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

“…Carbon dioxide (CO2) methanation has emerged as a powerful tool, allowing CO2-rich gas utilization to generate value-added products, such as methane (CH4), which can be used as a fuel and chemicals. …”
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Variational autoencoders for at-source data reduction and anomaly detection in high energy particle detectors by Alexander Yue, Haoyi Jia, Julia Gonski

“…To address these challenges, machine learning in readout electronics can be leveraged for smart detector designs, enabling intelligent inference and data reduction at-source. Variational autoencoders (VAEs) offer a variety of benefits for front-end readout; an on-sensor encoder can perform efficient lossy data compression while simultaneously providing a latent space representation that can be used for anomaly detection. …”
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Interaction of dietary replacements of fishmeal by protein blend and feeding frequency on growth performance and protein utilization of gibel carp (Carassius gibelio var. CAS V) by Yongning Yu, Yu Wang, Junyan Jin, Dong Han, Xiaoming Zhu, Haokun Liu, Zhimin Zhang, Yunxia Yang, Shouqi Xie

“…Feeding frequency represents a potential strategy to improve the utilization of protein sources by fish. This study investigated its impact on the utilization of protein blend in gibel carp. …”
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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

“…Utilizing multiple CPU cores significantly enhances the performance of pyAMARES. …”
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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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Process and Validation of Depletion Database Based on Evaluated Nuclear Data Libraries by LUO Hao, LI Jie, HUANG Shanfang, WANG Kan

“…Several evaluated nuclear databases, including ENDF/B-Ⅷ.0, ENDF/B-Ⅶ.1, JEFF-3.3, and JENDL-5, were utilized as sources of nuclear data. The researchers developed a specialized database generation program called ALG (automatic library generator) to facilitate the creation of a high-quality depletion nuclear database. …”
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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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Utilization of Microwave Technology in the Esterification Process of Nyamplung Oil (Calophyllum inophyllum L.) for Biofuel Feedstock by Ansori Ansori, Ratri Sekaringgalih, Sonya Hakim Raharjo, Merymistika Yufrani Afred, Yukti Nurani

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Analyses and Prospects of Steel Mill Gas Resource Utilization and Development Under Carbon Neutrality Background by Huicong ZUO, Lei JIANG, Danyang LI, Hua WANG, Kongzhai LI

“…Currently, steel mill gases are primarily used as fuels, a practice with relatively low energy conversion efficiency. However, the hydrogen, carbon monoxide, carbon dioxide, and methane within these gases represent valuable sources for chemical production. …”
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Optimizing brackish water irrigation strategies: Promoting the ecological and economic benefits of salt wasteland utilization by Qiang Xu, Yibin Xu, Hanji Xia, Qian Zhang, Pengfei Li, Hongguang Liu, Mingsi Li, Ping Gong

“…This study provides a reference for optimizing brackish water irrigation strategies, enhancing the efficiency of water and soil resources in arid areas, and enhancing the ecological and economic benefits of saline wasteland utilization.…”
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Assessment of Thermodynamic Efficiency of the Belarusian Energy System. Part 2 by V. N. Romaniuk, A. A. Bobich, T. V. Ryzhova, T. V. Bubyr, V. V. Yanchuk, Y. S. Yatsukhna

“…Solutions have been proposed to improve the efficiency of the CHP.…”
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BoxesZero: An Efficient and Computationally Frugal Dots-and-Boxes Agent by Xuefen Niu, Qirui Liu, Wei Chen, Yujiao Zheng, Zhanggen Jin

“…This novel agent, BoxesZero, can achieve a high level of playing strength much faster than AlphaZero, substantially improving the model’s learning efficiency. With carefully tuned parameters and limited GPU resources, BoxesZero surpasses the strongest open-source Boxes agents, PRsboxes and DabbleBoxes. …”
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Adsorbents Derived from Plant Sources for Caffeine Removal: Current Research and Future Outlook by Rich Jhon Paul Latiza, Adam Mustafa, Keno Delos Reyes, Kharl Laurence Nebres, Rugi Vicente C. Rubi

“…Recent studies have revealed the potential of adsorbents derived from plant sources such as husks, fruit peels, and other plant fibers from biomass to effectively reduce caffeine concentrations in wastewater, with a removal efficiency in the range of 8.04 to 171.23 mg/g. …”
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Secure and efficient graduate employment: A consortium blockchain framework with InterPlanetary file system for privacy-preserving resume management and efficient talent-employer m... by Chin-Ling Chen, Kuang-Wei Zeng, Hsing-Chung Chen, Yong-Yuan Deng, Chin-Feng Lee, Der-Chen Huang, Ling-Chun Liu

“…The proposed system facilitates a symbiotic relationship between educational institutions and industry partners, allowing students to identify suitable employment opportunities while enabling companies to source candidates with requisite expertise efficiently. …”
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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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