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- Title
Accelerated Discovery of Advanced Thermoelectric Materials via Transfer Learning (Adv. Energy Mater. 23/2023).
- Authors
Li, Mengke; Yuan, Hongmei; Luo, Yufeng; Ma, Xiaoyi; Liu, Huijun; Jiang, Wentao; Fang, Ying
- Abstract
Bandgap, figure-of-merit, high-throughput screening, thermoelectric materials, transfer learning Accelerated Discovery of Advanced Thermoelectric Materials via Transfer Learning (Adv. Keywords: bandgap; figure-of-merit; high-throughput screening; thermoelectric materials; transfer learning EN bandgap figure-of-merit high-throughput screening thermoelectric materials transfer learning 1 1 1 06/20/23 20230616 NES 230616 B Thermoelectrics b In article 2300049, Huijun Liu, Ying Fang, and co-workers leverage the knowledge from a pre-training on electronic bandgaps to propose a transfer learning strategy that allows ready and accurate predictions of the I ZT i values of any candidate materials at arbitrary temperature, which is very beneficial for the accelerated discovery of advanced thermoelectric materials.
- Subjects
THERMOELECTRIC materials; HIGH throughput screening (Drug development)
- Publication
Advanced Energy Materials, 2023, Vol 13, Issue 23, p1
- ISSN
1614-6832
- Publication type
Article
- DOI
10.1002/aenm.202370099