Material response, computed directly

Physics simulation should inform decisions, not just produce data. We build simulation tools to compute material response to inputs such as electric field, strain, and defects. By computing sensitivities directly, we accelerate development while reducing reliance on large simulation sweeps and long experimental loops.

Built by scientists and engineers focused on practical deployment in semiconductors, chemistry, and advanced materials.

Application areas

We develop response-driven approaches tailored to your R&D priorities.

💻 Semiconductors

Device reliability

Analyze defect response, charge trapping, and field-driven behavior for device reliability and process conditions.

⚡ Energy and storage

Battery and energy materials

Evaluate stability, interfacial behavior, and material response under electrochemical conditions for electrolyte and electrode design.

🧪 Catalysis

Catalytic systems

Study reaction energetics, surface interactions, and sensitivity to operating conditions for heterogeneous and homogeneous catalysis.

➕ Custom

Co-design a simulation strategy

Work with our team to define and deploy simulation strategies tailored to your materials and process challenges.

Built for real materials problems

We develop simulation tools to compute material response to external inputs, with an emphasis on practical use in materials and process development.

This approach enables direct evaluation of material response, rather than relying on repeated simulations.

Who we are

  • • Background in physics, scientific computing, and machine learning
  • • Developed from the ground up with direct control over the underlying physics and computation
  • • Focused on bridging simulation and real-world R&D workflows

Get in touch

Interested in collaborations, pilot projects, or deployments?
Reach us directly at: