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In context of highly complex energy system experiments, sensitivity analysis is gaining more and more importance to investigate the effects changing parameterization has on the outcome. Thus, it is crucial how to design an experiment to…

Computational Engineering, Finance, and Science · Computer Science 2024-10-23 Jan Sören Schwarz , Leonard Enrique Ramos Perez , Minh Cong Pham , Kai Heussen , Quoc Tuan Tran

Research in life sciences is increasingly being conducted in a digital and online environment. In particular, life scientists have been pioneers in embracing new computational tools to conduct their investigations. To support the sharing of…

Living labs have been established across different countries to evaluate how the interaction between humans and buildings can be optimized to improve comfort, health, and energy savings. However, existing living labs can be too…

Human-Computer Interaction · Computer Science 2022-12-02 Alan Wang , Feng Yi Chang , Siavash Yousefi , Beatrice Li , Brad Campbell , Arsalan Heydarian

Neurophysiology research has demonstrated that it is possible and valuable to investigate sensory processing in scenarios involving continuous sensory streams, such as speech and music. Over the past 10 years or so, novel analytic…

Scientific workflows are powerful tools for management of scalable experiments, often composed of complex tasks running on distributed resources. Existing cyberinfrastructure provides components that can be utilized within repeatable…

Computers and Society · Computer Science 2019-03-05 Ilkay Altintas , Shweta Purawat , Daniel Crawl , Alok Singh , Kyle Marcus

COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among domain experts, mathematical modelers, and scientific computing…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-05-11 Nicholson Collier , Justin M. Wozniak , Abby Stevens , Yadu Babuji , Mickaël Binois , Arindam Fadikar , Alexandra Würth , Kyle Chard , Jonathan Ozik

The astronomy, astroparticle and particle physics communities are brought together through the ESCAPE (European Science Cluster of Astronomy and Particle Physics ESFRI research infrastructures) project to create a cluster focused on common…

Instrumentation and Methods for Astrophysics · Physics 2022-12-02 Thomas Vuillaume , Enrique Garcia , Christian Tacke , Tamas Gal

Despite the widespread adoption of open source software (OSS), its sustainability remains a critical concern, particularly in light of security vulnerabilities and the often inadequate end-of-service (EoS) processes for OSS projects as they…

Software Engineering · Computer Science 2024-09-18 Tapajit Dey , Brian Fitzgerald , Sherae Daniel

Every research project necessitates data, often requiring sharing and collaborative review within a team. However, there is a dearth of good open-source data sharing and reviewing services. Existing file-sharing services generally mandate…

Databases · Computer Science 2024-06-27 Lexington Whalen , Homayoun Valafar

Open science represents a transformative research approach essential for enhancing sustainability and impact. Data generation encompasses various methods, from automated processes to human-driven inputs, creating a rich and diverse…

Databases · Computer Science 2025-03-21 Payel Patra , Daniele Di Pompeo , Antinisca Di Marco

Open source software (OSS) is essential for modern society and, while substantial research has been done on individual (typically central) projects, only a limited understanding of the periphery of the entire OSS ecosystem exists. For…

Software Engineering · Computer Science 2020-11-02 Yuxing Ma , Tapajit Dey , Chris Bogart , Sadika Amreen , Marat Valiev , Adam Tutko , David Kennard , Russell Zaretzki , Audris Mockus

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 this paper we present the Open Software Services for Classrooms and Research (OSSCAR) platform. OSSCAR provides an open collaborative environment to develop, deploy and access educational resources in the form of web applications. To…

Physics Education · Physics 2022-10-05 Dou Du , Taylor J. Baird , Sara Bonella , Giovanni Pizzi

Science advances not only through the accumulation of facts but also through the evolution of tools. Crucially, tools are rarely used in isolation. They form tool portfolios, combinations shaped by a discipline's workflows and analytical…

Digital Libraries · Computer Science 2026-04-28 Zhouming Wu , Dakota Murray

With high-throughput biotechnologies generating unprecedented quantities of data, researchers are faced with the challenge of locating and comparing an exponentially growing number of programs and websites dedicated to computational…

The Astronomy Open Science Competence Centre Pilot (Astro-CC) is an ESCAPE-cluster related project meant to enable the astronomy research communities to accelerate their use of Open Science by supporting the implementation of FAIR…

Instrumentation and Methods for Astrophysics · Physics 2026-05-28 Marco Molinaro , Mark Allen , Joachim Wambsganns , Enrique Solano , Baptiste Cecconi , Markus Demleitner , André Schaaff , Hendrik Heinl , Sara Bertocco

The Workflows Community Summit gathered 111 participants from 18 countries to discuss emerging trends and challenges in scientific workflows, focusing on six key areas: time-sensitive workflows, AI-HPC convergence, multi-facility workflows,…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-10-22 Rafael Ferreira da Silva , Deborah Bard , Kyle Chard , Shaun de Witt , Ian T. Foster , Tom Gibbs , Carole Goble , William Godoy , Johan Gustafsson , Utz-Uwe Haus , Stephen Hudson , Shantenu Jha , Laila Los , Drew Paine , Frédéric Suter , Logan Ward , Sean Wilkinson , Marcos Amaris , Yadu Babuji , Jonathan Bader , Riccardo Balin , Daniel Balouek , Sarah Beecroft , Khalid Belhajjame , Rajat Bhattarai , Wes Brewer , Paul Brunk , Silvina Caino-Lores , Henri Casanova , Daniela Cassol , Jared Coleman , Taina Coleman , Iacopo Colonnelli , Anderson Andrei Da Silva , Daniel de Oliveira , Pascal Elahi , Nour Elfaramawy , Wael Elwasif , Brian Etz , Thomas Fahringer , Wesley Ferreira , Rosa Filgueira , Jacob Fosso Tande , Luiz Gadelha , Andy Gallo , Daniel Garijo , Yiannis Georgiou , Philipp Gritsch , Patricia Grubel , Amal Gueroudji , Quentin Guilloteau , Carlo Hamalainen , Rolando Hong Enriquez , Lauren Huet , Kevin Hunter Kesling , Paula Iborra , Shiva Jahangiri , Jan Janssen , Joe Jordan , Sehrish Kanwal , Liliane Kunstmann , Fabian Lehmann , Ulf Leser , Chen Li , Peini Liu , Jakob Luettgau , Richard Lupat , Jose M. Fernandez , Ketan Maheshwari , Tanu Malik , Jack Marquez , Motohiko Matsuda , Doriana Medic , Somayeh Mohammadi , Alberto Mulone , John-Luke Navarro , Kin Wai Ng , Klaus Noelp , Bruno P. Kinoshita , Ryan Prout , Michael R. Crusoe , Sashko Ristov , Stefan Robila , Daniel Rosendo , Billy Rowell , Jedrzej Rybicki , Hector Sanchez , Nishant Saurabh , Sumit Kumar Saurav , Tom Scogland , Dinindu Senanayake , Woong Shin , Raul Sirvent , Tyler Skluzacek , Barry Sly-Delgado , Stian Soiland-Reyes , Abel Souza , Renan Souza , Domenico Talia , Nathan Tallent , Lauritz Thamsen , Mikhail Titov , Benjamin Tovar , Karan Vahi , Eric Vardar-Irrgang , Edite Vartina , Yuandou Wang , Merridee Wouters , Qi Yu , Ziad Al Bkhetan , Mahnoor Zulfiqar

We present a policy and process framework for secure environments for productive data science research projects at scale, by combining prevailing data security threat and risk profiles into five sensitivity tiers, and, at each tier,…