Venkat Pavan Nemani

A physics-informed deep learning approach for bearing fault detection

Sheng Shen, Hao Lü, Mohammadkazem Sadoughi et al. · Engineering Applications of Artificial Intelligence · 2021 · 239 citations

Fault Diagnosis, Engineering, Machine Learning +4

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial

Venkat Pavan Nemani, Luca Biggio, Xun Huan et al. · Mechanical Systems and Signal Processing · 2023 · 163 citations · Full text

Engineering Design, Uncertainty Management, Engineering +12

Physics-based prognostics of implantable-grade lithium-ion battery for remaining useful life prediction

Yu Hui Lui, Meng Li, Austin Downey et al. · Journal of Power Sources · 2020 · 130 citations

Electric Battery, Electrical Engineering, Engineering +9

Multi-objective geometric optimization of a PCM based matrix type composite heat sink

R. Srikanth, Venkat Pavan Nemani, C. Balaji · Applied Energy · 2015 · 93 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +7

A physics-informed feature weighting method for bearing fault diagnostics

Hao Lü, Venkat Pavan Nemani, Vahid Barzegar et al. · Mechanical Systems and Signal Processing · 2023 · 66 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +8