Ran Tu

Development of a hybrid modelling approach for the generation of an urban on-road transportation emission inventory

An Wang, Baher Abdulhai, Marianne Hatzopoulou, 2018, Transportation Research Part D: Transport and Environment.

Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning pdf

Bilal Farooq, Marianne Hatzopoulou, Ran Tu, 2020, ArXiv.

Improving the accuracy of emission inventories with a machine-learning approach and investigating transferability across cities

Marianne Hatzopoulou, Ran Tu, An Wang, 2019, Journal of the Air & Waste Management Association.

Embedding local driving behaviour in regional emission models to increase the robustness of on-road emission inventories

Marianne Hatzopoulou, Ran Tu, Marc Saleh, 2019, Transportation Research Part D: Transport and Environment.

Numerical Investigation of the Leakage Flow from a Pressurized CO2 Pipeline

Qiyuan Xie, Ran Tu, Xi Jiang, 2014 .