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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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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Leveraging multi-source data and teleconnection indices for enhanced runoff prediction using coupled deep learning models by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

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Comprehensive characterization and extraction implications of ion adsorption rare earth deposit from a South American source by Spencer Cunningham, Tassos Grammatikopoulos, Baian Almusned, Jeffrey Daniel Henderson, Gisele Azimi

“…These findings contribute to the growing body of research aimed at diversifying REE supply sources and improving sustainable extraction methods.…”
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Improved Efficient Projection Density Function Based on Topology Optimization by Nouman Saeed, Kai Long, Jamshed Ahmed Ansari, Nasif Raza Jaffri, Usama Abrar

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A GIS based spatiotemporal modelling approach for cycling risk mapping using crowd-sourced sensor data by Bakhtiar Feizizadeh, Davoud Omarzadeh

“…The major objective of this study is to apply integrated data-driven methods to estimate cyclist risk and discomfort in Berlin based on the OpenSenseMap dataset. …”
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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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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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The optimal parameters of a two channel canseller of interfering emission by S. M. Kostromitski, A. P. Shumski, I. N. Davydzenka

“…The article obtained expressions for the optimal parameters of a dualchannel auto-compensator for interfering radiations with a gradient self-tuning method when suppressing the signals of two radiation sources. …”
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A Time-Segmented SAI-Krylov Subspace Approach for Large-Scale Transient Electromagnetic Forward Modeling by Ya’nan Fan, Kailiang Lu, Juanjuan Li, Tianchi Fu

“…The numerical results show that this parameter optimization strategy reduces the iteration count of the PCG method, improving efficiency by a factor of 5 compared to conventional iterative methods. …”
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Approach for Optimal Selection of Innovative Actions for Residential Heating Systems by Andrii Polyvianchuk, Vasyl Petruk, Natalia Polyvianchuk, Kovalenko Yurii, Roman Semenenko, Olga Arsenyeva

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Optimal Design of a Liquid Hydrogen Centrifugal Pump Impeller by Catur Harsito, Jeong-Eui Yun, Joon-Young Shin, Jae-Min Kim

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Process simulation and optimization of methanol production and utilization for electricity generation by Vikram S. Chatake, Harsh V. Rambhia, Sammed S. Bhalerao, Vikram S. Korpale, Jayendra P. Ahire, Aniruddha B. Pandit

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Computational Simulations and Strategies for Optimal Hydrogen Storage Materials Design by Vikram Mahamiya, Alok Shukla, Abhishek Kumar Adak, Hoonkyung Lee, Nicola Seriani, Ralph Gebauer

“…Lett. 97, 056104 (2006)] as a method for calculating maximum hydrogen adsorption per site under varying temperatures and pressures, facilitating estimates of reversible hydrogen delivery. …”
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Investigation of a horizontal low power wind turbine by S. Yu. Shamanin, V. L. Blinov, V. V. Savchenko, Yu. M. Brodov

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Optimal Bidding Strategies for the Participation of Aggregators in Energy Flexibility Markets by Gian Giuseppe Soma, Giuseppe Marco Tina, Stefania Conti

“…The proposed optimal scheduling procedure accounts for important practical and technical aspects related to the DERs’ operation and their flexibility estimation. …”
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Optimal Scheduling of Hybrid Games Considering Renewable Energy Uncertainty by Haihong Bian, Kai Ji, Yifan Zhang, Xin Tang, Yongqing Xie, Cheng Chen

“…The resulting two-level optimization problem is solved using Karush–Kuhn–Tucker (KKT) conditions and the Alternating Direction Method of Multipliers (ADMM). …”
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