The lab that never
sleeps.
It hypothesises, simulates, validates and learns millions of times a day. Scroll to watch a discovery happen.
candidate structures sit unexplored in every scientific domain, far beyond what any human team will ever screen.
Two minds. One loop.
It writes the science.
Generates novel, falsifiable hypotheses grounded in domain knowledge, and compiles each into a formal experiment specification.
It runs the physics.
A physics-aware model predicting formation energy, bandgap and more in milliseconds, with every prediction carrying a calibrated uncertainty score.
HYPOTHESISE → SIMULATE → LEARN · A CLOSED LOOP THAT NEVER STOPS
Watch a
discovery
happen.
Thousands of candidates enter the funnel. Only the validated few reach the bottom. Keep scrolling. Each pass makes the engine smarter.
- 01Define
You set the target: domain, property envelope, performance threshold.
- 02Hypothesise
The LLM writes falsifiable hypotheses and compiles them into formal experiment specifications.
- 03Simulate
The LQM screens thousands of candidate structures in parallel, at millisecond speed per structure.
- 04Validate
Uncertain predictions escalate to an exact DFT oracle, and the model retrains on the results.
- 05Deliver
A ranked, confidence-scored discovery report, ready for experimental handoff.
NexCon-03
Already discovering next-generation compound semiconductors: formation energy, bandgap, dopant energetics and synthesisability, evaluated autonomously.
See the full roadmapOne architecture.
Many frontiers.
Built alongside the best.
