Mechanical Fault Sound Source Localization Estimation in a Multisource Strong Reverberation Environment by Yaohua Deng, Xiali Liu, Zilin Zhang, Daolong Zeng

“…Through the utilization of the U-net neural network, the response power spectra containing spurious peaks are transformed into “clean” estimated source distribution maps. …”
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TOA-Based Source Localization: A Linearization Approach Adopting Coordinate System Translation by Shunyuan Sun, Shouhong Zhu, Zhiguo Ding, Baoguo Xu

“…Generally speaking, for such TOA-based source localization, the corresponding observation equations contain nonlinear relationship between measurements and unknown parameters, which normally results in the nonexistence of any efficient unbiased estimator that attains the Cramer-Rao lower bound (CRLB). …”
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Analytical Simulations for Spill Point Source Localization Using Inverse Problems in Closed Form by Vinicius Ribeiro, Jorge Zabadal, Ederson Staudt, Josenilson Marinho, André Silveira, Sidnei Silveira

“…This analytical method offers a valuable tool for efficient and accurate leak source localization, enhancing environmental protection efforts.…”
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PyAMARES, an Open-Source Python Library for Fitting Magnetic Resonance Spectroscopy Data by Jia Xu, Michael Vaeggemose, Rolf F. Schulte, Baolian Yang, Chu-Yu Lee, Christoffer Laustsen, Vincent A. Magnotta

“…This study introduces pyAMARES, an open-source Python implementation of AMARES, addressing the need for a flexible, user-friendly, and versatile MRS quantification tool within the Python ecosystem. …”
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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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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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Improving Energy Harvesting System from Ambient RF Sources in Social Systems with Overcrowding by Ramy Agieb, Ayman Amer, Ibrahim Mansour, Ahmed Solyman, Khalid Yahya, Ahmed Samir

“…The proposed method demonstrates significant potential in enhancing the energy harvesting efficiency from ambient RF sources in crowded social environments. …”
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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

“…The life cycle assessment (LCA) was performed using SimaPro software with the ReCiPe 2016 model, analyzing every 1000 kg of packaged rapeseed oil output across three fundamental categories: human health consequences, ecosystem quality preservation, and resource utilization efficiency.Results and DiscussionSimulation results showed that gasification technology achieves optimal performance within an equivalence ratio range of 0.20–0.45, with detailed analysis indicating that exceeding this range significantly reduces both gas yield and system efficiency. …”
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Predicting anemia management in dialysis patients using open-source machine learning libraries by Takahiro Inoue, Norio Hanafusa, Yuki Kawaguchi, Ken Tsuchiya

“…ML models were developed using PyCaret, an open-source Python library. Performance metrics were compared across models, including XGBoost and LightGBM, to identify the most accurate algorithms. …”
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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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ETQ-Matcher: Efficient Quadtree-Attention-Guided Transformer for Detector-Free Aerial–Ground Image Matching by Chuan Xu, Beikang Wang, Zhiwei Ye, Liye Mei

“…We collect 12 pairs of UAV remote sensing images using drones and handheld devices, and we further utilize representative multi-source remote sensing images along with MegaDepth datasets to demonstrate their strong generalization ability. …”
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A Cost-Effective and High-Efficiency Novel 15-Level Hybrid MLI Topology for Renewable Energy Systems by Murat Karakılıç, Hasan Hataş

“…In this paper, a new hybrid model for single DC source multilevel inverters (MLIs) is proposed. The proposed switched diode (SD) and high frequency link (HFL) hybrid structure utilizes a single DC source voltage and supplies multiple DC voltages to the PUC circuit. …”
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Strategies for Efficient Utilization of Corn Distillers Dried Grains with Solubles in Diets of Pigs: A Review by Chunsheng Wang, Xinru Huang, Xue Liu, Ruixue Wang, Jianping Li, Qingwei Meng, Anshan Shan

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Sustainability Potential and Utilization of Agricultural Bioenergy in Turkey by Dursun Kemal Bayraktar

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Economic efficiency of energy storage systems for renewable energy power plants integration in the energy system by E. A. Tregubova, M. A. Gorodilov, L. S. Lyushnin

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Transboundary Dispersal Dynamics of <i>Ceracris kiangsu</i>: From Source Regions to Migration Corridors by Yangyang Li, Ting Du, Jun Yao, Yunsen Chen, Lei Shi, Sangzi Ze

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Determining the efficiency of local heat recycling wastewater based on a heat exchanger by V. A. Kunitskiy, S. V. Lukin

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Waste heat harness in a thermal energy system using TEGs, and SCO2 brayton cycle driven by renewable sources for electricity and liquid hydrogen Production: Thermo-Economic optimiz... by Amr S. Abouzied, Sarminah Samad, Pradeep Kumar Singh, Ahmed H. Janabi, Mohamed Shaban, Asma Ahmed A. Mohammed, Shoira Formanova, H. Elhosiny Ali, Samah G. Babiker, Abdulrahman M. Alansari

“…A detailed techno-economic and environmental model is utilized to assess the system's performance, concentrating on critical indicators such as second law efficiency, total cost rate, hydrogen production rate, net power output, levelized costs, and the rate of CO2 emission reduction. …”
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Stress Tolerance and Organic Acid Productivity of Fungal Strains Isolated from Local Agricultural Sources by Christopher Osazuwa

“…Abstract Fungal diversity enhances industrial bioprocess efficiency and innovation. This study was aimed at isolating stress-tolerant fungal strains from local agricultural sources and evaluating their organic acid productivity. …”
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Small, open-source text-embedding models as substitutes to OpenAI models for gene analysis by Dailin Gan, Jun Li

“…While foundation transformer-based models developed for gene expression data analysis can be costly to train and operate, a recent approach known as GenePT offers a low-cost and highly efficient alternative. GenePT utilizes OpenAI's text-embedding function to encode background information, which is in textual form, about genes. …”
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