Discovering how ice crystals grow using neural ODEs and symbolic regression

Kara D. Lamb, Jerry Y. Harrington, Alfred M. Moyle, Gwenore F. Pokrifka, Benjamin W. Clouser, Volker Ebert, Ottmar Möhler, Harald Saathoff

Open source

DOI: 10.1126/sciadv.aee6174
Published: 2026-09-25
Container: Science Advances
Publisher: American Association for the Advancement of Science (AAAS)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1126/sciadv.aee6174,
  title = {Discovering how ice crystals grow using neural ODEs and symbolic regression},
  author = {Kara D. Lamb and Jerry Y. Harrington and Alfred M. Moyle and Gwenore F. Pokrifka and Benjamin W. Clouser and Volker Ebert and Ottmar Möhler and Harald Saathoff},
  year = {2026},
  journal = {Science Advances},
  doi = {10.1126/sciadv.aee6174},
  url = {https://doi.org/10.1126/sciadv.aee6174}
}

RIS

TY  - JOUR
TI  - Discovering how ice crystals grow using neural ODEs and symbolic regression
AU  - Kara D. Lamb
AU  - Jerry Y. Harrington
AU  - Alfred M. Moyle
AU  - Gwenore F. Pokrifka
AU  - Benjamin W. Clouser
AU  - Volker Ebert
AU  - Ottmar Möhler
AU  - Harald Saathoff
PY  - 2026
JO  - Science Advances
DO  - 10.1126/sciadv.aee6174
UR  - https://doi.org/10.1126/sciadv.aee6174
ER  -

APA

Lamb, K. D., Harrington, J. Y., Moyle, A. M., Pokrifka, G. F., Clouser, B. W., Ebert, V., Möhler, O., & Saathoff, H. (2026). Discovering how ice crystals grow using neural ODEs and symbolic regression. Science Advances. https://doi.org/10.1126/sciadv.aee6174

Source records

crossref · retrieved 2026-11-10T06:15:10.031Z