Measuring and Improving the Efficiency of Python Code Generated by LLMs Using CoT Prompting and Fine-Tuning by Ramya Jonnala, Jeong Yang, Young Lee, Gongbo Liang, Zechun Cao

“…These models are increasingly employed to automate the generation of functionally correct code, address complex computational problems, and facilitate the debugging of existing software systems. …”
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Penalized Intuitionistic Fuzzy Goal Programming Method for Solving Multi-Objective Decision-Making Problems by Demmelash Mollalign Moges, Berhanu Guta Wordofa, Allen Rangia Mushi

“…This research study focused on establishing a novel method by combining the penalty function method with an interactive goal programming methodology for addressing multi-objective decision-making problems in an intuitionistic fuzzy environment. …”
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Penalized Intuitionistic Fuzzy Goal Programming Method for Solving Multi-Objective Decision-Making Problems by Demmelash Mollalign Moges, Berhanu Guta Wordofa, Allen Rangia Mushi

“…This research study focused on establishing a novel method by combining the penalty function method with an interactive goal programming methodology for addressing multi-objective decision-making problems in an intuitionistic fuzzy environment. …”
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Investigation of Mutual Behavior of Stochastic Normally Distributed Processes with Additive Amplitude Randomization by S. A. Pyko, N. S. Pyko, O. A. Markelov, Yu. D. Uljanitski, M. I. Bogachev

“…The third approach uses the average value of the coherence function of the two processes - the coherence coefficient C. …”
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Characterization of human living myocardial slices culture-induced adaptations: a translational perspective by Jort S.A. van der Geest, Ernest Diez Benavente, Willem B. van Ham, Pieter A. Doevendans, Linda W. van Laake, Teun P. de Boer, Vasco Sampaio-Pinto, Joost P.G. Sluijter

“…This study aims to characterize adaptations occurring in human living myocardial slices (LMS) during ex vivo culture.During culture, LMS demonstrated progressive enhancements in contractile function including stronger force generation, reduced diastolic tension, and faster contraction-relaxation kinetics. …”
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Evidence of Subsurface Control on the Coevolution of Hillslope Morphology and Runoff Generation by David G. Litwin, Ciaran J. Harman

“…We found that hillslopes were systematically shorter and saturated areas more dynamic at the lower transmissivity site. To test whether these features could be the result of coevolution between topography, hydrological function, and subsurface properties, we estimated all parameters of a coupled groundwater‐landscape evolution model for each site. …”
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Brain-Shapelet: A Framework for Capturing Instantaneous Abnormalities in Brain Activity for Autism Spectrum Disorder Diagnosis by Yijie Ren, Zhengwang Xia, Yudong Zhang, Zhuqing Jiao

“…Some symptoms of Autism Spectrum Disorder (ASD), such as anxiety and depression, often manifest intermittently rather than continuously, complicating the identification of reliable pathophysiological biomarkers. Meanwhile, functional connectivity networks (FCNs) generate high-dimensional connectomes, making it difficult to accurately capture instantaneous abnormal biomarkers of neurological disorders. …”
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Effectiveness and safety of new-generation antihistamines in allergenic rhinitis and urticaria by P.C. Potter

“…Histamine remains the most important mediator of clinical reactions in allergic diseases such as rhinitis, urticaria, and food and drug allergies. The need for more effective and safe antihistamines is critical and intensive drug development has become more demanding and competitive. …”
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Design of the Gear Generating Instrument on the type of Duplicate Planetary Transmission by Ye Youdong, Liu Lihong

“…The structure and function of the existing gear generating instrument are analyzed,its drawbacks and deficiencies of the structure and using are pointed out.The traditional structure mode of gear generating instrument is abandoned,and a new type of duplicate planetary transmission of involute gear generating instrument is designed,and then the structure,parameters,principle and characteristics are introduced.The duplicate planetary transmission of involute gear generating instrument is more convenient and quicker for operating by contrast of using the old and new gear generating instrument,and it can completely replace the existing gear generating instrument.…”
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The Generation and Regulation of Tissue-Resident Tregs and Their Role in Autoimmune Diseases by Shuang Wang, Xueyang Zou, Yi Zhang, Xiaoya Wang, Wei Yang, Yi Li

“…In recent years, studies have found that Tregs are divided into lymphatic and tissue-resident Tregs according to their location. Research on the generation and function of lymphoid Tregs has been more comprehensive and thorough, but the role of tissue Tregs is still in the exploratory stage, and it has become a research hot spot. …”
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Nutritional Enhancement of Crackers Through the Incorporation of By-Products from the Frozen Pumpkin Industry by Miguel A. Gallardo, M. Esther Martínez-Navarro, Irene García Panadero, José E. Pardo, Manuel Álvarez-Ortí

“…The frozen pumpkin industry generates substantial amounts of by-products rich in nutritional value, especially β-carotene. …”
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Applying Genetic Algorithm for test pattern generation process optimization by V. I. Kuraedov

“…It has been discovered that the proposed method is more effective in comparison to random vector generation to an extent of target errors amount for every benchmark.Conclusions. …”
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Difficulties in generating specific antibodies for immunohistochemical detection of nitrosylated tubulins. by Anton Kamnev, Matthias Muhar, Martina Preinreich, Hermann Ammer, Friedrich Propst

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Development Trend of Information Technology and AdvancedNuclear Power Generation by Tao ZHOU, Haolei ZHANG, Yao YAO, Chunmei LIU

“…Quantum technology can enhance the core fuel function. Artificial intelligence machine data capture and neural networks learn to process and apply information more precisely. …”
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Exosome may be the next generation of promising cell-free vaccines by Zelan Dai, Ruiru Cai, Hong Zeng, Hailian Zhu, Youwei Dou, Shibo Sun

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Analytical Tools and Databases for Metagenomics in the Next-Generation Sequencing Era by Mincheol Kim, Ki-Hyun Lee, Seok-Whan Yoon, Bong-Soo Kim, Jongsik Chun, Hana Yi

“…It is evident that metagenomics will be a standard tool for studying the diversity and function of microbes in the near future, as fingerprinting methods did previously. …”
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Mutation Scanning in Wheat by Exon Capture and Next-Generation Sequencing. by Robert King, Nicholas Bird, Ricardo Ramirez-Gonzalez, Jane A Coghill, Archana Patil, Keywan Hassani-Pak, Cristobal Uauy, Andrew L Phillips

“…Targeted Induced Local Lesions in Genomes (TILLING) is a reverse genetics approach to identify novel sequence variation in genomes, with the aims of investigating gene function and/or developing useful alleles for breeding. …”
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Staircase baker's map generates flaring-type time series by G. Radons, G. C. Hartmann, H. H. Diebner, O. E. Rossler

“…The height of the flare hereby corresponds to the momentary height of the H function of a gas. An observable which is even more closely related to the momentary negative entropy was recently described. …”
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Viral replication modulated by hallmark conformational ensembles: how AlphaFold-predicted features of RdRp folding dynamics combined with intrinsic disorder-mediated function enabl... by Rachid Tahzima, Rachid Tahzima, Rachid Tahzima, Rachid Tahzima, Justine Charon, Adrian Diaz, Kris De Jonghe, Sebastien Massart, Thierry Michon, Wim Vranken, Wim Vranken, Wim Vranken, Wim Vranken

“…The functions of RNA-dependent RNA polymerases (RdRps) in RNA viruses are demonstrably modulated by native substrates of dynamic and interconvertible conformational ensembles. …”
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CladeDate: Calibration information generator for divergence time estimation by Santiago Claramunt

“…I show with simulations that the calibration information generated with CladeDate produces accurate time‐trees and compares favourably with more complex methods. …”
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