2 papers
physics.optics2019
Machine Learning Enabled Lineshape Analysis in Optical Two-Dimensional Coherent Spectroscopy
Srikanth Namuduri, Michael Titze, Shekhar Bhansali +1
Optical two-dimensional (2D) coherent spectroscopy excels in studying coupling and dynamics in complex systems. The dynamical information can be learned from lineshape analysis to…
stat.ME2019
Quantum Generalized Linear Models
Colleen M. Farrelly, Srikanth Namuduri, Uchenna Chukwu
Generalized linear models (GLM) are link function based statistical models. Many supervised learning algorithms are extensions of GLMs and have link functions built into the algori…