Venkat Nemani

According to our database, Venkat Nemani authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial.

Venkat Nemani, Luca Biggio, Xun Huan, Zhen Hu, Olga Fink, Anh Tran, Yan Wang, Xiaoping Du, Xiaoge Zhang, Chao Hu

CoRR, 2023

2022

Ensembles of probabilistic LSTM predictors and correctors for bearing prognostics using industrial standards.

Venkat Nemani, Hao Lu, Adam Thelen, Chao Hu, Andrew T. Zimmerman

Neurocomputing, 2022

Joint training of a predictor network and a generative adversarial network for time series forecasting: A case study of bearing prognostics.

Hao Lu, Vahid Barzegar, Venkat Nemani, Chao Hu, Simon Laflamme, Andrew T. Zimmerman

Expert Syst. Appl., 2022

2021

A physics-informed deep learning approach for bearing fault detection.

Sheng Shen, Hao Lu, Mohammadkazem Sadoughi, Chao Hu, Venkat Nemani, Adam Thelen, Keith Webster, Matthew J. Darr, Jeff Sidon, Shawn Kenny

Eng. Appl. Artif. Intell., 2021

GAN-LSTM Predictor for Failure Prognostics of Rolling Element Bearings.

Hao Lu, Vahid Barzegar, Venkat Nemani, Chao Hu, Simon Laflamme, Andrew T. Zimmerman

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021