Schematic illustration of computation-guided and machine learning (ML)-assisted inorganic materials synthesis. (IMAGE)

Science China Press

Schematic illustration of computation-guided and machine learning (ML)-assisted inorganic materials synthesis.

Caption

The diagram illustrates the interplay among data acquisition, machine learning, and experiment synthesis. Physical models such as thermodynamics and kinetics can be integrated into ML models as expert knowledge, effectively improving model performance and interpretability.

Credit

©Science China Press

Usage Restrictions

Use with credit.

License

Original content

Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.