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06/15/2022
Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain
Compared to current AI or robotic systems, humans navigate their environ...
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06/15/2022
Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis
Prognostics aid in the longevity of fielded systems or products. Quantif...
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12/03/2021
Semantic Map Injected GAN Training for Image-to-Image Translation
Image-to-image translation is the recent trend to transform images from ...
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10/27/2021
Fuzzy Generative Adversarial Networks
Generative Adversarial Networks (GANs) are well-known tools for data gen...
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03/03/2021
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures
Variable-density cellular structures can overcome connectivity and manuf...
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12/08/2020
Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters
This paper proposes a multi-sensor based approach to detect, track, and ...
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04/17/2020
Identifying Weakly Connected Subsystems in Building Energy Model for Effective Load Estimation in Presence of Parametric Uncertainty
It is necessary to estimate the expected energy usage of a building to d...
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03/22/2020
Interpretable machine learning models: a physics-based view
To understand changes in physical systems and facilitate decisions, expl...
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03/04/2020
