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To design with AI models, user experience (UX) designers must assess the fit between the model and user needs. Based on user research, they need to contextualize the model's behavior and potential failures within their product-specific data…

Machine Learning · Computer Science 2023-02-24 Steven Moore , Q. Vera Liao , Hariharan Subramonyam

The astronomical community is grappling with the increasing volume and complexity of data produced by modern telescopes, due to difficulties in reducing, accessing, analyzing, and combining archives of data. To address this challenge, we…

The development and design of visualization solutions that are truly usable is essential for ensuring both their adoption and effectiveness. User-centered design principles, which focus on involving users throughout the entire development…

Human-Computer Interaction · Computer Science 2019-04-01 Yucong , Ye , Franz Sauer , Kwan-Liu Ma , Konduri Aditya , Jacqueline Chen

Astronomy is entering in a new era of Extreme Intensive Data Computation and we have identified three major issues the new generation of projects have to face: Resource optimization, Heterogeneous Software Ecosystem and Data Transfer. We…

Instrumentation and Methods for Astrophysics · Physics 2012-12-11 Nicolas Kamennoff , Sébastien Foucaud , Sébastien Reybier

The Astropy project supports and fosters the development of open-source and openly-developed Python packages that provide commonly-needed functionality to the astronomical community. A key element of the Astropy project is the core package…

Instrumentation and Methods for Astrophysics · Physics 2018-08-29 The Astropy Collaboration , A. M. Price-Whelan , B. M. Sipőcz , H. M. Günther , P. L. Lim , S. M. Crawford , S. Conseil , D. L. Shupe , M. W. Craig , N. Dencheva , A. Ginsburg , J. T. VanderPlas , L. D. Bradley , D. Pérez-Suárez , M. de Val-Borro , T. L. Aldcroft , K. L. Cruz , T. P. Robitaille , E. J. Tollerud , C. Ardelean , T. Babej , M. Bachetti , A. V. Bakanov , S. P. Bamford , G. Barentsen , P. Barmby , A. Baumbach , K. L. Berry , F. Biscani , M. Boquien , K. A. Bostroem , L. G. Bouma , G. B. Brammer , E. M. Bray , H. Breytenbach , H. Buddelmeijer , D. J. Burke , G. Calderone , J. L. Cano Rodríguez , M. Cara , J. V. M. Cardoso , S. Cheedella , Y. Copin , D. Crichton , D. DÁvella , C. Deil , É. Depagne , J. P. Dietrich , A. Donath , M. Droettboom , N. Earl , T. Erben , S. Fabbro , L. A. Ferreira , T. Finethy , R. T. Fox , L. H. Garrison , S. L. J. Gibbons , D. A. Goldstein , R. Gommers , J. P. Greco , P. Greenfield , A. M. Groener , F. Grollier , A. Hagen , P. Hirst , D. Homeier , A. J. Horton , G. Hosseinzadeh , L. Hu , J. S. Hunkeler , Ž. Ivezić , A. Jain , T. Jenness , G. Kanarek , S. Kendrew , N. S. Kern , W. E. Kerzendorf , A. Khvalko , J. King , D. Kirkby , A. M. Kulkarni , A. Kumar , A. Lee , D. Lenz , S. P. Littlefair , Z. Ma , D. M. Macleod , M. Mastropietro , C. McCully , S. Montagnac , B. M. Morris , M. Mueller , S. J. Mumford , D. Muna , N. A. Murphy , S. Nelson , G. H. Nguyen , J. P. Ninan , M. Nöthe , S. Ogaz , S. Oh , J. K. Parejko , N. Parley , S. Pascual , R. Patil , A. A. Patil , A. L. Plunkett , J. X. Prochaska , T. Rastogi , V. Reddy Janga , J. Sabater , P. Sakurikar , M. Seifert , L. E. Sherbert , H. Sherwood-Taylor , A. Y. Shih , J. Sick , M. T. Silbiger , S. Singanamalla , L. P. Singer , P. H. Sladen , K. A. Sooley , S. Sornarajah , O. Streicher , P. Teuben , S. W. Thomas , G. R. Tremblay , J. E. H. Turner , V. Terrón , M. H. van Kerkwijk , A. de la Vega , L. L. Watkins , B. A. Weaver , J. B. Whitmore , J. Woillez , V. Zabalza

Software has the potential to be a key driver in fostering sustainability. Despite this potential, it is not clear if and how the software industry integrates consideration of sustainability into its common software development processes.…

Software Engineering · Computer Science 2024-07-25 Shola Oyedeji , Ruzanna Chitchyan , Mikhail Ola Adisa , Hatef Shamshiri

The scientific ambitions of the 2040s will require large, interdisciplinary teams operating across continents, institutions, and increasingly heterogeneous political and funding landscapes. While significant effort is devoted to advancing…

Developing sustainable software for the scientific community requires expertise in software engineering and domain science. This can be challenging due to the unique needs of scientific software, the insufficient resources for software…

Evaluating UX in the context of AI's complexity, unpredictability, and generative nature presents unique challenges. How can we support HCI researchers to create comprehensive UX evaluation plans? In this paper, we introduce EvAlignUX, a…

Human-Computer Interaction · Computer Science 2025-07-09 Qingxiao Zheng , Minrui Chen , Pranav Sharma , Yiliu Tang , Mehul Oswal , Yiren Liu , Yun Huang

Designers hold primary responsibility for shaping the user interface (UI) and user experience (UX) of a product. This role goes beyond aesthetics and usability, extending to the privacy outcomes of user experience, which often emerge…

Human-Computer Interaction · Computer Science 2026-04-29 Keyu Yao , Jinghui Cheng , Jin L. C. Guo

We describe preliminary investigations of using Docker for the deployment and testing of astronomy software. Docker is a relatively new containerisation technology that is developing rapidly and being adopted across a range of domains. It…

Software Engineering · Computer Science 2017-07-13 D. Morris , S. Voutsinas , N. C. Hambly , R. G. Mann

Large, freely available, well-maintained data sets have made astronomy a popular playground for machine learning projects. Nevertheless, robust insights gained to both machine learning and physics could be improved by clarity in problem…

Instrumentation and Methods for Astrophysics · Physics 2025-02-13 Johannes Buchner , Sotiria Fotopoulou

User Stories record what must be built in projects that use agile practices. User Stories serve both to estimate effort, generally measured in Story Points, and to plan what should be done in a Sprint. Therefore, it is essential to train…

Optical designs for astronomy involve implementation of active optics and adaptive optics from X-ray to the infrared. Developments and results of active optics methods for telescopes, spectrographs and coronagraph planet finders are…

Instrumentation and Methods for Astrophysics · Physics 2015-06-15 Gerard R. Lemaitre

Artificial Intelligence is becoming part of any technology we use nowadays. If the AI informs people's decisions, the explanation about AI's outcomes, results, and behavior becomes a necessary capability. However, the discussion of XAI…

Artificial Intelligence · Computer Science 2021-05-18 Juliana Jansen Ferreira , Mateus Monteiro

Adaptive Optics is a prime example of how progress in observational astronomy can be driven by technological developments. At many observatories it is now considered to be part of a standard instrumentation suite, enabling ground-based…

Instrumentation and Methods for Astrophysics · Physics 2015-06-03 R. Davies , M. Kasper

Enabling observability in software systems brings many benefits. It can, for example, ease the identification of issues or the implementation of improvements. It is especially critical to be able to observe sustainability-related dimensions…

Software Engineering · Computer Science 2026-04-13 Klervie Toczé , Andrei Dragomir , Vincenzo Stoico , Patricia Lago

New ways of working such as globally distributed development or the integration of self-motivated external developers into software ecosystems will require a better and more comprehensive understanding of developers' feelings, perceptions,…

Software Engineering · Computer Science 2013-12-06 Fabian Fagerholm , Jürgen Münch

Usability and user experience (UX) issues are often not well emphasized and addressed in open source software (OSS) development. There is an imperative need for supporting OSS communities to collaboratively identify, understand, and fix UX…

Human-Computer Interaction · Computer Science 2019-02-21 Jinghui Cheng , Jin L. C. Guo

Observatories are complex scientific and technical institutions serving diverse users and purposes. Their telescopes, instruments, software, and human resources engage in interwoven workflows over a broad range of timescales. These…

Instrumentation and Methods for Astrophysics · Physics 2014-07-30 Robert L. Seaman , W. Thomas Vestrand , Frederic V. Hessman