Umang Goswami

In situ detection of live-to-dead bacteria ratio after inactivation by means of synchronous fluorescence and PCA

Runze Li, Umang Goswami, Maria D. King et al. · Proceedings of the National Academy of Sciences · 2018 · 47 citations · Full text

Pathogen Detection, Synchronous Fluorescence, Bioprocess Monitoring +18

Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders

Umang Goswami, Jyoti Rani, Hariprasad Kodamana et al. · Journal of the Franklin Institute · 2023 · 18 citations · Full text

Structural interplay of anesthetics and paralytics on muscle nicotinic receptors

Umang Goswami, MD Rahman, Jinfeng Teng et al. · Nature Communications · 2023 · 13 citations · Full text

Variance-capturing forward-forward autoencoder (VFFAE): A forward learning neural network for fault detection and isolation of process data

Deepak Kumar, Umang Goswami, Hariprasad Kodamana et al. · Process Safety and Environmental Protection · 2023 · 13 citations

Reconstruction error‐based fault detection of time series process data using generative adversarial auto‐encoders

Jyoti Rani, Umang Goswami, Hariprasad Kodamana et al. · The Canadian Journal of Chemical Engineering · 2023 · 11 citations