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Battery Materials Discovery

Designing materials for safer, faster, longer-lasting batteries.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

Focus Areas

Cathodes, anodes, solid electrolytes

Interfaces: SEI/CEI and morphology

Screening: computation and robotics

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Example

Example: Solid Electrolyte Screening

Compute ion transport metrics.

Prototype promising candidates.

Validate cycling stability.

Frequently asked questions

Energy vs power?

Trade-offs in materials choices.

Safety?

Thermal runaway prevention.

Fast charge?

Li+ transport and SEI stability.

Solid-state?

Ceramics/polymers challenges.

Silicon anodes?

Volume change management.

Sodium?

Abundance with lower energy.

Analytics?

In situ/operando tools.

Models?

Data-driven and physics-informed.

Recycling?

Closed loops and purity.

Outlook?

Autonomous discovery labs.

Try it live

Everything above runs in your browser — open Reaction-Diffusion and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Reaction-Diffusion simulation

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