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Peer-reviewedLicence not statedJournal of Molecular Liquids

SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models

  • Sayeedul Islam Sheikh1
  • V. Subhasree Navya1
  • Riya Sharma1
  • Sudip Roy2
  • Jayant Kumar Singh1,3,2
  1. 1Department of Chemical Engineering, Indian Institute of Technology, Kanpur, 208016, Uttar Pradesh, India
  2. 2Prescience Insilico Private Limited, Surya Office Space, 72/12, Nallurahalli Main Rd, Whitefield, Bengaluru, 560066, Karnataka, India
  3. 3Jeet Bindra AI in Engineering Science Lab, Indian Institute of Technology, Kanpur, 208016, Uttar Pradesh, India
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Cite

BibTeXRIS
BibTeX
@article{sheikh2026surfgen,
  title = {{SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models}},
  author = {Sayeedul Islam Sheikh and V. Subhasree Navya and Riya Sharma and Sudip Roy and Jayant Kumar Singh},
  journal = {Journal of Molecular Liquids},
  year = {2026},
  month = aug,
  doi = {10.1016/j.molliq.2026.129886},
  url = {https://arxiv.org/abs/2512.03090},
}
RIS
TY  - JOUR
TI  - SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models
AU  - Sayeedul Islam Sheikh
AU  - V. Subhasree Navya
AU  - Riya Sharma
AU  - Sudip Roy
AU  - Jayant Kumar Singh
PY  - 2026
DA  - 2026/08/20
JO  - Journal of Molecular Liquids
DO  - 10.1016/j.molliq.2026.129886
UR  - https://arxiv.org/abs/2512.03090
SN  - 0167-7322
SN  - 1873-3166
ER  -