Chemistry and materials science
Screen thousands of compositions before you make one.
Antinuous ranks candidate materials from databases and papers and runs atomistic simulations across many structures in parallel. Predictions are labeled, and each value links to its paper or run.
Use cases
Compare published synthesis routes
The same compound is made in hundreds of papers, each with different conditions and results.
You ask
Compare published routes to carbon-coated lithium iron phosphate. Include precursors, temperatures, particle size and capacity, with the paper for each.
What it does
- Antinuous searches papers and reads the full text of the most relevant ones.
- It follows citations to earlier work that set the main methods.
- It extracts conditions and reported results into one row per route.
- A second model checks each cell against the paper it came from.
You get
A side-by-side sheet with each value linked to its paper.
Route
How it works
Trade-off
Solid-state
Mix powders and fire at high heat
Simple to scale, larger particles
Hydrothermal
React in water in a sealed vessel
Smaller particles, batch process
Sol-gel
Mix in solution, dry to a gel, then fire
Even mixing, more steps
Common published routes to lithium iron phosphate, a battery cathode.
Who it's for
Materials scientistsScreen candidate materials before you make them.
Synthetic chemistsCompare published synthesis routes with each value linked to its paper.
Process chemistsFind safer solvent replacements with cited hazard data.
R&D leadsPlan your next experiment from past results.
Works with
PubChem
ChEMBL
RCSB PDB
arXiv
GitHub
Google Slides
PowerPoint