Recommend and rank solvents (or flag miscibility/compatibility) for a given polymer using solubility-parameter estimation and Paramus prediction tools, matching polymer and solvent Hansen/Hildebrand parameters and screening a candidate solvent list.When to use: a user asks “what dissolves this polymer?” or “which solvent/plasticizer is compatible?”.Multi-tool WORKFLOW with a matching decision rule.
Paramus — Polymer Solubility & Solvent Selection
Overview
Estimate the polymer's solubility parameters, compare against a candidate solvent set, and rank solvents by predicted compatibility. The value is the polymer↔solvent matching rule, not a single parameter lookup.
Guidance vs execution: solubility parameters and property estimates come from tested Paramus tools. Do not hand-estimate Hansen parameters in ad-hoc code.
When to Use
- "What solvent dissolves this polymer?" / "Which solvent is safest & effective?"
- Screening plasticizer or co-solvent compatibility Do not use for: full thermodynamic phase-equilibrium modeling (hand off to the relevant engine).
Workflow
Polymer structure + candidate solvent list (or "suggest") + constraints (green, bp, toxicity)
↓ 1. Estimate polymer solubility params → Paramus solubility-parameter tool (Hansen/Hildebrand)
↓ 2. Get/estimate solvent params → Paramus data/property tools
↓ 3. Compute match distance → Hansen distance Ra / Hildebrand Δδ
↓ 4. Apply constraints → filter by bp, toxicity, green-solvent criteria
↓ 5. Rank & report → ranked solvents + match metric + provenance
Procedure
- Discover tools with
search/get_schema("Hansen solubility parameters", "solvent properties"). - Estimate the polymer's parameters; capture method + uncertainty.
- Obtain solvent parameters for the candidate set (or a standard solvent library if "suggest").
- Compute the match metric (Hansen distance preferred); smaller = better predicted solubility.
- Apply user constraints as filters, not silent drops — report what each filter removed.
- Rank surviving solvents; report match metric, constraint compliance, and confidence.
Domain Judgment
- "Like dissolves like" is a prediction, not a guarantee — flag borderline matches for a lab check.
- Respect hard constraints (toxicity, regulatory) as gates over a good match score.
- Prefer green/low-hazard solvents among near-equivalent matches; say when you did.
Fallbacks
- Solvent parameters missing for a candidate → mark it "unscored", don't drop silently.
- Endpoint unreachable → stop and report; no local parameter estimation.
Tools this skill may use
Candidate deterministic tools an agent is likely to route to when running this skill. The skill decides which to call at runtime.
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Get Hansen Solubility Parameters
ThermodynamicsUse when predicting polymer-solvent compatibility or formulating coatings and adhesives. -
Get Solubility Parameter
ThermodynamicsUser is evaluating solvent compatibility or polymer-solvent interactions using Hansen/Hildebrand parameters. -
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Brain AI Transpolymer Embed
Polymer ScienceGenerate a 768-dimensional polymer embedding vector from a SMILES or BigSMILES string using the TransPolymer model.
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Used in these use cases
Customer scenarios that orchestrate this skill end-to-end.