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Working on a hard battery inference problem?

ARTIPhy may be able to help you if you need to:

• Parameterise a physics-based battery model from limited data
• Reduce cell characterisation time
• Infer hidden internal states from current, voltage and temperature
• Understand degradation mechanisms and ageing trajectories
• Assess safety-relevant indicators such as lithium-plating risk
• Decide which experiment will be most informative

Bring us a challenge statement. We'll help you decide whether physics-based inference can move it forward.