Guangyuan Pan

Inverse Modeling for Filters Using a Regularized Deep Neural Network Approach

Guangyuan Pan, Yang Wu, Ming Yu et al. · IEEE Microwave and Wireless Components Letters · 2020 · 51 citations

Engineering, Machine Learning, Autoencoders +17

Development of a global road safety performance function using deep neural networks

Guangyuan Pan, Liping Fu, Lalita Thakali · International Journal of Transportation Science and Technology · 2017 · 47 citations · Full text

Engineering, Machine Learning, Safety Science +19

Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine

Chunhao Liu, Guangyuan Pan, Dongming Song et al. · IEEE Access · 2023 · 39 citations · Full text

Forecasting Methodology, Environmental Monitoring, Machine Learning +18

Evaluation of Alternative Pre-trained Convolutional Neural Networks for Winter Road Surface Condition Monitoring

Guangyuan Pan, Liping Fu, Ruifan Yu et al. · 2019 · 35 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Artificial Neural Network for Dimensionality Reduction and Its Application to Microwave Filters Inverse Modeling

Yang Wu, Guangyuan Pan, Di Lu et al. · IEEE Transactions on Microwave Theory and Techniques · 2022 · 35 citations