Abantika Ghosh

CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems

Anuj Karpatne, Wei-Cheng Lee, Jie Bu, 2020, ACM Trans. Intell. Syst. Technol..

Learning Physics-guided Neural Networks with Competing Physics Loss: A Summary of Results in Solving Eigenvalue Problems

Anuj Karpatne, Jie Bu, Mohannad Elhamod, 2021, AAAI Spring Symposium: MLPS.

Machine Learning-Based Diffractive Image Analysis with Subwavelength Resolution

William P. Wardley, Viktor A. Podolskiy, Anatoly V. Zayats, 2021, ACS Photonics.

Diffractive Characterization of Sub-wavelength Objects with Machine Learning

William P. Wardley, V. Podolskiy, A. Zayats, 2021, Conference on Lasers and Electro-Optics.

Machine Learning-Based Diffractive Imaging with Subwavelength Resolution

William P. Wardley, Viktor A. Podolskiy, Abantika Ghosh, 2020, 2020 Conference on Lasers and Electro-Optics (CLEO).

Physics‐Informed Machine Learning for Optical Modes in Composites

A. Karpatne, V. Podolskiy, Jie Bu, 2021, Advanced Photonics Research.