Dimitrios Gerogiorgis

Search results

• Active

  Physics-Informed Neural Networks (PINN) for Hybrid Modelling in Food and Drink Manufacturing

  Gerogiorgis, D.

  Royal Society

  1/11/23 → 31/10/25

  Project: Research

• PINN: Physics-Informed Neural Networks (PINN) for Hybrid Modelling in Food and Drink Manufacturing

  Gerogiorgis, D.

  1/11/23 → 31/10/25

  Project: Research

  • Toluene 100%
  • Acetone 100%
  • Organic Compound 100%
  • Dichloromethane 100%
  • Agglomeration 100%

• Technoeconomically Optimal & Environmentally Benign Pharmaceutical Manufacturing at High Process Mass Intensity (PMI)

  Gerogiorgis, D.

  UK industry, commerce and public corporations

  1/09/21 → 31/08/25

  Project: Research

• Technoeconomically Optimal & Environmentally Benign Pharmaceutical Manufacturing at High Process Mass Intensity (PMI)

  Gerogiorgis, D.

  Astra Zeneca

  1/09/21 → 31/08/25

  Project: Research

• RAPID: ReAl-time Process ModellIng and Diagnostics: Powering Digital Factories

  Polydorides, N. & Gerogiorgis, D.

  Engineering and Physical Sciences Research Council

  1/08/21 → 20/11/25

  Project: Research

• Finished

  RAPID: ReAl-time Process ModellIng and Diagnostics: Powering Digital Factories

  Polydorides, N. & Gerogiorgis, D.

  EPSRC

  1/08/21 → 31/07/24

  Project: Research

  • Biochemical Reactor 100%
  • Models 94%
  • Acetone 90%
  • Toluene 90%
  • Organic Compound 90%

• A Digital Twin via First-Principles Modelling and Data Analytics for Process Optimisation in Pharmaceutical Manufacturing

  Gerogiorgis, D.

  1/10/20 → 31/01/22

  Project: Research

  • Models 100%
  • Simulation 83%
  • Cutting Transport 71%
  • Efficiency 71%
  • Bends 71%

• A Digital Twin for techno-economic modelling and optimisation of carbon bed systems for Volatile Organic Compound (VOC) abatement in the pharma industry

  Gerogiorgis, D.

  UK central government bodies/local authorities, health and hospital authorities, UK industry, commerce and public corporations

  1/08/20 → 31/07/24

  Project: Research

  • Performance Analysis 100%
  • Pharma Industry 100%
  • Modeling and Simulation 100%
  • Organic Compound 100%
  • Activated Carbon 50%

• A Digital Twin for techno-economic modelling and optimisation of carbon bed systems for Volatile Organic Compound (VOC) abatement in the pharma industry

  Gerogiorgis, D.

  Scottish Funding council

  1/08/20 → 31/07/24

  Project: Research

• Design and Optimisation of Continuous Bio-pharmaceutical Manufacturing Plants

  Gerogiorgis, D.

  UK-based charities

  1/09/18 → 31/08/19

  Project: Research

  • Optimization 100%
  • Chemical Reaction Product 75%
  • Suspension 50%
  • Flowsheets 50%
  • Nosiheptide 50%

• Data Analytics for High-Performance Multiobjective Beer Fermentation and Filtration Optimisation

  Gerogiorgis, D.

  UK-based charities

  1/09/17 → 31/10/18

  Project: Research

  • Optimization 100%
  • Production 70%
  • Models 54%
  • Analytical Method 50%
  • Constraints 50%

• MicMAc: Microbiology via Modelling and Acoustics

  Gerogiorgis, D.

  Other

  15/09/15 → 30/11/16

  Project: Research