Ren, B., Krasnoff, E., Bhat, D., Bhattacharya, D., Chan, I., Kiran, A., & Rafailovich, M. (2026). Investigating the impact of bidispersity on spin-coated polystyrene thin films using machine learning. MRS Communications, 16(4), 972–983.
doi:10.1557/s43579-026-00956-5 · ChemRxiv preprint (200+ downloads) · Project page →
Bhat, D., Krasnoff, E., & Yung, H. H. J. (2025). Investigating the Ethics of Machine Learning-Aided Treatment Planning and Early Detection of Neurodegenerative Diseases. The Journal of Ethics in Science & Technological Innovations, III, 88–102.
PDF · Project page →
Presentations
Krasnoff, E. (2025, March 20). Evaluation of AI models for accuracy in the prediction of film thickness in polydisperse polymer films [Oral presentation (virtual)]. American Physical Society Global Physics Summit, Anaheim, CA, USA.
APS abstract
Krasnoff, E., Bhat, D., Bhattacharya, D., Chan, I., Kiran, A., Ren, B., Rafailovich, M. (2024, December 4). Assessing the Impact of Polydispersity on the Thickness of Polystyrene Thin Films to Adapt a Monodisperse Polystyrene Machine Learning Model [Oral presentation]. Materials Research Society Fall Meeting, Boston, MA, USA.
MRS abstract
Ren, B., Bordia, A., Deng, C., Krasnoff, E., Liang, L., Setia, M., Katevatis, Z., Mahmoud, A., Sloutski, A., Wong, R., Luo, H., Fu, S., Feng, K. C., Walker, S., Manders, T., Cymerman, J., Rafailovich, M. (2024, December 3). Using Hydrogels to Achieve an Antibacterial, Injectable and Retrievable Drug Delivery Vehicle for Dental Regeneration [Poster presentation]. Materials Research Society Fall Meeting, Boston, MA, USA.
MRS abstract · Project page →
Patents
Krasnoff, E. (2021). Devices and methods for dispersing insects (U.S. Application No. 17/226,876). U.S. Patent and Trademark Office.
Google Patents · Project page → Application was abandoned because of maintenance costs.