Ice-source heat pump for residential heating: A case study on energy storage and pipeline repurposing in the UK by Ramin Mehdipour, Seamus Garvey, Bruno Cardenas, Zahra Baniamerian, Christopher J. Wood

“…Additionally, phase change material (PCM) energy storage was explored to mitigate peak demand. Optimizing storage tank sizes and heat pump capacities reduced peak electricity consumption for the ice-source heat pump from 2.65 kW to 1.57 kW (40.75 %). …”
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Crashing Fault Residence Prediction Using a Hybrid Feature Selection Framework from Multi-Source Data by Xiao Liu, Xianmei Fang, Song Sun, Yangchun Gao, Dan Yang, Meng Yan

“…Extensive experiments on seven open-source software projects show that the SCM framework outperforms seven baseline methods, which include four classifiers and three ranking approaches, across four evaluation metrics such as F-measure, g-mean, MCC, and AUC. …”
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Analysis of MHD hybrid nanofluid flow over cone and wedge with exponential and thermal heat source and activation energy by Alshehry Azzh Saad, Noor Saima, Abas Syed Arshad, Fiza Mehreen, Ullah Hakeem

“…The interaction between thermal radiation, chemical reactions, Joule heating, and heat sources significantly affects the efficiency of such systems, necessitating an in-depth analysis of their combined effects. …”
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A Study of Mixed Non-Motorized Traffic Flow Characteristics and Capacity Based on Multi-Source Video Data by Guobin Gu, Xin Sun, Benxiao Lou, Xiang Wang, Bingheng Yang, Jianqiu Chen, Dan Zhou, Shiqian Huang, Qingwei Hu, Chun Bao

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Utilization of agro-industrial byproducts as low-cost nutrient sources for production of kefiran and lactic acid by Lactobacillus kefiranofaciens by Apisara Iadcharoen, Benjamas Cheirsilp, Jariya Ruangwicha, Sirasit Srinuanpan, Sompong O-Thong

“…The findings demonstrate promising methods for cost-effective production of kefiran and lactic acid using inexpensive nutrient sources such as MCW.…”
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Comparing the linkages between carbon components and soil aggregates in vegetable fields to continuous input of different carbon sources. by Yuan Yang Peng, Jiang Ling Huang, Yan Qin Peng, Yin Peng, Shi Xiong Li, Xi la Tu Da Bu

“…<h4>Aims</h4>To address the issue of declining soil organic carbon (SOC) in vegetable fields, this study investigated the effects of continuous input of different carbon sources on soil carbon pool dynamics.<h4>Methods</h4>A five-year field plot experiment was conducted to analyze the impact of organic fertilizer, biochar, and their combined application on soil organic carbon components, aggregate stability, and carbon pool characteristics.…”
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Can open source large language models be used for tumor documentation in Germany?—An evaluation on urological doctors’ notes by Stefan Lenz, Arsenij Ustjanzew, Marco Jeray, Meike Ressing, Torsten Panholzer

“…Methods The evaluation employs eleven different open source LLMs with sizes ranging from 1 to 70 billion model parameters. …”
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The Sources and Quantification of Soil Water in the Root Zone of Typical Crops in the Shajiang Black Soil Region of Huaibei Plain by ZHU Wanting, ZHU Yonghua, WANG Qimeng, LÜ Haishen, LIU Mingwen, WANG Yining, LU Wen, PENG Yujie, XU Haiting, FANG Yimin

“…Performing quantitative simulation based on the sources of soil water in the root zone at different growth stages, and dynamically adjusting the irrigation plan through the changing trend of soil moisture in the root zone of the crop is helpful to optimize irrigation management and improve water resource utilization efficiency.…”
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Automatic Recognition and Replacement of Cyclic Redundancy Checks for Program Optimization by Mariam Arutunian, Sevak Sargsyan, Matevos Mehrabyan, Lilit Bareghamyan, Hayk Aslanyan

“…The method is implemented in the GCC compiler as a separate pass and is open-source available. …”
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Optimizing Models and Data Denoising Algorithms for Power Load Forecasting by Yanxia Li, Ilyosbek Numonov Rakhimjon Ugli, Yuldashev Izzatillo Hakimjon Ugli, Taeo Lee, Tae-Kook Kim

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Multi-Spectral Optimization for Tissue Probing Using Machine Learning by Yarden Tzabari Kelman, Hadas Lupa Yitzhak, Nadav Shabairou, Shahaf Finder, Zeev Zalevsky

“…Such a significant change in its impact on patients shows the value of this method. This paper shows the possibility of optically separating normal skin from pigmentation tissue, by using the advantages of multi-spectral optimization. …”
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Optimal Neutron Spectrum Database for In‐reactor 238Pu Production by Qingquan Pan, Xiaojing Liu, Yun Cai

“…Abstract Plutonium‐238 (238Pu) is a scarce heat‐source radioisotope used in nuclear batteries, which is produced by in‐reactor irradiation of Americium‐241 (241Am) or Neptunium‐237 (237Np). …”
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Advancing Evapotranspiration Modeling With Optimized Soil and Canopy Resistance Combinations by Jinfeng Zhao, Shikun Sun, Yali Yin, Yihe Tang, Chong Li, Yongshan Liang, Yubao Wang, Alexander Winkler, Shijie Jiang

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Optimal deployment of a combined transportation and energy supply units by Mohammed Alqahtani

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Optimization of polyphenols process and their hypoglycemic and antioxidant activities of Porphyra haitanensis by CHEN Xiao-chen, DU Xi-ping, ZHOU Li-juan, WU Ling, LI Zhi-peng, YANG Yuan-fan

“…Methods: The Box-Behnken response surface method was used to optimize the extraction process of P. haitanensis polyphenols. …”
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Optimization of Time in the Esterification Process of Jelantah Oil With Anova Analysis by Eka Megawati, Adittya Octavian Perdana Putra, Norhan Effendi, Yuniarti Yuniarti

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Optimization and application of vision-based large models in educational scenarios by XU Yuepeng, XU Chaidi, GUO Jinjun, JIANG Yunqiao, WANG Shijia, LIU Yao

“…VELM was trained on multimodal public educational datasets and specialized educational datasets, and combined with model optimization techniques, VELM not only enhances response quality in educational scenarios but also optimizes and reduces computational resource consumption. …”
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Optimization of Adversarial Reprogramming for Transfer Learning on Closed Box Models by Alexander Bott, Moritz Siems, Alexander Puchta, Jurgen Fleischer

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Image Fusion Techniques Based on Optimization Algorithms: A Review by Anamika Goel, Javed Wasim, Prabhat Kumar Srivastava, Kanika Malik, Monika Singh

“…To overcome these challenges, adaptive image fusion methods using nature-inspired optimization algorithms (YSGA) are deployed. …”
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Optimization of drying and extraction techniques for volatile compounds in banana pseudostem by Pantea Salehizadeh, Martin Bucknall, George Srzednicki, Robert Driscoll, Mehdi Hajikhani

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