City-scale industrial tank detection using multi-source spatial data fusion by Zhibao Wang, Mingyuan Zhu, Lu Bai, Jinhua Tao, Mei Wang, Xiaoqing He, Anna Jurek-Loughrey, Liangfu Chen

“…The integration from multiple data sources provides an accurate and efficient solution for the identification of industrial storage tanks within urban areas.…”
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kMoL: an open-source machine and federated learning library for drug discovery by Romeo Cozac, Haris Hasic, Jun Jin Choong, Vincent Richard, Loic Beheshti, Cyrille Froehlich, Takuto Koyama, Shigeyuki Matsumoto, Ryosuke Kojima, Hiroaki Iwata, Aki Hasegawa, Takao Otsuka, Yasushi Okuno

“…Scientific contribution The primary scientific contribution of this research project is the introduction and evaluation of kMoL, an open-source machine learning library with integrated federated learning capabilities. …”
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Comprehensive numerical prototyping of paper-based microfluidic devices using open-source tools by Gabriel S. Gerlero, Zahar I. Guerenstein, Nicolás Franck, Claudio L.A. Berli, Pablo A. Kler

“…Yet for this purpose, we note the lack of comprehensive numerical modeling tools capable of simulating the intricate physicochemical phenomena involved in order to optimize the development process; hence, in this study, we introduce porousMicroTransport, a novel simulation package integrated with the open-source platform OpenFOAM®, designed to address these challenges. porousMicroTransport offers efficient solvers for fluid flow and transport phenomena in microfluidic porous media, including capillarity models and (bio)chemical reactions. …”
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Integration of UAV Multi-Source Data for Accurate Plant Height and SPAD Estimation in Peanut by Ning He, Bo Chen, Xianju Lu, Bo Bai, Jiangchuan Fan, Yongjiang Zhang, Guowei Li, Xinyu Guo

“…This study aimed to develop an optimized estimation framework for peanut plant height and SPAD values through machine learning-driven integration of UAV multi-source data while evaluating model generalizability across temporal and spatial domains. …”
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Establishment and validation of a kinetic model for the changes in microbial cells and substances during fermentation process of lager beer by LI Li, CHEN Bo, QIU Ran, WANG Yi, SHAO Shujuan, WU Jianhang, ZONG Xuyan

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FI-SCAPE: A Divergence Theorem Based Emission Quantification Model for Air/Spaceborne Imaging Spectrometer Derived X_CH4 Observations by Yiyang Huang, Ge Han, Tianqi Shi, Siwei Li, Huiqin Mao, Yihuang Nie, Wei Gong

Subjects: “…flux integration method based on sinusoidal cosine optimization algorithm to inverse the methane point source emissions (FI-SCAPE)…”
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Development and Optimization of an UPLC-QTOF-MS/MS Method Based on an In-Source Collision Induced Dissociation Approach for Comprehensive Discrimination of Chlorogenic Acids Isomers from Momordica Plant Species by N. E. Madala, F. Tugizimana, P. A. Steenkamp

“…These profiles were obtained by a newly developed UPLC-qTOF-MS method based on the in-source collision induced dissociation (ISCID) method optimized to mimic the MS2 and MS3 fragmentation of an ion trap-based MS. …”
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Optimal Design of Integrating Two‐Level Artificial Intelligent With Three Degrees of Freedom‐PDF (TLNF‐3DOFPDF) Controller for AGC of Three‐Area Multi‐Sources Power System by Getaneh Mesfin Meseret, Rajesh Kumhar, Tarkesh Kumar Mahato, Nishant Kumar, Poonam Lakra, M. D. Mofeed Alam

“…This study investigates AGC performance in a multi‐area, multi‐source hydrothermal interconnected power system using a two‐level‐Neuro‐Fuzzy Three‐Degrees of Freedom‐Proportional‐Derivative controller with a low filter coefficient (TLNF‐3DOFPDF) as a secondary control mechanism. …”
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A dereverberation beamforming algorithm for noise source localization in anechoic and semi-reverberant environments by R. Singh, A. Mimani, R. Kumar

“…This paper presents a dereverberation beamforming (DBF) technique based on windowing the cross-correlation matrix (CCM) to improve the localization accuracy of beamforming maps for imaging the noise sources generated by real-world applications. Following a trial-and-error procedure, an optimal frequency-dependent half-window width was determined to retain the direct field by multiplying the CCM with optimized Hanning window. …”
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CO2 Methanation: Thermodynamic Simulations for Enhanced Methane Production and Hydrogen Source Evaluation by Bruna G. Floriam, Leticia M. S. Barros, Aulus R. R. Bineli, Rubens Maciel Filho

“…A comparison of hydrogen sources reveals that while ethanol steam reforming is energetically feasible, water electrolysis offers higher CO2 conversion, though at a greater energy cost.…”
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K-means and agglomerative clustering for source-load mapping in distributed district heating planning by Amir Shahcheraghian, Adrian Ilinca, Nelson Sommerfeldt

“…This study introduces a high-resolution, data-driven approach for optimizing district heating networks using source-load mapping, focusing on Stockholm as a case study. …”
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FORECASTING VALUES OF CHROMATICITY OF DRINKING AND SOURCE WATERS USING ARIMA MODEL AND NEURAL NETWORK by D. V. Makarov, E. A. Kantor, N. A. Krasulina, A. V. Greb, Z. Z. Berezhnova

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Doubly Degenerate Parabolic Equation with Time-Dependent Gradient Source and Initial Data Measures by Lihua Deng, Xianguang Shang

“…This paper is devoted to the Cauchy problem for a class of doubly degenerate parabolic equation with time-dependent gradient source, where the initial data are Radon measures. …”
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Bidirectional Power Flow Control Using Phase Shifting Transformer in Multi-Source Systems by Hafiz Ashfaq Ahmad, Atif Hussain, Muhammad Waqar Azam

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GERMANIUM LAYERS ON SILICON PRODUCED BY THERMAL CRYSTALLIZATION FROM A DISCRETE LIQUID SOURCE by Sergei Nikolaevich Chebotarev, Alexey Nikolaevich Yatsenko, Vladimir Nikolaevich Lozovskii, Viktor Pavlovich Popov, Polina Borisovna Seredina, Lidiya Mikhailovna Goncharova

“…Features of a method of thermal crystallization from a discrete liquid source through a little vacuum zone to produce thin ilm Ge/Si heterostructures onto large substrates were investigated. …”
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Generalized Predictive Control for a Single-Phase, Three-Level Voltage Source Inverter by Diego Naunay, Paul Ayala, Josue Andino, Wilmar Martinez, Diego Arcos-Aviles

“…This paper presents the design of GPC applied to single-phase multilevel voltage source inverters, highlighting its advantages over FCS–MPC. …”
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Energy Sources and Thermal Management Technologies for Electric Vehicle Batteries: A Technical Review by Md Atiqur Rahman, Gurrala Mohith Venu Reddy, Rajeshwari Chatterjee, Soumili Hait, S. M. Mozammil Hasnain, Prabhu Paramasivam, Leliso Hobicho Dabelo

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Investigating the Effect of using Different Energy Sources on Environmental Indices in Edible Oil Processing by Yaser Rahmati Khorshidi, Hemmatollah Pirdashti, Ali Motevali, Seyed Hashem Samadi, Benyamin Khoshnevisan

“…This discrepancy primarily stems from the shift in pollution sources – where conventional systems showed electricity consumption accounting for approximately 50% of environmental impacts across critical categories including global warming potential, ionizing radiation effects, ozone formation, particulate matter generation, terrestrial acidification, ecotoxicity, and fossil resource depletion, the renewable scenarios revealed polyethylene packaging materials as the new dominant pollution source. …”
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Advancing the accuracy of clathrin protein prediction through multi-source protein language models by Watshara Shoombuatong, Nalini Schaduangrat, Pakpoom Mookdarsanit, Jaru Nikom, Lawankorn Mookdarsanit

“…In PLM-CLA, we leveraged multi-source pre-trained protein language models (PLMs), which were trained on large-scale protein sequences from multiple database sources, including ProtT5-BFD, ProtT5-UR50, ProstT5, and ESM-2. …”
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Scale effects and threshold management in the influence of landscape patterns on non-point source pollution by Jianhong Wu, Ziqing Yang, Hengqin Wang, Jiani Xu

“…The migration of nonpoint source (NPS) pollution is influenced by the resistance cost distance between landscape units and rivers. …”
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