Informace o publikaci

NOMAD: A distributed web-based platform for managing materials science research data

Autoři	SCHEIDGEN Markus HIMANEN Lauri LADINES Alvin Noe SIKTER David NAKHAEE Mohammad FEKETE Ádám CHANG Theodore GOLPARVAR Amir MÁRQUEZ José A. BROCKHAUSER Sandor BRÜCKNER Sebastian GHIRINGHELLI Luca M. DIETRICH Felix LEHMBERG Daniel DENELL Thea ALBINO Andrea NÄSSTRÖM Hampus SHABIH Sherjeel DOBENER Florian KÜHBACH Markus MOZUMDER Rubel RUDZINSKI Joseph F. DAELMAN Nathan PIZARRO José M. KUBAN Martin SALAZAR Cuauhtemoc ONDRAČKA Pavel BUNGARTZ Hans-Joachim DRAXL Claudia
Rok publikování	2023
Druh	Článek v odborném periodiku
Časopis / Zdroj	Journal of Open Source Software
Fakulta / Pracoviště MU	Přírodovědecká fakulta
Citace
www	https://doi.org/10.21105/joss.05388
Doi	http://dx.doi.org/10.21105/joss.05388
Klíčová slova	materials science; data management; electronic lab notebook; FAIR; Python; javascript; database
Popis	Materials science research is becoming increasingly data-driven, which requires more effort to manage, share, and publish data. NOMAD is a web-based application that provides data management for materials science research data. In addition to core data management functions like uploading and sharing files, NOMAD allows for entering structured data using customizable forms providing the software with electronic laboratory notebook (ELN) functionalities. It automatically extracts rich meta-data from supported file formats, normalizes and converts data from these formats, and provides a faceted search with materials science-specific filters based on extracted meta-data. NOMAD integrates data analysis and machine learning tools. Installations of NOMAD can be connected to share data between research institutes and can publish data to an open central NOMAD service. The NOMAD software is distributed as a Docker image to create data management services and as a Python package to automate the client’s use of these services.