Lavoisier Labs

Solutions

Energy & batteries

Electrolyte formulation, thermal stability, and process scale-up with transparent uncertainty.

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The industry problem

Electrolyte and energy-materials work combines tight thermal/safety constraints with expensive experiments and unforgiving scale-up.

What Lavoisier does here

  • Formulation search under thermal stability constraints

  • Uncertainty-aware property prediction

  • Process scale-up modelling in Studio Pro

  • Human-in-the-loop for safety-critical decisions

Example workflow

Define electrolyte or materials targets, screen candidates with confidence flags, then model process conditions before pilot plant.

Relevant regulations

Transport, safety, and regional chemical control frameworks.