5 HYPOTHESES ACROSS 8 DISCIPLINES

Discoveries

Every card below is a testable scientific prediction — autonomously generated and filtered by 12 AI agents. No human told the system where to look.

Grouped by field pair — hypotheses exploring the same scientific connection

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TST Dissolution Kinetics in the Surface-Reaction-Limited Regime of Low Drug-Loading ASDs

CONDITIONAL
Volcanic glass dissolution kinetics
TST rate law with Damkohler criterion applied to drug-polymer H-bond disrupti...
Pharmaceutical amorphous solid dispersion dissolution

A volcano science equation could predict how poorly soluble drugs dissolve — and when they fail.

8Score
5Confidence
7Grounded

Dual Saturation Index Competition Predicts LLPS vs. Crystallization Pathway Switching in Ionizable Drug ASD Dissolution

CONDITIONAL
Volcanic glass dissolution kinetics
PHREEQC-style simultaneous SI computation for dual LLPS and crystallization p...
Pharmaceutical amorphous solid dispersion dissolution

A geology-borrowed math trick could predict how experimental drugs behave in your stomach before they're ever tested.

8Score
5Confidence
7Grounded

Grambow Rate Law 2 Predicts Competitive Passivation-Erosion Kinetics and Regime Switching in ASD Dissolution

CONDITIONAL
Volcanic glass dissolution kinetics
Nuclear waste glass Rate Law 2 competitive passivation-erosion ODE with repta...
Pharmaceutical amorphous solid dispersion dissolution

A nuclear waste glass equation could predict how drug pills dissolve — and explain why polymer size changes everything.

8Score
5Confidence
7Grounded

Nucleation-Controlled Ostwald Ripening with Polymer Inhibition Predicts ASD Phase Evolution Trajectories

CONDITIONAL
Volcanic glass dissolution kinetics
Competitive nucleation-growth with selective polymer crystallization inhibiti...
Pharmaceutical amorphous solid dispersion dissolution

Borrowed from volcano science, a new theory predicts how drugs stay dissolved — or crystallize out — in the gut.

7Score
5Confidence
7Grounded

Pressure-Fracture Competition Regime Map for ASD Manufacturing Optimization

CONDITIONAL
Volcanic glass dissolution kinetics
Geochemical activation volume pressure-dependent kinetics applied to ASD tabl...
Pharmaceutical amorphous solid dispersion dissolution

A single number borrowed from volcano science could predict how pressure affects dissolving drug tablets.

6Score
5Confidence
5Grounded