Flow diagram of material Z classification with transfer learning. The bare material is defined as the source domain, while the coated material is defined as the target domain. (IMAGE)

Nuclear Science and Techniques

Flow diagram of material Z classification with transfer learning. The bare material is defined as the source domain, while the coated material is defined as the target domain.

Caption

As a critical deep learning strategy, transfer learning enables knowledge learned from one domain (the source domain) to be transferred to another related domain (the target domain), effectively mitigating the problem of limited labeled data in the target domain.

Credit

Liang-Wen Chen

Usage Restrictions

Credit must be given to the creator. Only noncommercial uses of the work are permitted.

License

CC BY-NC

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.