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Postdoctoral and PhD positions in machine learni ... (No replies)
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At/Contact : PhD & Postdoctoral research positions are available working with Prof. Chang Woo Myung (Dept. of Chemistry, Chungnam National University; [email protected]), Prof. Geunsik Lee or/and Prof. Kwang S. Kim (Dept. of Chemistry, Ulsan National Institute of Science and Technology (UNIST); [email protected], [email protected]) in Korea.
Field: The aim of this project involves method development and applications of universal first principles potential/forces using sparse Gaussian process regression (SGPR) algorithms [Phys. Rev. B 2021, 103, 214102]. Also, the project aims to apply SGPR for various systems, such as battery materials [J. Phys. Chem. Lett. 2021, 12, 8115] and macromolecular/biological systems [J. Phys. Chem. A 2021, 125, 42, 9414]. Solar cell perovskite materials [Nature 2021, 598, 444; npj Comput. Mater. 2020, 6, 100; J. Phys. Chem. C 2020, 124, 8905], electrocatalysts [J. Mater. Chem. A 2020, 8, 5209; 2021, 9, 9203; Ener. Env. Sci. 2021, 14, 3468;Adv. Ener. Mater. 2021, 11, 2102388], phase transitions [Phys. Rev. Lett. 2022, 128, 045301; J. Phys. Chem. Lett. 2021, 12, 4786; Phys. Rev. E 2019, 99, 022145; Nature 2022, accepted], and multiferroicity [Nat. Commun. 2019, 10, 1; Adv. Mater. 2021, 33, 2101981] are also being developed with DFT calculations, MD simulations and Machine learning. The successful candidate may also work in an active international research environment (Europe & US).
Job description: The postdoctoral research position is a one-year position (can be extended be up to 5 years), with the appointment usually made for one year and renewed upon mutual agreement. The position is available immediately and applications will be taken into consideration until the position is filled. Both postdoctoral research and PhD positions are fully funded by the National Research Foundation of Korea.
The successful candidate should demonstrate a high research capacity in CV along with
Perspective: The investigator would be a pioneering developer of accurate machine learning potentials and materials design for energy conversion and data storage/manipulation.
Salary: Commensurate with scientific capacity
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