Venkat Nemani

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Fault Detection

Tennessee Eastman

Engineering Design

Health Management

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Venkat Nemani, Luca Biggio, Xun Huan, Zhen Hu, Olga Fink, Anh Tran, Yan Wang, Xiaoping Du, Xiaoge Zhang, Chao Hu
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial. CoRR (2023)
Venkat Nemani, Hao Lu, Adam Thelen, Chao Hu, Andrew T. Zimmerman
Ensembles of probabilistic LSTM predictors and correctors for bearing prognostics using industrial standards. Neurocomputing 491 (2022)
Hao Lu, Vahid Barzegar, Venkat Nemani, Chao Hu, Simon Laflamme, Andrew T. Zimmerman
Joint training of a predictor network and a generative adversarial network for time series forecasting: A case study of bearing prognostics. Expert Syst. Appl. 203 (2022)
Sheng Shen, Hao Lu, Mohammadkazem Sadoughi, Chao Hu, Venkat Nemani, Adam Thelen, Keith Webster, Matthew J. Darr, Jeff Sidon, Shawn Kenny
A physics-informed deep learning approach for bearing fault detection. Eng. Appl. Artif. Intell. 103 (2021)
Hao Lu, Vahid Barzegar, Venkat Nemani, Chao Hu, Simon Laflamme, Andrew T. Zimmerman
GAN-LSTM Predictor for Failure Prognostics of Rolling Element Bearings. ICPHM (2021)