Heuristic scoring + classical Monte CarloRUO

Drug Side-Effect Research Platform

Simulate side effects, analyze compound interactions, and check compliance — all in your browser.Heuristic scoring with a classical Monte Carlo spread; sensitive inputs sealed with ML-KEM-768.

Side-Effect Simulator in the Q-Bio Genesis web app: overall risk score and 5-axis toxicity radar for aspirin
Side-Effect Simulator — aspirin, heuristic 5-axis screen with a classical Monte Carlo spread
5,242,880
Sobol QMC points (classical)
5-Axis
5-Axis Toxicity
10+
Compound Analysis
24 h
Literature feed refresh

Comprehensive Drug Intelligence

Six research modules (heuristic scoring + classical Monte Carlo)

Core

5-Axis QMC Side-Effect Simulation

Heuristic 5-axis screen (hepatotoxicity, cardiotoxicity, mutagenicity, neurotoxicity, immunotoxicity) from SMILES structure and alerts, with a classical Monte Carlo spread (scrambled Sobol quasi-Monte-Carlo, 5,242,880 points; no quantum computation).

Multi

Multi-Compound CYP450 Analyzer

Analyze up to 10 compounds simultaneously for CYP450 enzyme interactions and drug-drug interaction warnings.

Visual

Chemical Stability Analysis

Storage-condition stability heuristic (temperature, humidity, vibration, pressure, UV).Illustrative only — not a measured degradation or half-life model.

Literature

Bio-Sentinel Intelligence

Keyword searches of PubMed, Crossref and arXiv every 24 hours for papers on drug interactions and toxicity.Each result links to its DOI.

Security

Post-quantum input sealing

Sensitive inputs are sealed in the browser with ML-KEM-768 (FIPS 203 algorithm) + AES-256-GCM.Not a CMVP-validated module; FIPS 204/205 signatures are not implemented.

Data

PubChem Integration

Direct integration with PubChem database for instant compound lookup and molecular property retrieval.

Start Simulating Today

Screen compounds with transparent heuristics — research use only.

Q-Bio Genesis is a research simulation tool for academic and pharmaceutical research use only.Not a medical device.Not for clinical diagnosis, treatment, or prescribing decisions.All results are mathematical simulations.