[May 2026] Postdoctoral Researcher at the University of Toronto
Published:
I joined the Department of Civil and Mineral Engineering at the University of Toronto as a Postdoctoral Researcher (May 2026 – present).
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[New Paper] Ensemble-based Uncertainty Quantification and Decomposition of Probabilistic Surrogate Models Using Bayesian Neural Networks
Published:
Our paper “Ensemble-based Uncertainty Quantification and Decomposition of Probabilistic Surrogate Models Using Bayesian Neural Networks” has been published in Structural Safety (available online 13 March 2026).
[Mar. 2026] Postdoctoral Researcher at Seoul National University
Published:
I joined the Institute of Construction and Environmental Engineering at Seoul National University as a Postdoctoral Researcher (Mar. 2026 – Apr. 2026).
[New Paper] Unified Hysteresis Modeling via Physics-based Deep Learning and Data Augmentation
Published:
Our paper “Unified Hysteresis Modeling via Physics-based Deep Learning and Data Augmentation” has been published in Earthquake Engineering & Structural Dynamics.
[New Paper] Neural Network–Augmented Physics Models Using Modal Truncation for Dynamic MDOF Systems under Response-Dependent Forces
Published:
Our paper “Neural Network–Augmented Physics Models Using Modal Truncation for Dynamic MDOF Systems under Response-Dependent Forces” has been published in the Journal of Engineering Mechanics.