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TelescopeML – I. An End-to-End Python Package forInterpreting Telescope Datasets through Training Machine LearningModels, Generating Statistical Reports, and Visualizing Results TelescopeML - I. 通过训练机器学习模型、生成统计报告和可视化结果来解释望远镜数据集的端到端 Python 软件包
Journal of open source software Pub Date : 2024-07-18 DOI: 10.21105/joss.06346
E. Gharib-Nezhad, N. Batalha, Hamed Valizadegan, Miguel J. S. Martinho, M. Habibi, Gopal Nookula
{"title":"TelescopeML – I. An End-to-End Python Package for\u0000Interpreting Telescope Datasets through Training Machine Learning\u0000Models, Generating Statistical Reports, and Visualizing Results","authors":"E. Gharib-Nezhad, N. Batalha, Hamed Valizadegan, Miguel J. S. Martinho, M. Habibi, Gopal Nookula","doi":"10.21105/joss.06346","DOIUrl":"https://doi.org/10.21105/joss.06346","url":null,"abstract":"We are on the verge of a revolutionary era in space exploration, thanks to advancements in telescopes such as the James Webb Space Telescope (textit{JWST}). High-resolution, high signal-to-noise spectra from exoplanet and brown dwarf atmospheres have been collected over the past few decades, requiring the development of accurate and reliable pipelines and tools for their analysis. Accurately and swiftly determining the spectroscopic parameters from the observational spectra of these objects is crucial for understanding their atmospheric composition and guiding future follow-up observations. texttt{TelescopeML} is a Python package developed to perform three main tasks: 1. Process the synthetic astronomical datasets for training a CNN model and prepare the observational dataset for later use for prediction; 2. Train a CNN model by implementing the optimal hyperparameters; and 3. Deploy the trained CNN models on the actual observational data to derive the output spectroscopic parameters.","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 42","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141824288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
open Delft Advanced Research Terra Simulator(open-DARTS) 开放式代尔夫特高级研究地球模拟器（open-DARTS）
Journal of open source software Pub Date : 2024-07-18 DOI: 10.21105/joss.06737
Denis Voskov, Ilshat Saifullin, Aleks Novikov, M. Wapperom, Luisa Orozco, G. S. Seabra, Yuan Chen, M. Khait, Xiaocong Lyu, Xiaoming Tian, Stephan de Hoop, Artur Palha
{"title":"open Delft Advanced Research Terra Simulator\u0000(open-DARTS)","authors":"Denis Voskov, Ilshat Saifullin, Aleks Novikov, M. Wapperom, Luisa Orozco, G. S. Seabra, Yuan Chen, M. Khait, Xiaocong Lyu, Xiaoming Tian, Stephan de Hoop, Artur Palha","doi":"10.21105/joss.06737","DOIUrl":"https://doi.org/10.21105/joss.06737","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141824035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
MOLE: Mimetic Operators Library Enhanced MOLE：增强型拟态运算符库
Journal of open source software Pub Date : 2024-07-17 DOI: 10.21105/joss.06288
Johnny Corbino, Miguel A. Dumett, Jose E. Castillo
{"title":"MOLE: Mimetic Operators Library Enhanced","authors":"Johnny Corbino, Miguel A. Dumett, Jose E. Castillo","doi":"10.21105/joss.06288","DOIUrl":"https://doi.org/10.21105/joss.06288","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141829480","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
MIRP: A Python package for standardisedradiomics MIRP：用于标准化放射组学的 Python 软件包
Journal of open source software Pub Date : 2024-07-17 DOI: 10.21105/joss.06413
A. Zwanenburg, Steffen Löck
{"title":"MIRP: A Python package for standardised\u0000radiomics","authors":"A. Zwanenburg, Steffen Löck","doi":"10.21105/joss.06413","DOIUrl":"https://doi.org/10.21105/joss.06413","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141828185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SubsetTools: A Python package to subset data to buildand run ParFlow hydrologic models 子集工具：用于子集数据以构建和运行 ParFlow 水文模型的 Python 软件包
Journal of open source software Pub Date : 2024-07-17 DOI: 10.21105/joss.06752
Amanda Triplett, Georgios Artavanis, W. Hasling, Reed M. Maxwell, Amy Defnet, Amy M. Johnson, William Lytle, Andrew Bennett, Elena Leonarduzzi, Lisa K. Gallagher, L. Condon
{"title":"SubsetTools: A Python package to subset data to build\u0000and run ParFlow hydrologic models","authors":"Amanda Triplett, Georgios Artavanis, W. Hasling, Reed M. Maxwell, Amy Defnet, Amy M. Johnson, William Lytle, Andrew Bennett, Elena Leonarduzzi, Lisa K. Gallagher, L. Condon","doi":"10.21105/joss.06752","DOIUrl":"https://doi.org/10.21105/joss.06752","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141828080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
scribl: A system for the semantic capture ofrelationships in biological literature scribl：生物文献关系语义捕捉系统
Journal of open source software Pub Date : 2024-07-17 DOI: 10.21105/joss.06645
Gordon D. Webster, Alexander K. Lancaster
{"title":"scribl: A system for the semantic capture of\u0000relationships in biological literature","authors":"Gordon D. Webster, Alexander K. Lancaster","doi":"10.21105/joss.06645","DOIUrl":"https://doi.org/10.21105/joss.06645","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 38","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MetaCast: A package for broadCASTing epidemiologicaland ecological models over META-populations. MetaCast：用于对 META 群体的流行病学和生态学模型进行广泛 CAST 的软件包。
Journal of open source software Pub Date : 2024-07-17 DOI: 10.21105/joss.06851
Martin Grunnill, Julien Arino, Abbas Ghasemi, Edward W. Thommes, Jianhong Wu
{"title":"MetaCast: A package for broadCASTing epidemiological\u0000and ecological models over META-populations.","authors":"Martin Grunnill, Julien Arino, Abbas Ghasemi, Edward W. Thommes, Jianhong Wu","doi":"10.21105/joss.06851","DOIUrl":"https://doi.org/10.21105/joss.06851","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141828991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CART: A Tool for Making Paper Relevancy ScreeningEasier CART：让纸张相关性筛选更简单的工具
Journal of open source software Pub Date : 2024-07-16 DOI: 10.21105/joss.06494
Nathan Reitinger
{"title":"CART: A Tool for Making Paper Relevancy Screening\u0000Easier","authors":"Nathan Reitinger","doi":"10.21105/joss.06494","DOIUrl":"https://doi.org/10.21105/joss.06494","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"6 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141641962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
One4All: An Open Source Portal to Validate and ShareMicroplastics Data and Beyond One4All：验证和共享微塑料数据及其他数据的开源门户网站
Journal of open source software Pub Date : 2024-07-16 DOI: 10.21105/joss.06715
Hannah Sherrod, Nicholas Leong, Hannah Hapich, Fabian Gomez, Shelly Moore, Ben Maurer, Scott Coffin, Leah Thornton Hampton, Tony Hale, Richard Nelson, Clare Murphy-Hagan, Oluniyi O. Fadare, Anna Kukkola, Hsuan-Cheng Lu, Laura A T Markley, Win Cowger
{"title":"One4All: An Open Source Portal to Validate and Share\u0000Microplastics Data and Beyond","authors":"Hannah Sherrod, Nicholas Leong, Hannah Hapich, Fabian Gomez, Shelly Moore, Ben Maurer, Scott Coffin, Leah Thornton Hampton, Tony Hale, Richard Nelson, Clare Murphy-Hagan, Oluniyi O. Fadare, Anna Kukkola, Hsuan-Cheng Lu, Laura A T Markley, Win Cowger","doi":"10.21105/joss.06715","DOIUrl":"https://doi.org/10.21105/joss.06715","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"9 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141641120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
scikit-eo: A Python package for Remote Sensing DataAnalysis scikit-eo：用于遥感数据分析的 Python 软件包
Journal of open source software Pub Date : 2024-07-16 DOI: 10.21105/joss.06692
Yonatan Tarazona, Fernando Benitez-Paez, Jakub Nowosad, Fabian Drenkhan, Martín E. Timaná
{"title":"scikit-eo: A Python package for Remote Sensing Data\u0000Analysis","authors":"Yonatan Tarazona, Fernando Benitez-Paez, Jakub Nowosad, Fabian Drenkhan, Martín E. Timaná","doi":"10.21105/joss.06692","DOIUrl":"https://doi.org/10.21105/joss.06692","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"90 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141642806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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