Závěrečná práce: Róbert Randiak: Enhancing the FAIRness of Gromacs software: Adding support to extract metadata in JSON/YAML formats
Bakalářská práce
Enhancing the FAIRness of Gromacs software: Adding support to extract metadata in JSON/YAML formats
Anotace
Cieľom tejto práce je adresovať problém nedostatku FAIR-ovosti - Findability (nájditeľnosť), Accessibility (prístupnosť), Interoperability (interoperabilita) a Reusability (opätovná použiteľnosť) - v dátach simulácií molekulovej dynamiky, so špecifickým zameraním na súbory generované pomocou populárneho softvéru Gromacs. Práca skúma nedostatky v serializácii týchto súborov, ktoré sú hlavným faktorom …více
Abstract
The objective of this thesis is to address the issue of the lack of FAIR- ness (Findability, Accessibility, Interoperability, and Reusability) in molecular dynamics simulation data, with a specific focus on datasets generated using the popular software Gromacs. The thesis examines the deficiency in serialization of these datasets, which is a primary factor contributing to the lack of FAIRness. Throughout …více
Zadání práce
Gromacs is a popular open-source software tool biologists and chemists use to simulate molecular dynamics. It is widely used for simulating complex biological processes, including protein folding and drug interactions. However, despite its popularity and usefulness, Gromacs lacks proper support for the FAIR (Findable, Accessible, Interoperable, and Reusable) principles when publishing output datasets. Specifically, it lacks support for generating a proper metadata description for each dataset, making it difficult for researchers to find and reuse the data stored in online archives.
This bachelor's thesis aims to analyze the Gromacs dump tool gmx dump and try to add support for outputting metadata in JSON or YAML data file format.
The goals of this thesis are:
- A comprehensive analysis of the current state of metadata support in Gromacs and the gaps that need to be addressed.
- An updated gmx dump tool that supports metadata generation in JSON or YAML data file format.
- Contribute changes to the Gromcas tool community.
- A testing report of the updated gmx dump tool and its effectiveness in generating metadata for Gromacs output datasets.
- A set of recommendations for future work to improve the FAIRness of Gromacs output datasets.
24. 5. 2024 11:29, RNDr. Tomáš Raček, Ph.D., učo 324965
Konzultant
Citace dle normy ČSN ISO 690
Práce na příbuzné téma
Seznam prací, které mají shodná klíčová slova.
-
Výzkum Nekanonických Nukleových Kyselin Pomocí Simulací Molekulární Dynamiky
Zhengyue Zhang, Ph.D., MSc. -
The study of protein unfolding utilizing molecular dynamics simulation
Ing. Veronika Szotkowská -
Extending Metadata Annotations with Identification of Biomolecules in Simulation Data
Bc. Tomáš Pavlík, učo 524983 -
Computational modelling and study of electrostatic interactions in biological systems
Francesco Luca Falginella, Ph.D., učo 442701 -
User Interface for Molecular Dynamics Data Repository
Bc. Filip Múdry -
Identifikace a studium potenciálních léčiv cílících na Apolipoprotein E4 u Alzheimerovy choroby pomoci molekulárního modelování
Mgr. Linda Kapustová -
Modular System for Datasets' Metadata Harvesting and Management for eLTER Environmental Research Infrastructure
Mgr. Anna Vítová -
Strukturní studie platinovaného DNA hairpinu pomocí NMR spektroskopie a výpočetních metod
Mgr. Eliška Šmiřáková, učo 269953




