ChemLab-Assets
simulation-ready chemistry lab instruments: part-level geometry, joints, executable behaviour models and machine-readable contracts
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GITHUB · launched Oct 14, 2026 · 24 upvotes (top 57%)
- Education
- Data infrastructure
- Developer
- Not AI
- Hobby / open-source project
- 3d-assets
- chemistry
- dataset
- digital-twin
- embodied-ai
- isaac-lab
- +4 more
Similar launches
See all 358 similar launches →Could you build this?
Partial The catalog site, data format, and contract schema are easy to vibe-code, but producing 198 accurate, simulation-ready instrument models with geometry, joints, and behaviour needs CAD and chemistry domain expertise.
What it would actually take: The site and schema can be built with a standard static-site stack and JSON Schema or similar. The hard part is creating each instrument's part-level geometry (CAD, usually STEP/URDF-style joints) and executable behaviour models that match real chemistry equipment. That requires lab-instrument engineers or chemists to validate the physics and kinetics, plus 3D modelling and simulation tooling.
Competitors
Other products that read as similar to this one : 358 launches clear the similarity bar, closest 8 shown.
Attention rank: #180 of 359 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 342 days after the earliest competitor.
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- Matflow · ph · 2026-09-20 · 2 upvotes · similarity 0.46
- Rasyn: One place to run any Chemistry task · yc · 2026-08-03 · 9 upvotes · similarity 0.44
- usd-brep · github · 2026-10-08 · 53 upvotes · similarity 0.44
- Moving Atoms : World Models for Robots · yc · 2026-08-17 · 5 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.