Additions to Space Physics Data Facility and pysatNASA: Increasing Mars Global Surveyor and Mars Atmosphere and Volatile EvolutioN Dataset Utility by Teresa M. Esman, Alexa J. Halford, Jeff Klenzing, Angeline G. Burrell

“…The operational software to generate the archival data software uses the open-source Python package pysat, and an end-user module has been added to the pysatNASA module. …”
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Improved Correlation of Oil Recovery Factor for Water Driven Reservoirs in the Niger Delta by Ayodele Daniel, Faisal Olasubomi Olanipekun, Sunday Oloruntoba Isehunwa

“…This was implemented using Python code developed for this work. The model developed had an excellent performance on the training set as the coefficient was about 0.84. …”
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An All-sky 3D Dust Map Based on Gaia and LAMOST by Tao Wang, Haibo Yuan, Bingqiu Chen, Maosheng Xiang, Ruoyi Zhang, Bowen Huang, Hongrui Gu, Shuaicong Wang, Jiawei Li

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Revolutionizing Molecular cloning: Introducing FastCloneAssist, a Streamlined Python tool for optimizing primer design in restriction & ligation-independent PCR cloning. by Pradip Kumar Singh, Michael S Donnenberg

“…To address this bottleneck, we present FastCloneAssist, a user-friendly Python program that automates FastCloning primer design with minimal user input. …”
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Research on Automatic Test System of Train Onboard Ethernet Equipment by MENG Xiangzhen, HAN Kun, LI Guihu

“…At present, routine test of onboard train Ethernet products in train is manual test, the test items cannot cover all the product functions, and the test labor cost and time cost are too high. …”
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Structuring a textile knitting dataset for machine learning and data mining applicationsMendeley Data by Toufique Ahmed, Abu Saleh Muhammad Junayed

“…The raw data was collected from a knitting factory, after which the dataset was processed with various pre-processing techniques using domain knowledge and the Python programming. These techniques included data cleaning, normalization, and feature engineering, all of which were crucial in ensuring the quality and usability of the dataset. …”
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Smart home with neural network based object detection by Agyan Panda, Sheila Maria Muniz

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Development of Graphical User Interface for Link Budget Analysis of Point-to-Point Communications at 5 GHz and 11 GHz by Konstantinos Zarkadas, Apollon Smyrnaios, George Dimitrakopoulos

“…This paper proposes a Python script that can be used for planning and predicting a connection link budget by analyzing its basic parameters. …”
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Version 1.1.1 - TROVA: TRansport Of water VApor by José C. Fernández-Alvarez, Albenis Pérez-Alarcón, Raquel Nieto, Luis Gimeno

“…In this upgraded version 1.1.1, the following aspects have been improved: 1) the ability to be installed as a Python package in an Anaconda environment with an improved configuration description, 2) the option to study moisture sources and sinks in different layers of the atmospheric vertical column, 3) the inclusion of an adjustable tracking time for the particles along their trajectories, and 4) the calculation of the water vapor residence time in the atmosphere for all particles over a target region. …”
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MetaboLabPy—An Open-Source Software Package for Metabolomics NMR Data Processing and Metabolic Tracer Data Analysis by Christian Ludwig

“…<b>Materials and Methods:</b> The software is implemented in Python and uses numerous Python toolboxes, such as numpy, scipy, pandas, etc. …”
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Analysis of combining ability and heterosis based on controlled pollination populations of eucalypt by Zhiyi Su, Wanhong Lu, Haoyang Cao, Guo Liu, Yan Lin, Anying Huang, Jianzhong Luo

“…Abstract Artificial hybridization remains the most effective method for genetic improvement of eucalypt, though limited research exists on the genetic basis of heterosis for interesting traits in Chinese eucalypt. We attempted to use Python in combined with SAS and SPSS to explore the relationship between parental combining ability and heterosis in controlled pollination populations of eucalypt. …”
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Accurate Automation of Deadweight Force Standard Machine Based on Artificial Intelligent Model at NMCC-SASO-KSA by AlGhamdi Hamad A., Binown Abdulelah A., AlMatrawi Ahmed A.

“…., temperature and humidity) based on LabVIEW, and apply statistical analysis techniques to estimate the force values using python script based on classification machine learning. …”
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All-optical convolutional neural network based on phase change materials in silicon photonics platform by Samaneh Amiri, Mehdi Miri

“…Abstract This paper presents a design for an integrated all-optical convolution neural network in which all three network layers i.e. convolution, max-pooling and fully connected can be implemented in silicon photonics platform with the use of GST-based active waveguides. …”
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An All-Hazards Return on Investment (ROI) Model to Evaluate U.S. Army Installation Resilient Strategies by Gregory S. Parnell, Robert M. Curry, Eric Specking, Anthony Beger, Randy Buchanan, Susan Wolters, John P. Richards, Patrick R. Ables

“…The paper describes our project to develop, verify, and deploy an All-Hazards Return of Investment (ROI) model for the U. …”
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Enhancing Health Research with Machine Learning: Practical Case Studies Using the All of Us Researcher Workbench by Jonathan R. Holt, Stefanee Tillman, Javan Carter, Edward Preble, Sheryl C. Cates, Daniel Brannock, Michael Long, John McCarthy, Leslie Zapata Leiva, Jamboor K. Vishwanatha, Toufeeq Syed, Legand Burge, Robert T. Mallet, Shelly Kowalczyk, Jennifer D. Uhrig, Megan A. Lewis

“…This paper presents case studies designed to impart these skills using the All of Us Researcher Workbench. Our case studies cover critical topics, such as dataset selection, data cleaning, machine learning applications, and visualization in Python, which together provide the foundation of a targeted training program. …”
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SCUBA implements a storage format-agnostic API for single-cell data access in R [version 2; peer review: 2 approved, 1 approved with reservations] by Krysta L. Engel, Jairav Desai, Austin E. Gillen, William M. Showers, Craig T. Jordan, Clayton Smith

“…To address this, we created SCUBA (Single-Cell Unified Backend API), an R package that implements a unified data access API for all common R and Python single-cell object formats. …”
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Different Faces of Parody in Billy Liar by Anna Śliwińska

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Measured and simulated energy, economics and environmental (3E) performance of a building applied solar PV (BAPV) system using advanced open-source simulation software by Aradhana Shukla, Satish Kumar Yadav, Deepak Yadav, Jyotsna Singh, Rajendra Bahadur Singh, S.M. Mozammil Hasnain, Rustem Zairov

“…The study assesses the simulated performance of a building applied photovoltaic system using PVLIB Python simulation and compared with an existing photovoltaic system installed in north India. …”
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Intelligent production adjustment early warning for shale gas wells based on fuzzy logic control by HE Chunyan, ZHAO Yong, LI Nanying, YANG Jian, CAO Haitao, TANG Ronglin

“…Based on these production adjustment rules and indicators, combined with field experience, an intelligent production adjustment early warning model for shale gas wells using fuzzy logic control was established. Implemented in Python, this model allows for real-time calculation of all production adjustment indicators and the fuzzy logic control algorithm as the well production dynamics change. …”
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A New Automatic Hydrological Station Relocation Algorithm (ASRA) for Moving Hydrological Stations Onto a Simulated Digital River Network by Kun Wang, Denghua Yan, Zuhao Zhou, Baisha Weng, Tianling Qin, Wuxia Bi, Siyu Liu

“…A Python program was developed and incorporated into an ArcGIS toolbox that features user‐friendly attributes, enabling swift computation and accurate rectification, as a result of building upon our method. …”
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