QuantumCURE Pro™ — Quantum-Enhanced Drug Discovery for Everyone

A New Way to Discover Medicines

QuantumCURE Pro is a next-generation drug discovery platform that blends quantum entropy, advanced AI, and high-speed molecular docking to uncover drug candidates faster and at a fraction of traditional cost.

Built line-by-line in Oklahoma City by Mansour Ansari, QuantumCURE Pro is designed to give researchers, universities, biotech startups, and citizen-scientists access to tools once reserved for large pharmaceutical companies.

How It Works

QuantumCURE Pro™ runs massive virtual screens of chemical compounds through a multi-stage discovery pipeline:

Quantum-Seeded Docking
Using QRNG (Quantum Random Number Generator) entropy, the engine explores chemical space more deeply than classical methods.
Scoring & Filtering
Each compound receives binding affinity, IC50 estimation, Lab-Ready Score, toxicity prediction, and Van der Waals analysis.
Quantum Glyph Signatures
Every simulation produces a unique “quantum glyph” a symbolic fingerprint of the entropy-driven exploration path. These glyphs will later be used by advanced AI (GANN) to refine and classify the Golden List.
Multi-Omics Integration
High-potential compounds can be analyzed using transcriptomics and proteomics data to rank biological relevance.
The Golden List
A continuously growing collection of the most promising, lab-ready drug candidates, including unexpected repurposing hits.

Real Results, Real Validation

In fewer than 500,000 compounds screened, QuantumCURE Pro™ has already:

Rediscovered FDA-approved drugs such as omeprazole, ibuprofen, naproxen, acetaminophen, and caffeine as potential EGFR binders.
Successfully reproduced identical binding scores across runs while generating unique quantum glyphs, confirming that results are biologically meaningful, not noise.
Identified non-obvious repurposing opportunities that could dramatically shorten clinical timelines.

This is early, but it’s real , and growing.

Why It Matters to the world

Traditional drug discovery is slow and expensive. QuantumCURE Pro changes that.

Faster exploration with quantum entropy and strong-seeded PRNG for comparison
Lower cost than the $100,000-plus enterprise licenses charged by competitors like Schrödinger.
Scalable from a single workstation to multi-GPU clusters
Accessible to independent researchers and small labs
Ready for the future with D-Wave annealing integration, IonQ and Google Quantum system and symbolic AI extensions

QuantumCURE Pro is not just another docking tool. It’s a quantum-driven discovery engine designed to empower anyone with curiosity, passion, and purpose.

ENTROPY ENGINE (QRNG + ANNEALING) & PRNG COMPARISON

Why Entropy Matters

Typical docking platforms (Schrödinger, etc.) rely on high-quality PRNGs to explore conformational space. That’s fine, but it means:

The search is ultimately driven by algorithmic randomness
Multiple runs often revisit the same basins of attraction
Redundant poses and similar solutions are common

QuantumCURE Pro adds a second dimension:

QRNG Mode – entropy from real quantum events (photon detections, collapse events). This introduces:
- Non-algorithmic randomness
- Different sampling of pose space
- The ability to tag hits as QRNG-derived vs PRNG-derived
Annealing Mode – seeds derived from D-Wave QUBO runs, where the system samples from a physical energy landscape. Those samples are converted into:
- Entropy packets
- Seed sequences for docking exploration
- Symbolic glyphs for pattern tracking

Over time, you can ask questions like:

“Which scaffolds only appear as hits under QRNG or annealing seeds?”
“Do certain targets respond better to certain entropy profiles?”

This is what I call Entropy-Aware Lead Discovery: not just running more simulations, but understanding which entropy source brought which compound to the surface.

Built With Purpose

This project began as one man’s mission to become useful in his golden years and evolved into a full quantum-enhanced drug discovery platform. Every line of code, every experiment, and every breakthrough has been built with the belief that a better medicine may come from outside today’s traditional system. QuantumCURE Pro is that possibility, automated, scalable, and built for the world.

Disclaimer

All findings shown on this website are computational predictions only and do not indicate clinical efficacy.
All proprietary algorithms, entropy methods, and glyph systems remain confidential.

Website: https://citizenscientist.org/