Researchers have developed a multi-fidelity framework for lithium-ion battery lifespan prediction that combines coupled ...

Lithium-ion batteries have become the quiet workhorses of the energy transition, but the way they are designed and tested has long been slow, expensive, and heavily empirical. Machine learning is now ...

Researchers have developed an integrated framework for estimating battery state of health, or SOH, by combining incremental ...

Scientists have developed a machine learning method that could dramatically slash the cost and energy required to develop new lithium-ion batteries that the modern world is becoming increasingly ...