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Related papers: A Practical Approach of Actions for FAIRification …

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A large number of services for research data management strive to adhere to the FAIR guiding principles for scientific data management and stewardship. To evaluate these services and to indicate possible improvements, use-case-centric…

Computers and Society · Computer Science 2019-02-01 Tobias Weber , Dieter Kranzlmüller

To enable materials databases supporting computational and experimental research, it is critical to develop platforms that both facilitate access to the data and provide the tools used to generate/analyze it - all while considering the…

The FAIR principles are globally accepted guidelines for improved data management practices with the potential to align data spaces on a global scale. In practice, this is only marginally achieved through the different ways in which…

Databases · Computer Science 2025-05-15 Nicolas Blumenroehr , Philipp-Joachim Ost , Felix Kraus , Achim Streit

The FAIR principles define a number of expected behaviours for the data and services ecosystem with the goal of improving the findability, accessibility, interoperability, and reusability of digital objects. A key aspiration of the…

Computers and Society · Computer Science 2024-01-05 Luiz Olavo Bonino da Silva Santos , Tiago Prince Sales , Claudenir M. Fonseca , Giancarlo Guizzardi

Scientific data management is at a critical juncture, driven by exponential data growth, increasing cross-domain dependencies, and a severe reproducibility crisis in modern research. Traditional centralized data management approaches are…

Databases · Computer Science 2025-04-30 Sebastian Beyvers , Jannis Hochmuth , Lukas Brehm , Maria Hansen , Alexander Goesmann , Frank Förster

In recent years, digital object management practices to support findability, accessibility, interoperability, and reusability (FAIR) have begun to be adopted across a number of data-intensive scientific disciplines. These digital objects…

High Energy Physics - Experiment · Physics 2022-11-29 Avik Roy

The Hybrid Technology Hub and many other research centers work in cross-functional teams whose workflow is not necessarily linear and where in many cases technology advances are done through parallel work. The lack of proper tools and…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-02-18 Pavel Vazquez , Kayoko Shoji , Steffen Novik , Stefan Krauss , Simon Rayner

The FAIR Guiding Principles aim to improve the findability, accessibility, interoperability, and reusability of digital content by making them both human and machine actionable. However, these principles have not yet been broadly adopted in…

Machine Learning · Computer Science 2022-11-07 Pei-Hung Lin , Chunhua Liao , Winson Chen , Tristan Vanderbruggen , Murali Emani , Hailu Xu

This article describes the use of metadata and standards in the Social Impact Data Commons to expose official statisticians to an innovative project built on actionable and evaluable metadata, which produces a FAIR data system. We begin by…

Computers and Society · Computer Science 2025-11-25 Joanna Schroeder , Alan Wang , Kathryn Linehan , Joel Thurston , Aaron Schroeder

The prosperity and lifestyle of our society are very much governed by achievements in condensed matter physics, chemistry and materials science, because new products for sectors such as energy, the environment, health, mobility and…

In 2024, NHGRI-funded genomic resource projects completed a Self-Assessment Tool (SAT) and interviews to evaluate their application of FAIR (Findable, Accessible, Interoperable, Reusable) principles and sustainability. Key challenges were…

The principles of data spaces for sovereign data exchange across trusted organizations have so far mainly been adopted in business-to-business settings, and recently scaled to cloud environments. Meanwhile, research organizations have…

Open science movement has established reproducibility, transparency, and validation of research outputs as essential norms for conducting scientific research. It advocates for open access to research outputs, especially research data, to…

Digital Libraries · Computer Science 2025-04-10 Ranjeet Kumar Singh , Akanksha Nagpal , Arun Jadhav , Devika P. Madalli

Robot behavior is often validated through simulation-based testing, yet the replicability of such campaigns depends critically on transparent documentation of how tests are configured, executed, and post-processed. We argue that data…

Robotics · Computer Science 2026-05-29 Argentina Ortega , Samuel Wiest , Frederik Pasch , Nico Hochgeschwender

A concise and measurable set of FAIR (Findable, Accessible, Interoperable and Reusable) principles for scientific data is transforming the state-of-practice for data management and stewardship, supporting and enabling discovery and…

Artificial Intelligence · Computer Science 2023-08-21 Nikil Ravi , Pranshu Chaturvedi , E. A. Huerta , Zhengchun Liu , Ryan Chard , Aristana Scourtas , K. J. Schmidt , Kyle Chard , Ben Blaiszik , Ian Foster

We discuss important aspects of HCI research regarding Research Data Management (RDM) to achieve better publication processes and higher reuse of HCI research results. Various context elements of RDM for HCI are discussed, including…

Human-Computer Interaction · Computer Science 2025-02-03 David Goedicke , Mark Colley , Sebastian S. Feger , Michael Goedicke , Bastian Pfleging , Wendy Ju

Data - arguably the most important product of worldwide materials research investment - are rarely shared. The small and biased proportion of results published are buried in plots and text licensed by journals. This situation wastes…

Materials Science · Physics 2023-02-27 LC Brinson , LM Bartolo , B Blaiszik , D Elbert , I Foster , A Strachan , PW Voorhees

This letter illustrates the opinion of the molecular dynamics (MD) community on the need to adopt a new FAIR paradigm for the use of molecular simulations. It highlights the necessity of a collaborative effort to create, establish, and…

Biomolecules · Quantitative Biology 2025-04-04 Rommie Amaro , Johan Åqvist , Ivet Bahar , Federica Battistini , Adam Bellaiche , Daniel Beltran , Philip C. Biggin , Massimiliano Bonomi , Gregory R. Bowman , Richard Bryce , Giovanni Bussi , Paolo Carloni , David Case , Andrea Cavalli , Chie-En A. Chang , Thomas E. Cheatham , Margaret S. Cheung , Cris Chipot , Lillian T. Chong , Preeti Choudhary , Gerardo Andres Cisneros , Cecilia Clementi , Rosana Collepardo-Guevara , Peter Coveney , Roberto Covino , T. Daniel Crawford , Matteo Dal Peraro , Bert de Groot , Lucie Delemotte , Marco De Vivo , Jonathan Essex , Franca Fraternali , Jiali Gao , Josep Lluís Gelpí , Francesco Luigi Gervasio , Fernando Danilo Gonzalez-Nilo , Helmut Grubmüller , Marina Guenza , Horacio V. Guzman , Sarah Harris , Teresa Head-Gordon , Rigoberto Hernandez , Adam Hospital , Niu Huang , Xuhui Huang , Gerhard Hummer , Javier Iglesias-Fernández , Jan H. Jensen , Shantenu Jha , Wanting Jiao , William L. Jorgensen , Shina Caroline Lynn Kamerlin , Syma Khalid , Charles Laughton , Michael Levitt , Vittorio Limongelli , Erik Lindahl , Kresten Lindorff-Larsen , Sharon Loverde , Magnus Lundborg , Yun Lyna Luo , Francisco Javier Luque , Charlotte I. Lynch , Alexander MacKerell , Alessandra Magistrato , Siewert J. Marrink , Hugh Martin , J. Andrew McCammon , Kenneth Merz , Vicent Moliner , Adrian Mulholland , Sohail Murad , Athi N. Naganathan , Shikha Nangia , Frank Noe , Agnes Noy , Julianna Oláh , Megan O'Mara , Mary Jo Ondrechen , José N. Onuchic , Alexey Onufriev , Silvia Osuna , Anna R. Panchenko , Sergio Pantano , Carol Parish , Michele Parrinello , Alberto Perez , Tomas Perez-Acle , Juan R. Perilla , B. Montgomery Pettitt , Adriana Pietropalo , Jean-Philip Piquemal , Adolfo Poma , Matej Praprotnik , Maria J. Ramos , Pengyu Ren , Nathalie Reuter , Adrian Roitberg , Edina Rosta , Carme Rovira , Benoit Roux , Ursula Röthlisberger , Karissa Y. Sanbonmatsu , Tamar Schlick , Alexey K. Shaytan , Carlos Simmerling , Jeremy C. Smith , Yuji Sugita , Katarzyna Świderek , Makoto Taiji , Peng Tao , D. Peter Tieleman , Irina G. Tikhonova , Julian Tirado-Rives , Inaki Tunón , Marc W. Van Der Kamp , David Van der Spoel , Sameer Velankar , Gregory A. Voth , Rebecca Wade , Ariel Warshel , Valerie Vaissier Welborn , Stacey Wetmore , Travis J. Wheeler , Chung F. Wong , Lee-Wei Yang , Martin Zacharias , Modesto Orozco

Just like the scientific data they generate, simulation workflows for research should be findable, accessible, interoperable, and reusable (FAIR). However, while significant progress has been made towards FAIR data, the majority of science…

Digital Libraries · Computer Science 2022-05-04 Martin Hunt , Steven Clark , Daniel Mejia , Saaketh Desai , Alejandro Strachan

There has been a large focus in recent years on making assets in scientific research findable, accessible, interoperable and reusable, collectively known as the FAIR principles. A particular area of focus lies in applying these principles…

Human-Computer Interaction · Computer Science 2021-11-02 Robin A Richardson , Remzi Celebi , Sven van der Burg , Djura Smits , Lars Ridder , Michel Dumontier , Tobias Kuhn