We discover advanced materials using computational physics and machine learning. Our platform screens thousands of candidates in days — not years.
The Platform
Computational Screening
First-principles simulations at scale
Machine Learning
Pattern recognition across thousands of compounds
Experimental Validation
If the math works, we build it
The Problem
Energy supply can't keep up. The grid is the bottleneck. Better materials are the answer.
Focus Areas
Energy Materials
Next-generation conductors for power infrastructure and grid systems
Thermal Systems
High-efficiency thermoelectric devices for waste heat recovery
Computational Tools
AI-driven screening pipelines and neural network potentials
Founded in Houston, Texas. Built on first-principles physics, validated by experiment. We believe the next generation of energy materials can be discovered computationally — and we're proving it.
Home of the Quantum Armadillo