Learning Droplet Wetting from Kinetic Theory: Lattice-Boltzmann-Driven Physics-Informed Neural Networks for Rough Surfaces

Ganesh Sahadeo Meshram, Partha Pratim Chakrabarti, Suman Chakraborty

Open source

DOI
10.1021/acs.langmuir.6c03526
Published
2026-10-14
Container
Langmuir
Publisher
American Chemical Society (ACS)
Open access
unknown

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BibTeX

@article{allodium:10.1021/acs.langmuir.6c03526,
  title = {Learning Droplet
Wetting from Kinetic Theory: Lattice-Boltzmann-Driven
Physics-Informed Neural Networks for Rough Surfaces},
  author = {Ganesh Sahadeo Meshram and Partha Pratim Chakrabarti and Suman Chakraborty},
  year = {2026},
  journal = {Langmuir},
  doi = {10.1021/acs.langmuir.6c03526},
  url = {https://doi.org/10.1021/acs.langmuir.6c03526}
}

RIS

TY  - JOUR
TI  - Learning Droplet
Wetting from Kinetic Theory: Lattice-Boltzmann-Driven
Physics-Informed Neural Networks for Rough Surfaces
AU  - Ganesh Sahadeo Meshram
AU  - Partha Pratim Chakrabarti
AU  - Suman Chakraborty
PY  - 2026
JO  - Langmuir
DO  - 10.1021/acs.langmuir.6c03526
UR  - https://doi.org/10.1021/acs.langmuir.6c03526
ER  - 

APA

Meshram, G. S., Chakrabarti, P. P., & Chakraborty, S. (2026). Learning Droplet Wetting from Kinetic Theory: Lattice-Boltzmann-Driven Physics-Informed Neural Networks for Rough Surfaces. Langmuir. https://doi.org/10.1021/acs.langmuir.6c03526

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