Ewch i’r prif gynnwys
 Mingzhe Shi

Mingzhe Shi

Myfyriwr ymchwil, Ysgol Busnes Caerdydd

Mae'r cynnwys hwn ar gael yn Saesneg yn unig.


Mingzhe is currently a PhD student at Cardiff Business School. He has also achieved a Master of Science degree in Logistics and Operations Management from Cardiff University. 

During his master's studies, Mingzhe attended a live project at Cardiff University called "Anticipating special events in ambulance forecasting."

Several tasks were completed during this live project:

  • Create a daily forecast to Health Board level using R.

  • Forecasting expected patient demand, including special events forecasting and a recommendation on what forecasting model to use.

Supervision team

Mingzhe is supervised by Dr. Bahman Rostami-Tabar and Professor Daniel Gartner.

The following are links to their respective websites:

Bahman Rostami-Tabar

Daniel Gartner


Diddordebau ymchwil

Research interests

My research interests are in applying different time-series forecasting methods in healthcare services, optimization and machine learning applied to unscheduled care services.

Traethawd ymchwil

Improving the unscheduled planning in urgent and emergency care: Using predictive modeling to deliver quality care

Research objectives

My study seeks to improve the efficiency of unplanned care by identifying sources of uncertainty, building a precise and reliable forecasting framework appropriate for decision-making, and detecting potential crowding characteristics.

We aim to 



Dr Bahman Rostami-Tabar

Reader in Management Science and Business Analytics

Photograph of Daniel Gartner

Yr Athro Daniel Gartner

Professor of Operational Research