Zobrazeno 1 - 10
of 201
pro vyhledávání: '"Kang, Sungwoo"'
Autor:
Kang, Sungwoo
Graph neural network interatomic potentials (GNN-IPs) are gaining significant attention due to their capability of learning from large datasets. Specifically, universal interatomic potentials based on GNN, usually trained with crystal geometries, oft
Externí odkaz:
http://arxiv.org/abs/2405.00290
Autor:
Kang, Sungwoo, Kim, Jong-Kook
Despite the efficient market hypothesis, many studies suggest the existence of inefficiencies in the stock market leading to the development of techniques to gain above-market returns. Systematic trading has undergone significant advances in recent d
Externí odkaz:
http://arxiv.org/abs/2304.14870
Autor:
Kang, Sungwoo1, Jung, Seungmin2 seungminj@uos.ac.kr, Lee, Dongwon1, Jang, Gilsoo1 gjang@korea.ac.kr
Publikováno v:
Scientific Reports. 9/2/2024, Vol. 14 Issue 1, p1-16. 16p.
Oblong-shaped piezoelectric ultrasound energy harvester for high-performance wireless power charging
Publikováno v:
In Nano Energy July 2024 126
Autor:
Cha, Junsang, Han, Changhee, Song, Sungyoon, Kang, Sungwoo, Lee, Dongwon, Chang, Minhyeok, Jang, Gilsoo
Publikováno v:
In Sustainable Energy, Grids and Networks June 2024 38
Publikováno v:
npj Comput. Mater. 8, 108 (2022)
The discovery of new multicomponent inorganic compounds can provide direct solutions to many scientific and engineering challenges, yet the vast size of the uncharted material space dwarfs current synthesis throughput. While the computational crystal
Externí odkaz:
http://arxiv.org/abs/2107.02594
Publikováno v:
In Neurobiology of Aging February 2024 134:57-65
Autor:
Hong, Changho, Choi, Jeong Min, Jeong, Wonseok, Kang, Sungwoo, Ju, Suyeon, Lee, Kyeongpung, Jung, Jisu, Youn, Yong, Han, Seungwu
Publikováno v:
Phys. Rev. B 102, 224104 (2020)
Prediction of the stable crystal structure for multinary (ternary or higher) compounds with unexplored compositions demands fast and accurate evaluation of free energies in exploring the vast configurational space. The machine-learning potential such
Externí odkaz:
http://arxiv.org/abs/2008.07786
Publikováno v:
In Ultrasonics September 2023 134
Publikováno v:
In Electric Power Systems Research August 2023 221