Smriti Sharma
Research Scholar · Indian Institute of Technology Mandi
https://researchid.co/smritid17007
@iitmandi.ac.in
12Scopus Publications
285Google Scholar Citations
7Google Scholar h-index
5Google Scholar i10-index
Research Interests
Structural Health Monitoring(SHM), Artificial Intelligence, Machine Learning, Deep Learning, FE updating, Environmental effects, Damage detection and localization
Education
Ph.D.: Indian Institute of Technology Mandi
Recent Scopus Publications
- Integrated damage detection and time-series data augmentation for floating offshore mooring systems via variational semi-supervised learning
- Integrating DL-based surrogate within an Interacting Particle Ensemble Kalman Filtering framework for computationally efficient condition monitoring of FOWT moorings
- Condition monitoring of mooring systems for Floating Offshore Wind Turbines using Convolutional Neural Network framework coupled with Autoregressive coefficients
- Monitoring Mooring Lines of Floating Offshore Wind Turbines: Autoregressive Coefficients and Stacked Auto-Associative-Deep Neural Networks
- Real-time structural damage assessment using LSTM networks: regression and classification approaches
Links
- ORCID https://orcid.org/0000-0001-7340-6982
- Google Scholar https://scholar.google.com/citations?user=KZbhJv0AAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=57210562245
- Personal Weblink https://i4siitmandi.com