Materials Science · Physics
FAIR data enabling new horizons for materials research
Matthias Scheffler, Martin Aeschlimann, Martin Albrecht, Tristan Bereau +10
2022-04-29
Materials Science · Physics
Shared Metadata for Data-Centric Materials Science
Luca M. Ghiringhelli, Carsten Baldauf, Tristan Bereau, Sandor Brockhauser +31
2023-08-24
Materials Science · Physics
The NOMAD Artificial-Intelligence Toolkit: Turning materials-science data into knowledge and understanding
Luigi Sbailò, Ádám Fekete, Luca M. Ghiringhelli, Matthias Scheffler
2022-11-10
Materials Science · Physics
Community Action on FAIR Data will Fuel a Revolution in Materials Research
LC Brinson, LM Bartolo, B Blaiszik, D Elbert +3
2023-02-27
Materials Science · Physics
Building a Regional Data-Centric Materials Science Ecosystem for Processing-Rich Materials Innovation in the Great Plains
D. -M. Mei, K. Acharya, C. M. Adhikari, M. Adhikari +51
2026-05-20
Computational Physics · Physics
Data-driven materials science: status, challenges and perspectives
Lauri Himanen, Amber Geurts, Adam S. Foster, Patrick Rinke
2019-10-28
Materials Science · Physics
Roadmap on Data-Centric Materials Science
Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blum +57
2024-05-02
Materials Science · Physics
Towards a Common Format for Computational Material Science Data
Luca M. Ghiringhelli, Christian Carbogno, Sergey Levchenko, Fawzi Mohamed +4
2016-07-19
Digital Libraries · Computer Science
Constructing a Searchable Knowledge Repository for FAIR Climate Data
Mark Roantree, Branislava Lalic, Stevan Savic, Dragan Milosevic +1
2023-04-13
Databases · Computer Science
Towards FAIR and federated Data Ecosystems for interdisciplinary Research
Sebastian Beyvers, Jannis Hochmuth, Lukas Brehm, Maria Hansen +2
2025-04-30
Artificial Intelligence · Computer Science
CLAIMED -- the open source framework for building coarse-grained operators for accelerated discovery in science
Romeo Kienzler, Rafflesia Khan, Jerome Nilmeier, Ivan Nesic +1
2023-07-14
Digital Libraries · Computer Science
Knowledge engineering for open science: Building and deploying knowledge bases for metadata standards
Mark A. Musen, Martin J. O'Connor, Josef Hardi, Marcos Martinez-Romero
2025-07-31
Digital Libraries · Computer Science
Making Mathematical Research Data FAIR: A Technology Overview
Tim Conrad, Eloi Ferrer, Daniel Mietchen, Larissa Pusch +2
2023-09-22
Materials Science · Physics
Big-Data Science in Porous Materials: Materials Genomics and Machine Learning
Kevin Maik Jablonka, Daniele Ongari, Seyed Mohamad Moosavi, Berend Smit
2020-06-12
Databases · Computer Science
NOMAD -- Navigating Optimal Model Application to Datastreams
Ashwin Gerard Colaco, Sharad Mehrotra, Michael J De Lucia, Kevin Hamlen +4
2025-11-17
Materials Science · Physics
Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey
Zhixun Li, Bin Cao, Rui Jiao, Liang Wang +9
2025-05-23
Materials Science · Physics
Materials Cloud, a platform for open computational science
Leopold Talirz, Snehal Kumbhar, Elsa Passaro, Aliaksandr V. Yakutovich +16
2020-12-08
Materials Science · Physics
Advances of Machine Learning in Materials Science: Ideas and Techniques
Sue Sin Chong, Yi Sheng Ng, Hui-Qiong Wang, Jin-Cheng Zheng
2023-09-27
Physics and Society · Physics
A case study: the savings potential thanks to FAIR data in one Materials Science PhD project
Michael Seitz, Nick Garabedian, Ilia Bagov, Christian Greiner
2025-06-17
Artificial Intelligence · Computer Science
Nomad: Autonomous Exploration and Discovery
Bokang Jia, Samta Kamboj, Satheesh Katipomu, Seung Hun Han +2
2026-04-03