Data · dataset · 2026
Deep Learning-Guided Redesign of a Miniaturized Myoglobin for Enhanced Catalysis
Listed in ScienceDB
Description
Data for the paper: Redesigning Myoglobin via Functional Site Scaffolding for Enhanced Catalytic FunctionsThis dataset supports the research paper "Redesigning Myoglobin via Functional Site Scaffolding for Enhanced Catalytic Functions" and contains data and code for molecular dynamics simulation for bitMb and swMb, deep-learning based protein design for bitMb. Data was generated from RFDiffusion, ProteinMPNN, OmegaFold for protein design and NAMD3 for molecular dynamics simulation, ultimately forming 2 Gb of MD trajectory records, with 50ns to 200ns time lapse, and 100000 designed sequences along with 48 predicted structures in pdb format.
The dataset is stored in .dcd, .fasta and .pdb format and can be used for further analysis of protein structure.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.nbsdc.00131 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Simulation 75% · Synthetic biology 77%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.nbsdc.00131 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:field:310113 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (77%) |
| concepts[field].local:field:computer-science-ai | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |