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Data Analysis PhD Projects, Programs & Scholarships

We have 7 Data Analysis PhD Projects, Programs & Scholarships

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  Development of hybrid machine learning based strategy for bioprocess online control
  Dr D Zhang
Application Deadline: 30 August 2020

Funding Type

PhD Type

The background of this research is to explore and integrate a range of mechanistic and machine learning based modelling strategies to develop a multilevel digital framework (digital twin) for industrial bioprocess dynamic simulation and prediction, online optimisation (online learning), and product quality control.
  Foam Flow in Porous Media: From Fundamentals to Applications
  Dr N Shokri
Applications accepted all year round

Funding Type

PhD Type

During oil production from underground oil reservoirs, only a fraction of oil tends to be extracted during the primary recovery phase, prior to the oil reservoir becoming too depleted to push additional oil out naturally.
  Hybrid dynamic modelling framework for bioprocess digitalisation and optimisation
  Dr D Zhang
Application Deadline: 30 August 2020

Funding Type

PhD Type

The background of this research is to explore and integrate a range of mechanistic and machine learning based modelling strategies to develop a multilevel digital framework (digital twin) for industrial bioprocess dynamic simulation and prediction, online optimisation (online learning), and product quality control.
  Low-field NMR studies to probe motion and dynamics in rock pore structures
  Dr C D'Agostino
Applications accepted all year round

Funding Type

PhD Type

Quantification of transport and dynamics in rock pore structures is essential for understanding, optimising and enhancing oil and gas recovery as well as assess the capacity and effectiveness for CO2 storage.
  Porous Media for a Green World
  Dr N Shokri
Applications accepted all year round

Funding Type

PhD Type

Sustainable use of soil and water resources is crucial to preserve healthy terrestrial ecosystems and maintaining food security.
  Prediction of sustainability performance of ionic liquids using a group contribution framework
  Dr R Cuellar-Franca, Dr C Avendano, Prof C Hardacre
Applications accepted all year round

Funding Type

PhD Type

The versatility and wide range of applications of ionic liquids (ILs) offer industry with endless possibilities for sustainable innovation.
  Solute transport and precipitation in porous media
  Dr N Shokri
Applications accepted all year round

Funding Type

PhD Type

In this project, we will combine modelling and experimental approaches to extend our understanding of the processes controlling solute transport and precipitation in drying porous media.
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