![[May 2026] Postdoctoral Researcher at the University of Toronto](https://JaehwanJeon.github.io/images/posts/2026-05-01-postdoc-uoft/cover.png)
[May 2026] Postdoctoral Researcher at the University of Toronto
I joined the Department of Civil and Mineral Engineering at the University of Toronto as a Postdoctoral Researcher (May 2026 – present).
Blog posts
2026
![[New Paper] Ensemble-based Uncertainty Quantification and Decomposition of Probabilistic Surrogate Models Using Bayesian Neural Networks](https://JaehwanJeon.github.io/images/posts/2026-03-13-strusafe-ensemble-uq/cover.png)
[New Paper] Ensemble-based Uncertainty Quantification and Decomposition of Probabilistic Surrogate Models Using Bayesian Neural Networks
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
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
Our paper “Unified Hysteresis Modeling via Physics-based Deep Learning and Data Augmentation” has been published in Earthquake Engineering & Structural Dynamics.
2025
[New Paper] Neural Network–Augmented Physics Models Using Modal Truncation for Dynamic MDOF Systems under Response-Dependent Forces
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.