How Astra Vida Works
A hybrid pipeline combining quantum simulation and AI models to streamline and accelerate drug discovery.
1. Molecular Modeling
Define atomic structure and simulate target molecules using quantum chemistry principles (e.g. Hamiltonians).
2. Quantum Simulation
Simulate quantum circuits to estimate molecular energy levels and binding efficiency using platforms like PennyLane.
3. AI-Based Prediction
Use machine learning models to analyze simulation outputs and rank candidate molecules by efficacy and toxicity.
4. Validation & Rediscovery
Rediscover known drugs as a proof of concept and validate accuracy by comparing against experimental results.
Pipeline Flow Diagram
