminated soil to investigate their impacts on soil-crop (radish, Raphanus sativus L.) systems, and the widely distributed phenanthrene (Phe) was selected as model pollutant. …”
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Energy to Design Communities. Energy Communities and Communities of Practice to Support Marginal Areas in Abruzzo by Rossana Gaddi, Raffaella Massacesi, Luciana Mastrolonardo, Davide Stefano

“…Thanks to the holistic lever of systemic design, the proposed model faces difficulties in overcoming the classical economic approach and the deeply rooted individual culture, designing inclusive community-centered scenarios for social, cultural, economic, and, not least, energetic innovation. …”
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Enhancing whole-profile soil organic carbon predictions in croplands through a depth-resolved modelling approach by Hangxin Zhou, Yuchen Wei, Mingming Wang, Liujun Xiao, Zhongkui Luo

“…Our results suggested that incorporating a depth-modifier for SOC decay rates significantly improved APSIM's performance in predicting the vertical distribution and temporal dynamics of SOC, with the coefficient of determination (R2) being increased from 0.75 to 0.93 and relative root mean square error being decreased from 0.2 to 0.07. …”
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Simulation of Soil Water Transport and Utilization in an Apple–Soybean Alley Cropping System Under Different Irrigation Methods Based on HYDRUS-2D by Xueying Zhang, Ruoshui Wang, Houshuai Dai, Lisha Wang, Li Chen, Huiying Zheng, Feiyang Yu

“…Furthermore, soil water variations were significantly influenced by the water uptake of tree roots. In 2022, soil moisture initially increased with distance, then decreased, and subsequently increased again, while in 2023, it increased initially and then stabilized. …”
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Comparative evaluation of four traction scenarios on a labially impacted dilacerated maxillary central incisor: a three-dimensional finite element analysis by Enas Senan Alyafrusee, Bowen Zheng, Wael Telha, Mengyao Li, Haopeng Wu, Xiaofeng Yang, Bushra Sufyan Almaqrami, Naseem Ali Al-Worafi, Majedh Abdo Ali Al-Somairi, Maged S. Alhammadi, Yi Liu

“…The stress concentrations in the impacted tooth’s root were highest in model B, particularly in the cervical region labially, while model D showed the lowest root stress. …”
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Calcium Allocation to the Tree Canopy and the Edible Part of Sweet Cherry Fruit Is Hindered by Boron Soil Deficiency by Claudia Bonomelli, Gerardo Arredondo, Adriana Nario, Pamela Artacho, Carolina Contreras

“…Therefore, under B-deficient soil, Ca was ‘retained’ in the root system and in the fruit pit, suggesting a synergistic mechanism between Ca and B. …”
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Prediction of Soil Carbon Sequestration in Rangelands Regarding the Depth and Elevation of Sample Locations using Adaptive Neuro-Fuzzy Inference System (ANFIS) (Case Study: Lar Wat... by zeinab jafarian, zhila ghorbani

“…Knowing about carbon reservoir distribution and changes for detecting the controller mechanisms of the carbon world cycle and carbon stability is vital for managing ranges. …”
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Enhancing Process Efficiency in Industry Through Statistical Process Control: Study of Aspartyl Phenylalanine Methyl Ester by Mostafa Essam Eissa

“…In instances of non-normal data, various transformations, including square root, logarithm, reciprocal, Johnson, and Box-Cox transformations, were explored. …”
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Poverty and inequality in rural India by Claire Aubron, Hugo Lehoux, Corentin Lucas

“…It reveals how this poverty can be explained by an unequal distribution of land and water, but also of added value that is rooted in social relations of dependency, which have fundamentally changed very little over the course of the last decades. …”
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Impact of log file source and data frequency on accuracy of log file-based patient specific quality assurance by Akbar Azzi, Gerd Heilemann, Dietmar Georg, Supriyanto Ardjo Pawiro, Terry Mart, Wolfgang Lechner

“…No significant differences were found between the two log types with respect to D50%. The root mean square (RMS) error of the leaf positions of the OIS log was approximately twice the RMS error of the Linac log file for VMAT plans, but identical for 3D-CRT plans. …”
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Multi-Dimensional Anomaly Detection and Fault Localization in Microservice Architectures: A Dual-Channel Deep Learning Approach with Causal Inference for Intelligent Sensing by Suchuan Xing, Yihan Wang, Wenhe Liu

“…Modern data centers face increasing complexity with distributed microservice architectures, making anomaly detection and fault localization challenging yet critical. …”
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Gold from copper mining as a case study for allocation in life cycle assessment by Benjamin Fritz, Mario Schmidt

“…Common approaches to address allocation include system subdivision or expansion, physical cause-and-effect relationships, and distribution based on allocation factors such as product mass or revenue. …”
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Investigation of Nitrogen Fixation Efficiency in Diverse Alfalfa Varieties Utilizing <i>Sinorhizobium meliloti</i> LL2 by Yilin Han, Wenjuan Kang, Shangli Shi, Jian Guan, Yuanyuan Du, Fuqiang He, Baofu Lu, Ming Wang

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Efficient Extraction of Butyric Acid from Aqueous Solution using n-Dodecane: Measurement of Equilibrium Data and Thermodynamic Modeling by Samaneh Parvaneh, Sina Shekarsaraee

“…In this research, the liquid-liquid equilibrium data of the ternary system (water + n-butyric acid + n-dodecane) were obtained at a temperature of 298.2 K and a pressure of 101.3 kPa. …”
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Linear Continuous-Time Regression and Dequantizer for Lithium-Ion Battery Cells with Compromised Measurement Quality by Zoltan Mark Pinter, Mattia Marinelli, M. Scott Trimboli, Gregory L. Plett

“…First, the dequantizer algorithm restores the time series generating the noisy, quantized data using the inverse normal distribution function. Then, the Linear Continuous-Time Regression (LCTR) algorithm extracts exponential parameters from first-order or overdamped second-order systems, deducing ECM parameters and guaranteeing optimality with respect to RMSE. …”
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