Active Learning‐Guided Accelerated Discovery of Ultra‐Efficient High‐Entropy Thermoelectrics (Adv. Mater. 10/2026)
Active Learning In their Research Article (DOI: 10.1002/adma.202515054), Min-Wook Oh, Yeon Sik Jung, YongJoo Kim, and co-workers accelerate the discovery of high-entropy chalcogenides with zT > 2 via active learning. The framework pinpoints top materials in only 80 experiments out of 16 206 candidates (< 0.5% of the design space).
Authors
- won bo Lee
- Hanhwi Jang (ORCID: https://orcid.org/0000-0003-1628-4522)
- Y. Kim
- W. Lee
- Hosun Shin
- Min-Wook Oh
- Yeon Sik Jung
- Sohyang Cha
- Hwa‐Jung Kim
Institutions
- Seoul National University (KR)
- Hanbat National University (KR)
- Korea Advanced Institute of Science and Technology (KR)
- Korea University (KR)
- Korea Research Institute of Standards and Science (KR)
Publication Details
- Journal
- Advanced Materials
- Published
- 2026-02-01
- DOI
- https://doi.org/10.1002/adma.72275
- Primary Topic
- Advanced Thermoelectric Materials and Devices
- Type
- article
- Field-Weighted Citation Impact
- 0.00