tutorials.md

List of NOMAD tutorials

!!! warning "Attention" This page is still being updated with older NOMAD tutorials.

• 17.10.2024 FAIRmat Tutorial 15: Use of pynxtools with Examples from Optical Spectroscopy{:target="_blank"}

  • Demonstrates how to use the pynxtools package along with NOMAD to faciliate FAIR research data management for experimental data in materials science. Ellipsometry and Raman spectroscopy data are used as representative examples.

• 10.07.2024 FAIRmat Tutorial 14: Developing schemas and parsers for FAIR computational data storage using NOMAD-Simulations{:target="_blank"}

  • Provides foundational knowledge for customizing NOMAD to fit the specific needs of your computational research project using the nomad-simulations schema plugin.

• 15.05.2024 FAIRmat Tutorial 13: Getting started with NOMAD and NOMAD Oasis for research data management (RDM){:target="_blank"}

  • Introduces NOMAD and NOMAD Oasis as essential tools for research data management (RDM), and demonstrates how to utilize these tools for managing experimental materials science data, with a particular focus on synthesis data.

• 14.02.2024 FAIRmat Tutorial 12: Getting started with NOMAD and NOMAD Oasis for research data management (RDM){:target="_blank"}

  • A practical session to go through a Jupyter notebook that demonstrates how to use NOMAD for managing custom data and file types. Based on a simple given dataset, we show how to model the data in a schema, do parsing and normalization, process data, access existing data with NOMAD's API for analysis, and how to add visualization to your data.

• 25.10.2023 FAIRmat Tutorial 11: Research data management, from fundamentals to implementation{:target="_blank"}

  • Introduction to the FAIR data principles, Research data management practices, and data management plans.

• 29.09.2023 CECAM workshop: An Introduction to the NOMAD repository for soft matter simulators{:target="_blank"}

  • Basic NOMAD usage with molecular dynamics simulations, custom workflows, python API

• 14.06.2023 FAIRmat Tutorial 10: FAIR electronic-structure data in NOMAD{:target="_blank"}

  • Basic NOMAD usage for computational data, numerical precision filtering, custom workflows, knowledge-based XC functionals exploration

• 26.04.2023 FAIRmat Tutorial 9: Plugins: Python schemas and parsers{:target="_blank"}

  • Introduction the new plugin mechanism in NOMAD: how to develop and integrate their own Python schemas and parsers to a NOMAD Oasis.

• 15.03.2023 FAIRmat Tutorial 8: Using NOMAD as an Electronic lab notebook (ELN) for FAIR data{:target="_blank"}

  • Using NOMAD as an ELN which enables the users to generate data following the FAIR principles.

• 15.02.2023 FAIRmat Tutorial 7: Molecular Dynamics Trajectories and Workflows in NOMAD{:target="_blank"}

  • Uploading MD data, examining metadata, overview page, workflow visualizer, extracting MD data for trajectory analysis

• 06.11.2022 FAIRmat Tutorial 6: Experimental data management in NOMAD{:target="_blank"}

  • Follow research data lifecycle from planning and running an experiment to collecting and annotating data according to international community standards for searchability, and reuse.

• 05.10.2022 FAIRmat Tutorial 5: NOMAD Encyclopedia{:target="_blank"}

  • Navigate the materials space using the Encyclopedia GUI, and using the Encyclopedia API.

• 11.05.2022 FAIRmat Tutorial 4: NOMAD Oasis and FAIR Data Collaboration and Sharing{:target="_blank"}

  • How to get started with NOMAD Oasis and adapt it to your research.

• 06.04.2022 FAIRmat Tutorial 3: Introduction to the Artificial Intelligence Toolkit{:target="_blank"}

  • NOMAD AI-toolkit: query over the NOMAD Archive via the NOMAD API and basic notebooks for learning AI methods.

• 09.03.2022 FAIRmat Tutorial 2: Electronic Lab Notebooks and FAIR Data Management{:target="_blank"}

  • ELN in FAIR data management, NOMAD ELN, and integrating other ELN tools with NOMAD.

• 09.02.2022 FAIRmat Tutorial 1: Publish and Explore Data with NOMAD{:target="_blank"}

  • Basic NOMAD guide to prepare, upload, publish data, and reference them with a DOI.