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Manufacturing (group theory) PhD Projects, Programs & Scholarships

We have 4 Manufacturing (group theory) 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.
  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.
  Integrated deep learning and model structure detection strategy for physical laws development and photobioreactor design
  Dr D Zhang
Application Deadline: 30 August 2020

Funding Type

PhD Type

Designing industrial scale reaction systems and unit operations takes a sophisticate procedure and involves a range of multiscale modelling and experimentation steps.
  Multiscale dynamic visualisation framework for industrial mutants design and biological knowledge discovery
  Dr D Zhang
Application Deadline: 30 August 2020

Funding Type

PhD Type

Current industrial bio-production processes exclusively uses yeast and bacteria as the microorganism hosts to synthesise valuable commercial compounds.
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