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03/31/2022
When Artificial Parameter Evolution Gets Real: Particle Filtering for Time-Varying Parameter Estimation in Deterministic Dynamical Systems
Estimating and quantifying uncertainty in unknown system parameters from...
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07/21/2021
Identification of Tissue Optical Properties During Thermal Laser-Tissue Interactions: Approach and Preliminary Evaluation
In this paper, we propose a computational framework to estimate the phys...
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01/21/2021
Fourier Series-Based Approximation of Time-Varying Parameters Using the Ensemble Kalman Filter
In this work, we propose a Fourier series-based approximation method usi...
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07/10/2020
Analyzing the Effects of Observation Function Selection in Ensemble Kalman Filtering for Epidemic Models
The Ensemble Kalman Filter (EnKF) is a Bayesian filtering algorithm util...
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10/22/2017