PharmaLLM: A Medicine Prescriber Chatbot Exploiting Open-Source Large Language Models by Ayesha Azam, Zubaira Naz, Muhammad Usman Ghani Khan

“…The fine-tuning process utilized LoRA (Low-Rank Adaptation) with a rank of 16 for parameter-efficient fine-tuning. …”
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Multi-Source Heterogeneous Data-Driven Digital Delivery System for Oil and Gas Surface Engineering by Wei Zhang, Zhixiang Dai, Taiwu Xia, Gangping Chen, Yihua Zhang, Jun Zhou, Cui Liu

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Estimation of Aboveground Biomass of Chinese Milk Vetch Based on UAV Multi-Source Map Fusion by Chaoyang Zhang, Qiang Zhu, Zhenghuan Fu, Chu Yuan, Mingjian Geng, Ran Meng

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Approaches to modulate buffalo gut microbiome for efficient feed utilization and reduced environmental pollution by Vijit Dey, Puran C. Lailer, Tirtha K. Datta

“…About 37– 44% of global methane emissions, mainly due to enteric fermentation of feeds by fibrolytic bacteria and formation of methane by methanogenic archaea, present in the rumen, is contributed by ruminants and a major source of methane production in the agriculture sector. …”
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Research on the efficient development of shallow geothermal energy: Experimental and numerical investigations on the heat transfer characteristics of the soil-cement energy pile by Huimin RONG, Xun ZHOU, Lizhi WANG, Jia ZHENG, Qimin LI

“…In order to solve the bottleneck problems of low thermodynamic efficiency and large footprint of the traditional ground heat exchanger in ground-source heat pump system, this study proposes a new scheme of coupling the ground heat exchangers with the soil-cement pile composite foundation, a type of pile foundation where cement and the native soil are mixed on-site in the pile hole while drilling to form a pile, to improve the thermodynamic efficiency of the ground heat exchanger by utilizing the good thermodynamic properties of the ground treatment materials. …”
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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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Rod-Type Ce/Cr/Nd : YAG Ceramic Lasers with White-Light Pump Source by T. Saiki, T. Iwashita, J. Sakamoto, T. Hayashi, T. Nakamachi, Y. Fujimoto, Y. Iida, M. Nakatsuka

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Lactational performance of dairy buffaloes affected by replacing soybean meal with an alternative microbial protein source by Hany M. Gado, Hamdy M. Metwally, Hend A. Sayed, Zeinab R. Mohammed, Pasquale De Palo, Maximilian Lackner, Abdelfattah Z.M. Salem

“…To summarize, nursing buffaloes can utilize HI-PRO® as an efficient protein source in their diets, replacing soybean meal.…”
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Open-source compact time-domain hydrogen (1H) NMR System for Field Deployment by Winford Janvrin, Jacob Martin, Daniel Hancock, Angelo Varillas, Austin R.J. Downey, Perry J. Pellechia, Joud Satme, Sang Hee Won

“…While packaging and integration with ancillary equipment (e.g., flow-through systems) are not covered, the platform serves as a versatile foundation for specialized deployments. Its open-source design and affordability aim to democratize NMR technology and extending its utility beyond conventional laboratory environments. …”
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Organic and inorganic geochemical cyclicity of a Maastrichtian oceanic open-shelf carbonate source rock by Muhammad Usman, Maria Ardila-Sanchez, Erdem Idiz, Israa S. Abu-Mahfouz, Frans van Buchem, Volker Vahrenkamp

“…Understanding this relationship between ocean currents, climate, and the geochemical composition is crucial for efficiently exploring and exploiting organic-rich source rocks. …”
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Remote Sensing and Landcover in Ring‐Necked Pheasant Research: A Review of Data Sources and Scales by Megan Baldissara, Allison Barg, Andrew Little, Zhenghong Tang, Brian Wardlow, Daniel R. Uden

“…Spatial technologies and datasets relevant to pheasant research are advancing, yet the information on the data sources utilized in research to date is limited. Remote sensing and landcover datasets surveys in pheasant research could help fill information gaps in pheasant–habitat relationships. …”
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Optimization and action mechanism of pollutant removal performance of unsaturated vertical flow constructed wetland (UVFCW) driven by substained-release carbon source by Yuechang Wang, Lin-Lan Zhuang, Shuang Liu, Yuanjun Su, Zhen Hu, Jian Zhang, Xiaoping Wang, Shaoming Cui, Gang Peng, Shuting Xie

“…In summary, CWR-Cu achieved the highest utilization of the carbon source and produced the largest number of heterotrophic microorganisms. …”
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Elucidating operational drivers of CO2 transfer and utilization efficiency in photosynthetic algae cultivation systems by Mauro Lua, Everett Eustance, Arnav Deshpande, John McGowen, Lieve M.L. Laurens

“…In this context, we review the theoretical considerations for deconvoluting carbon transfer efficiency (CTE) and carbon utilization efficiency (CUE), specifically in microalgal cultivation in response to changes in media formulation and alkalinity. …”
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Model-assisted analysis on the response of tomato fruit growth to source-sink ratio regulated by water and nitrogen by Huiping Zhou, Jinliang Chen, Shaozhong Kang

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Weak Connection Regulation Technology for Source-Storage-Load Collaborative Microgrids Based on Direct Power Control by Peng REN, Zhigang ZHAO, Hongchao GAO, Wu WEN, Yingyi JIANG

“…So it is necessary to optimize the configuration of the regional source-storage-grid-load to enhance the efficiency of the regional power consumption and tap into the adjustable potential, achieving fast response and regulation. …”
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Multi-objective optimization and performance evaluation of rotary furnace refractory linings using locally sourced materials by Aragaw Mulu Muhaba

“…Industrial testing showed the optimized bricks withstanding over 30 furnace cycles, achieving a maximum service temperature of 750°C, and exhibiting improved energy efficiency (60%). These results demonstrate the potential of locally sourced materials to reduce reliance on imports and address challenges in the Ethiopian refractory industry. …”
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Study on performance of brine spray concentration/air condensation system coupled with air source heat pump by Liansheng Liu, Rongji Li, Xuanchen Liu

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Z source based switched capacitor nine level boost inverter with a modified modulation strategy by Ahmed R. Hasouna, Sabry A. Mahmoud, Awad E. El-Sabbe, Dina S. M. Osheba

“…Abstract This article presents a Z source (ZS) based switched capacitor multilevel inverter (SC-MLI) with low capacitors charging inrush currents utilizing a modified modulation strategy. …”
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Development of Sucrose-Utilizing <i>Escherichia coli</i> Nissle 1917 for Efficient Heparosan Biosynthesis by Yaozong Chen, Zihua Wan, Zheng-Jun Li

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Performance evaluation of a ground source heat pump system in India using experimental and modeling approach by Adnan Khan, Abdul Rafey, M Humam Zaim Faruqi, Faisal Zia Siddiqui, Suhail A. Siddiqui, Saeikh Zaffar Hassan

“…This research explores the effectiveness of a Ground Source Heat Pump (GSHP) system for cooling purposes in Indian conditions. …”
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