物理与天体物理
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16 篇有效样本 · 按发表日期由新到旧排列
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Galaxy morphology classification: Uncertainty modeling and out of distribution detection
作者Prem Prakash; Shantanu Desai; P.K. Srijith
作者单位Center for Interdisciplinary Programs, IIT Hyderabad, Kandi, 502284, Telangana, India; Department of Physics, IIT Hyderabad, Kandi, 502284, Telangana, India; Department of Computer Science and Engineering, IIT Hyderabad, Kandi, 502284, Telangana, India
Towards the exploration of astrophysical datacubes through volumetric rendering within CARTA
作者I. Labadie-García; A. Pińska; A. Comrie; M. van Zyl; M. Parra-Royón; S. Sánchez-Expósito; L. Verdes-Montenegro; J. Garrido
作者单位Instituto de Astrofísica de Andalucía, Glorieta de la Astronomía s/n, Granada, 18008, Spain; Inter-University Institute for Data Intensive Astronomy, University of Cape Town, Rondebosch, Cape Town, 7701, South Africa
Temporal context and noise conditioning in neural gravitational-wave inpainting: An architecture ablation study for sub-second strain gaps
作者Lokesh Kumar; Sanjay K. Sahay
作者单位Department of Computer Science and Information Systems, Birla Institute of Technology and Science Pilani, K. K. Birla Goa Campus, Zuarinagar, Goa 403726, India
A signal dedispersion algorithm for imaging-based transient searches
作者Cristian Di Pietrantonio; Marcin Sokolowski; Christopher Harris; Danny C. Price; Randall Wayth
作者单位Pawsey Supercomputing Research Centre, Kensington, 6151, Western Australia, Australia; International Centre for Radio Astronomy Research, Curtin University, Bentley, 6102, Western Australia, Australia; Australian SKA Regional Centre (AusSRC), The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Australia; Square Kilometre Array Observatory (SKAO), Kensington, 6151, Western Australia, Australia
Brain-inspired quantum machine learning architecture and its benchmarking on astronomical classification
作者Subhash S. Pandey; Mousam Mondal; Xing Liang; Christos Kalyvas; Dimitrios Makris; Hongwei Wu
作者单位School of Physics, Engineering and Computer Science, University of Hertfordshire, College Lane, Hatfield, Hertfordshire AL10 9AB, UK; Centre for Astrophysics Research, University of Hertfordshire, College Lane, Hatfield, Hertfordshire AL10 9AB, UK; School of Computer Science and Mathematics (CSM), Kingston University London, UK
Quantifying detection bias and recovering habitable zone occurrence rates in the NASA exoplanet archive: A Three-Model Framework: Beta-Binomial Occurrence-Rate Modeling, Random Forest Proximity Scoring, and Logistic Regression
作者Aarav Shah; Saummya Salve; Shreyansh Joshi
作者单位Department of Computer Science, University of Massachusetts Amherst, Amherst, MA, 01003, USA
Predicting short-term X-ray flux with deep learning model
作者Xusheng Huang; Xuebao Li; Yanfang Zheng; Liang Dong; Hongwei Ye; Shunhuang Zhang; Yongshang Lv; Honglei Jin
作者单位Suzhou Institute of Technology, Jiangsu University of Science and Technology, Suzhou, 215600, China; School of Computer Science, Jiangsu University of Science and Technology, Zhenjiang, 212100, China; Yunnan Astronomical Observatory, Chinese Academy of Sciences, Kunming, 650216, China
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