Browsing University of Waterloo by Subject "uncertainty quantification"
Now showing items 1-4 of 4
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On the Techniques for Efficient Sampling, Uncertainty Quantification and Robust Control of Stochastic Multiscale Systems
(University of Waterloo, 2020-08-25)In order to better understand and leverage natural phenomena to design materials and devices (e.g. biomedical coatings, catalytic reactors, thin conductive films for microprocessors, etc.), stochastic multiscale models ... -
Predicting Sea Ice Concentration with Calibrated Uncertainty Quantification using Passive Microwave and Reanalysis Data
(University of Waterloo, 2022-08-31)The adoption of deep learning (DL) techniques in the domain of remote sensing, and specifically sea ice concentration (SIC) prediction, using passive microwave (PM) data and atmospheric climate data has seen a growing ... -
A probabilistic approach to vibration-based modal identification using mobile sensors
(University of Waterloo, 2019-10-08)Vibration-based modal identification is the process of analyzing vibration measurements in order to identify the modal properties of the structure, namely the modal frequencies, damping ratios, and mode shapes. The quality ... -
Self-Localization for Autonomous Driving Using Vector Maps and Multi-Modal Odometry
(University of Waterloo, 2023-04-05)One of the fundamental requirements in automated driving is having accurate vehicle localization. It is because different modules such as motion planning and control require accurate location and heading of the ego-vehicle ...