Publications

Henry Yuchi, V. Roshan Joseph, C. F. Jeff Wu (2023). Design and Analysis of Multi-Fidelity Finite Element Simulations. Journal of Mechanical Design.

Yi Ji, Henry Shaowu Yuchi, Derek Soeder, J.-F. Paquet, Steffen A. Bass, V. Roshan Joseph, C. F. Jeff Wu, Simon Mak (2022). Multi-Stage Multi-Fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions.

Josh Kacher, Yao Xie, Sven P. Voigt, Shixiang Zhu, Henry Yuchi, Jordan Key, Surya R. Kalidindi (2021). Signal Processing Challenges and Examples for in-situ Transmission Electron Microscopy. Special Issue of IEEE.

Henry Shaowu Yuchi, Simon Mak, Yao Xie (2021). Bayesian Uncertainty Quantification for Low-rank Matrix Completion. Bayesian Analysis.

Simon Mak, Henry Shaowu Yuchi, Yao Xie (2021). Information-Guided Sampling for Low-Rank Matrix Completion. ICML-21 Workshop on Information-Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning.

Shixiang Zhu, Henry Shaowu Yuchi, Minghe Zhang, Yao Xie (2021). Sequential Adversarial Anomaly Detection with Deep Fourier Kernel. ICASSP 2021.

Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie (2020). Adversarial Anomaly Detection for Marked Spatio-temporal Streaming Data. ICASSP 2020.

Pranay Seshadri, Shaowu Yuchi, Geoffrey T Parks, Shahrokh Shahpar (2018). Supporting Multi-point Fan Design with Dimension Reduction. The Aeronautical Journal.

Pranay Seshadri, Shaowu Yuchi, Geoffrey T Parks (2018). Dimension Reduction via Gaussian Ridge Functions. SIAM UQ.