publications

2022

1. A data-centric weak supervised learning for highway traffic incident detection

   Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, and 1 more author

   Accident Analysis & Prevention, 2022
2. Vapor–liquid equilibrium estimation of n-alkane/nitrogen mixtures using neural networks

   Suman Chakraborty, Yixuan Sun, Guang Lin, and 1 more author

   Journal of Computational and Applied Mathematics, 2022
3. Artificial intelligence inferred microstructural properties from voltage–capacity curves

   Yixuan Sun, Surya Mitra Ayalasomayajula, Abhas Deva, and 2 more authors

   Scientific Reports, 2022
4. Artificial intelligence assisted thermoelectric materials design and discovery

   Na Lu, Guangshuai Han, Yixuan Sun, and 2 more authors

   2022
5. DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems

   Yixuan Sun, Christian Moya, Guang Lin, and 1 more author

   arXiv preprint arXiv:2209.10622, 2022

2021

1. Machine learning regression guided thermoelectric materials discovery–a review

   Guangshuai Han, Yixuan Sun, Yining Feng, and 2 more authors

   ES Materials & Manufacturing, 2021

2020

1. Predicting mechanical properties from microstructure images in fiber-reinforced polymers using convolutional neural networks

   Yixuan Sun, Imad Hanhan, Michael D Sangid, and 1 more author

   arXiv preprint arXiv:2010.03675, 2020
2. Effective risk prediction of tailings ponds using machine learning

   Jun Yang, Yeqing Sun, Qing Li, and 1 more author

   In 2020 3rd International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE), 2020
3. A Wavelet-CNN-LSTM Model for Tailings Pond Risk Prediction

   Jun Yang, Qing Li, and Yixuan Sun

   arXiv preprint arXiv:2010.00518, 2020

2019

1. Probabilistic state estimation approach for AC/MTDC distribution system using deep belief network with non-Gaussian uncertainties

   Yu Huang, Qingshan Xu, Cheng Hu, and 2 more authors

   IEEE Sensors Journal, 2019
2. Infrared thermal imaging-based crack detection using deep learning

   Jun Yang, Wei Wang, Guang Lin, and 3 more authors

   Ieee Access, 2019

2018

1. Local feature sufficiency exploration for predicting security-constrained generation dispatch in multi-area power systems

   Yixuan Sun, Xiaoyuan Fan, Qiuhua Huang, and 4 more authors

   In 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), 2018
2. Deep neural network regression and sobol sensitivity analysis for daily solar energy prediction given weather data

   Yixuan Sun

   Purdue University, 2018