Agora: A Distributed Language Model Framework With API-Call Support for Integrated Climate Forecasting by Alexandra Udrescu, Dan-Matei Popovici

“…Optimized for accessibility, Agora runs efficiently on commodity GPUs without compromising performance. …”
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Nanomaterials-assisted photothermal therapy for breast cancer: State-of-the-art advances and future perspectives by Sagnik Nag, Oishi Mitra, Garima Tripathi, Israrahmed Adur, Sourav Mohanto, Muskan Nama, Souvik Samanta, B.H. Jaswanth Gowda, Vetriselvan Subramaniyan, Vino Sundararajan, Vinoth Kumarasamy

“…Due to its spatial specificity and nominal invasive therapeutic regime, photothermal therapy (PTT) has attracted much scientific attention down the lane. PTT utilizes a near-infrared (NIR) light source to irradiate the tumor target intravenously or non-invasively, which is converted into heat energy over an optical fibre. …”
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A Comprehensive Analysis of Dropout Assisted Regularized Deep Learning Architectures for Dynamic Electricity Price Forecasting by Pooja Joshi, Stale Stordal, Gudbrand Lien, Deepti Mishra, Erik Haugom

“…As the world moves towards a sustainable future, there is a need for efficient integration of intermittent energy sources (IES) sources with intelligent energy grids. …”
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Assessment of EMF Exposure Induced by Wireless Cellular Phones in Various Usage Scenarios in France by Jiang Liu, Yarui Zhang, Wassim Ben Chikha, Shanshan Wang, Theodoros Samaras, Ourouk Jawad, Lamine Ourak, Emmanuelle Conil, Joe Wiart

“…We compare the average transmitted (TX) power, throughput, connection duration, and energy utilization efficiency for different services and frequency bands. …”
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A Lightweight Dual-Output Vision Transformer for Enhanced Lung Nodule Classification Using CT Images by Menna Allah Mahmoud PhD, Yanhua Wen MD, Yuling Liufu MD, Xiaohuan Pan MD, Ruihua Su MD, Yubao Guan MD

“…Methods The study utilized datasets from three sources: Institution 1 (936 images), Institution 2 (280 images), and a public Zenodo dataset (308 images), comprising adenocarcinoma, squamous cell carcinoma, and benign lesions. …”
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Generation of effective and specific human TCRs against tumor/testis antigen NY-ESO-1 in mice with humanized T cell recognition system by Xiaojing Tina Chen, Xiaojing Tina Chen, Matthias Leisegang, Matthias Leisegang, Ioannis Gavvovidis, Ioannis Gavvovidis, Seth M. Pollack, Felix K. M. Lorenz, Ton N. Schumacher, Ton N. Schumacher, Oliver Daumke, Thomas Blankenstein

“…TCR-ESO appeared to have similar efficiency in antigen recognition as an in vitro affinity-matured TCR, TCR 1G4-α95LY, which was applied in clinical trials. …”
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Sustainable and optimized power solution using hybrid energy system by Poorva Maggu, Sugandha Singh, Anurag Sinha, Cresantus N Biamba, Celestine Iwendi, Arshad Hashmi

“…The primary objective is to create a hybrid energy system (HES) that integrates various power sources, such as fuel cells and solar photovoltaic (PV), with the existing utility grid, thereby satisfying energy needs while minimizing dependency on conventional fuel-based energy sources like coal and oil. …”
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FLAML version 2.3.3 model-based assessment of gross primary productivity at forest, grassland, and cropland ecosystem sites by J. Lai, J. Lai, Y. Zhang, A. Wang, W. Fei, Y. Diao, R. Li, J. Wu

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Development of neutron diffusion and transport algorithms based on finite volume method by LI Wei, LIU Xiaojing, CHAI Xiang, ZHAO Pengcheng

“…The integrated verification of neutron diffusion and transport programs underscores the reliability and flexibility of the FVM in accurately solving complex neutron transport and diffusion scenarios, providing a pathway for enhancing precision and computational efficiency in nuclear engineering simulations under a unified programming framework.…”
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A deep learning-based reconstruction model for 3D sound speed field combining underwater vertical information by Hongchen Li, Yuhang Liu, Ming Li, Penghao Wang, Yuhang Zhu, Kefeng Mao, Xi Chen

“…The usual used single empirical orthogonal function (sEOF) method, which reconstructs sound speed profiles (SSP) by establishing statistical relationships between empirical orthogonal coefficients of SSP and sea surface environmental factors, may have several limitations: (1) The principal modes extracted by the EOF method may lose some sound speed information, resulting in low reconstruction accuracy; (2) The grid-by-grid inversion of SSP is computationally inefficient for acquiring large-scale 3D sound speed fields; (3) Oceanic dynamic activities cause disturbances in the sound speed field, and relying solely on sea surface environmental information can limit the accuracy of full-ocean-depth sound speed inversion.MethodIn this paper, we propose a region-oriented reconstruction model named 3dCNN-DEN for 3D sound speed fields using the Convolutional Neural Network (CNN). The model utilizes multi-source satellite remote sensing data and CMEMS temperature-salinity reanalysis data, simultaneously incorporating sea surface environmental factors (SST, SLA, and EKE) and underwater information (average density) as inputs. …”
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Characteristics and Causes of Extreme Heavy Rainfall in Heilongjiang Province During August 2023 by Qi Duo, Wang Chengwei, Bai Xuemei, Gong Yanduo, Sun Qi, Luan Chen, Tang Kai, Zhao Yujie

“…The heavy rainfall area is mainly composed of cumulus embedded stratus, with a large coverage area of the cloud system, low echo centroid height, and high precipitation efficiency. With weak convective instability that promotes the development of convection and train effect in some periods, extreme hourly precipitation and large cumulative precipitation occur. …”
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Analysis and Optimization of Operating Modes of Mini-CHP on Local Fuels in Conditions of Surplus Electric Power Capacities in the Unified Energy System of Belarus. Part 1 by R. S. Ignatovich, V. A. Sednin, Ye. S. Zuyeva

“…The efficiency of energy storage and use technology is considered depending on the specific energy intensity for various electrical energy storage technologies. …”
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Three-Layer Retrieval and Self-Evaluation Classification Method Based on FastText Algorithm by Yidan Li, Huanhuan Hong, Luhong Wen

“…One key challenge in this field is how to efficiently obtain patent documents quickly and accurately. …”
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Nutritional value antioxidant strength and antimicrobial efficacy of fig pastes from eastern morocco by Aziz Tikent, Khawla Bouaouda, Salah Laaraj, Mohamed Chebaibi, Hanane Choubbane, El Hassania Loukili, Kaoutar Elfazazi, Mohamed Bouhrim, Ramzi A. Mothana, Omar M. Noman, Bruno Eto, Ahmed Elamrani, Mohamed Addi

“…Drying figs is the most practical and efficient way to preserve them. Paste is another possibility. …”
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Innovations in animal health: artificial intelligence-enhanced hematocrit analysis for rapid anemia detection in small ruminants by Aftab Siddique, Sudhanshu S. Panda, Sophia Khan, Seymone T. Dargan, Savana Lewis, India Carter, Jan A. Van Wyk, Ajit K. Mahapatra, Eric R. Morgan, Thomas H. Terrill

“…The developed sensor utilizes a semi-invasive technique that requires only a small blood sample. …”
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Europe's adaptation to the energy crisis: reshaped gas supply–transmission–consumption structures and driving factors from 2022 to 2024 by C. Zhou, B. Zhu, A. Halff, A. Halff, S. J. Davis, Z. Liu, S. Bowring, S. B. Arous, P. Ciais

“…To analyze those pattern shifts, we first update our natural gas supply dataset, EUGasSC, with daily country- and sector-specific supply sources. We then provide a newly constructed daily intra-EU (European Union) natural gas transmission dataset, EUGasNet, with specified supply sources utilizing the ENTSOG (European Network of Transmission System Operators for Gas) and EUGasSC data. …”
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Electrolytic Recovery of Indium from Copper Indium Gallium Selenide Photovoltaic Panels: Preliminary Investigation of Process Parameters by Monika Gajec, Anna Król, Jadwiga Holewa-Rataj, Ewa Kukulska-Zając, Tomasz Kuchta

“…Indium, a scarce and valuable element crucial to the production of photovoltaic panels, underscores the necessity for efficient recycling practices to reduce reliance on virgin resources. …”
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Performance and exergoeconomic assessment of of integrated organic rankine cycle with solar combined cycle system on sustainable power generation in Iraq by Abdulrazzak Akroot, Ayaa Faraj

“…The proposed system combines Brayton, Rankine, and Organic Rankine Cycle (ORC) cycles to maximize energy recovery from both high- and low-grade heat sources. The integration of the ORC unit significantly improves system efficiency by utilizing residual thermal energy that would otherwise be wasted. …”
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Multimodal AI/ML for discovering novel biomarkers and predicting disease using multi-omics profiles of patients with cardiovascular diseases by William DeGroat, Habiba Abdelhalim, Elizabeth Peker, Neev Sheth, Rishabh Narayanan, Saman Zeeshan, Bruce T. Liang, Zeeshan Ahmed

“…This approach prioritizes both biological relevance and efficiency in machine learning. We employed Combination Annotation Dependent Depletion scores and allele frequencies to identify variants with pathogenic characteristics in CVD patients. …”
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Internet-Delivered Cognitive Behavioral Therapy to Treat Insomnia: A Systematic Review and Meta-Analysis. by Michael Seyffert, Pooja Lagisetty, Jessica Landgraf, Vineet Chopra, Paul N Pfeiffer, Marisa L Conte, Mary A M Rogers

“…<h4>Objectives</h4>The primary objectives were to determine whether online cognitive behavioral therapy for insomnia could improve sleep efficiency and reduce the severity of insomnia in adults. …”
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