Chi Zhang

Doctoral Student at Software Engineering 2

Source: chalmers.se
Image of Chi Zhang

Showing 17 publications

2024

Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights into Model Transferability

Chi Zhang, Janis Sprenger, Zhongjun Ni et al
IEEE Transactions on Intelligent Vehicles
Journal article
2024

Predicting and Analyzing Pedestrian Crossing Behavior at Unsignalized Crossings

Chi Zhang, Janis Sprenger, Zhongjun Ni et al
IEEE Intelligent Vehicles Symposium, Proceedings
Paper in proceeding
2024

A study of deep learning-based multi-horizon building energy forecasting

Zhongjun Ni, Chi Zhang, Magnus Karlsson et al
Energy and Buildings. Vol. 303
Journal article
2023

Analyzing Factors Influencing Pedestrian Behavior in Urban Traffic Scenarios using Deep Learning

Chi Zhang, Christian Berger
Transportation Research Procedia. Vol. 72, p. 1653-1660
Paper in proceeding
2023

Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings

Chi Zhang, Amir Hossein Kalantari, Yue Yang et al
IEEE Intelligent Vehicles Symposium, Proceedings
Paper in proceeding
2023

Pedestrian Behavior Prediction Using Deep Learning Methods for Urban Scenarios: A Review

Chi Zhang, Christian Berger
IEEE Transactions on Intelligent Transportation Systems. Vol. 24 (10), p. 10279-10301
Journal article
2023

Spatial-Temporal-Spectral LSTM: A Transferable Model for Pedestrian Trajectory Prediction

Chi Zhang, Zhongjun Ni, Christian Berger
IEEE Transactions on Intelligent Vehicles
Journal article
2023

Leveraging Deep Learning and Digital Twins to Improve Energy Performance of Buildings

Zhongjun Ni, Chi Zhang, Magnus Karlsson et al
2023 IEEE 3rd International Conference on Industrial Electronics for Sustainable Energy Systems (IESES)
Paper in proceeding
2022

Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction

Chi Zhang, Christian Berger
2022 8th International Conference on Control, Automation and Robotics (ICCAR). Vol. 2022-April, p. 230-236
Paper in proceeding
2021

Social-IWSTCNN: A social interaction-weighted spatio- temporal convolutional neural network for pedestrian trajectory prediction in urban traffic scenarios

Chi Zhang, Christian Berger, Marco Dozza
IEEE Intelligent Vehicles Symposium, Proceedings. Vol. 2021-July, p. 1515-1522
Paper in proceeding

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Showing 1 research projects

2019–2024

Supporting the interaction of Humans and Automated vehicles: Preparing for the Environment of Tomorrow (Shape-IT)

Jonas Bärgman Crash Analysis and Prevention
Chi Zhang Interaction Design and Software Engineering
Amna Pir Muhammad Testing, Requirements, Innovation and Psychology
Jacqueline Plette Chalmers, Research support
Eric Knauss Testing, Requirements, Innovation and Psychology
Christian Berger Cyber Physical Systems
European Commission (EC)

36 publications exist
There might be more projects where Chi Zhang participates, but you have to be logged in as a Chalmers employee to see them.