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PreprintLicence not statedChemRxiv

Realistic Simulations of Energy Materials Using Foundation Models and Electrode-Potential Learning

  • Jinwoong Chae1
  • Hyeseung Kim1
  • Kiseop Im1
  • Hyun-Jae Lee1
  • Sojeong Yang1
  • Yang-Jun Lee2,3
  • Jungwoo Choi1
  • Byung Chul Yeo4,5
  • Donghun Kim6,7
  • Ho-Il Ji1,8,9
  • Sang Soo Han1
  • Byungju Lee1,8,9
2 more authors
  • Stefan Ringe10,11
  • Sungwoo Kang1,8,9
11 affiliations
  1. 1Korea Institute of Science and Technology (KIST
  2. 2Department of Physics and Astronomy
  3. 3Seoul National University
  4. 4Department of Energy Resources Engineering
  5. 5Pukyong National University
  6. 6Department of Materials Science and Engineering
  7. 7Korea Advanced Institute of Science and Technology (KAIST
  8. 8KIST School
  9. 9University of Science and Technology (UST
  10. 10Department of Chemistry
  11. 11Korea University
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@misc{chae2026realistic,
  title = {{Realistic Simulations of Energy Materials Using Foundation Models and Electrode-Potential Learning}},
  author = {Jinwoong Chae and Hyeseung Kim and Kiseop Im and Hyun-Jae Lee and Sojeong Yang and Yang-Jun Lee and Jungwoo Choi and Byung Chul Yeo and Donghun Kim and Ho-Il Ji and Sang Soo Han and Byungju Lee and Stefan Ringe and Sungwoo Kang},
  howpublished = {ChemRxiv},
  year = {2026},
  month = aug,
  doi = {10.26434/chemrxiv.15007895/v2},
  url = {https://chemrxiv.org/doi/full/10.26434/chemrxiv.15007895/v2},
}
RIS
TY  - UNPB
TI  - Realistic Simulations of Energy Materials Using Foundation Models and Electrode-Potential Learning
AU  - Jinwoong Chae
AU  - Hyeseung Kim
AU  - Kiseop Im
AU  - Hyun-Jae Lee
AU  - Sojeong Yang
AU  - Yang-Jun Lee
AU  - Jungwoo Choi
AU  - Byung Chul Yeo
AU  - Donghun Kim
AU  - Ho-Il Ji
AU  - Sang Soo Han
AU  - Byungju Lee
AU  - Stefan Ringe
AU  - Sungwoo Kang
PY  - 2026
DA  - 2026/08/31
PB  - ChemRxiv
DO  - 10.26434/chemrxiv.15007895/v2
UR  - https://chemrxiv.org/doi/full/10.26434/chemrxiv.15007895/v2
ER  -