Mr. Nitin Nagesh Kulkarni Profile

Nitin Nagesh Kulkarni

at Univ of Massachusetts Lowell

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Publications (3)

Proceedings Article | 9 May 2024 Presentation + Paper

Infrared-based point cloud reconstruction for heat loss detection in a virtual reality environment

Nitin Nagesh Kulkarni, Lorenzo Peretto, Fabio Bottalico, Christopher Niezrecki, Alessandro Sabato

Proceedings Volume 12952, 1295206 (2024) https://doi.org/10.1117/12.3009908

KEYWORDS: Virtual reality, Point clouds, Inspection, Infrared imaging, Unmanned aerial vehicles, Infrared cameras, 3D modeling, Infrared radiation, Thermography, Structural health monitoring

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Proceedings Article | 9 May 2024 Presentation + Paper

Parametric study on the accuracy of full-field reconstruction from sparse measurements using autoencoders

Nitin Nagesh Kulkarni, Alessandro Sabato

Proceedings Volume 12951, 1295126 (2024) https://doi.org/10.1117/12.3009904

KEYWORDS: Data modeling, Education and training, Machine learning, Finite element methods, Artificial neural networks, Nondestructive evaluation, Thermal modeling, Performance modeling, Feature extraction, Deep learning

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Proceedings Article | 25 April 2023 Presentation + Paper

Time-inferred autoencoder for learning and adapting to changes in a dynamic system in the presence of noise

Nitin Nagesh Kulkarni, Alessandro Sabato

Proceedings Volume 12488, 124881C (2023) https://doi.org/10.1117/12.2657314

KEYWORDS: Machine learning, Education and training, Video, Signal attenuation, Data modeling, Structural health monitoring, Dynamical systems, Vibration, Interference (communication), Video processing

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