Shenghan Guo

11 papers Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Diffusion-Based Surrogate Modeling and Multi-Fidelity Calibration.
IEEE Trans Autom. Sci. Eng.
Naichen Shi, Hao Yan, Shenghan Guo, Raed Al Kontar
2025 J jnl
Generative AI-Driven High-Fidelity Human Motion Simulation.
CoRR
Hari N. Iyer, Neel Macwan, Atharva Jitendra Hude, Heejin Jeong, Shenghan Guo
2024 J jnl
Computer-Vision-Enabled Worker Video Analysis for Motion Amount Quantification.
CoRR
Hari N. Iyer, Neel Macwan, Shenghan Guo, Heejin Jeong
2023 J jnl
A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition.
IEEE Trans Autom. Sci. Eng.
Shenghan Guo, Weihong Guo, Linkan Bian, Yuebin Guo
2023 J jnl
Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction.
Sensors
Shenghan Guo, Dali Wang, Zhili Feng, Jian Chen, Weihong Guo
2022 J jnl
Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words.
IEEE Trans Autom. Sci. Eng.
Shenghan Guo, Weihong Guo
2022 J jnl
UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing.
IEEE Trans Autom. Sci. Eng.
Shenghan Guo, Dali Wang, Zhili Feng, Weihong Grace Guo
2021 J jnl
Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing.
IISE Trans.
Shenghan Guo, Weihong Guo, Amir Abolhassani, Rajeev Kalamdani
2020 J jnl
Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing.
IISE Trans.
Shenghan Guo, Weihong Guo, Linkan Bian
2015 Misc conf
Analysis of data-based methods for approximating fisher information in the scalar case.
CISS
Shenghan Guo
2015 J jnl
Comparison of Accuracy for Methods to Approximate Fisher Information in the Scalar Case.
CoRR
Shenghan Guo