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Independent research · molecular discovery workflow

See the structure and evidence gaps before claiming a molecular property

Enter a chemical name or SMILES. PubChem resolves the identity and shows a confirmable, editable structure; a restricted backend then calculates RDKit descriptors and makes its remaining evidence gaps explicit.

Examples: caffeine, aspirin, or O=C(O)c1ccccc1O

What this demo does

  1. 1. Resolve identityA chemical name is looked up directly from the browser through PubChem; a SMILES also receives a PubChem identity record first.
  2. 2. Confirm structureYou inspect the 2D structure and can edit the SMILES. A name guess is never silently treated as model input.
  3. 3. Calculate structure featuresThe restricted API uses RDKit to calculate formula, molecular weight, LogP, TPSA, and functional-group flags.
  4. 4. Show gapsIt does not invent redox potential, solubility, or conductivity. When no source-backed connector is active, the gap is itself a result.