PreprintLicence not statedChemRxiv5 Nov 2026

Chemistry-Informed Transfer and Interaction-Resolved Learning Towards Data-Efficient Materials Exploration

Yi-Ru Liu^1,2,3,4
Maher B. Alghalayini^1,2,5
Do-Kyoung Lee^1,2,6,7
Marcus M. Noack^5,2
Larry Lüer^3,4
Christoph J. Brabec^3,4,8
Carolin M. Sutter-Fella^1,2

8 affiliations

¹Molecular Foundry
²Lawrence Berkeley National Laboratory
³Institute of Materials for Electronics and Energy Technology
⁴Friedrich-Alexander University of Erlangen–Nürnberg
⁵Applied Mathematics and Computational Research Division
⁶Nevada Extreme Conditions Laboratory
⁷University of Nevada
⁸High Throughput Methods in Photovoltaics, Forschungszentrum Jülich GmbH

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BibTeX RIS

BibTeX

@misc{liu2026chemistryinformed,
  title = {{Chemistry-Informed Transfer and Interaction-Resolved Learning Towards Data-Efficient Materials Exploration}},
  author = {Yi-Ru Liu and Maher B. Alghalayini and Do-Kyoung Lee and Marcus M. Noack and Larry Lüer and Christoph J. Brabec and Carolin M. Sutter-Fella},
  howpublished = {ChemRxiv},
  year = {2026},
  month = nov,
  doi = {10.26434/chemrxiv.15011757/v1},
  url = {https://chemrxiv.org/doi/full/10.26434/chemrxiv.15011757/v1},
}

RIS

TY  - UNPB
TI  - Chemistry-Informed Transfer and Interaction-Resolved Learning Towards Data-Efficient Materials Exploration
AU  - Yi-Ru Liu
AU  - Maher B. Alghalayini
AU  - Do-Kyoung Lee
AU  - Marcus M. Noack
AU  - Larry Lüer
AU  - Christoph J. Brabec
AU  - Carolin M. Sutter-Fella
PY  - 2026
DA  - 2026/11/05
PB  - ChemRxiv
DO  - 10.26434/chemrxiv.15011757/v1
UR  - https://chemrxiv.org/doi/full/10.26434/chemrxiv.15011757/v1
ER  -

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