Edmondo Minisci
I'm a Senior Lecturer in the Mechanical and Aerospace Department, and with the Intelligent Computational Engineering Laboratory (ICE-Lab, www.icelab.uk ). I have 20+ years of experience in the field of numerical, model based analysis and design optimisation of complex mechanical/aerospace systems/devices.
My research interest range from nature inspired multi-objective optimisation, to uncertainty treatment and multidisciplinary design optimisation under uncertainties, and from machine learning for engineering design to re-entry analysis and design for demise. I’m currently involved in projects about i) multidisciplinary design optimisation under uncertainties of aerospace transportation systems, wind turbines, and integrated renewable energy systems; ii) machine learning based techniques for data analytics, meta-modelling, and intelligent control.
This year I would like to supervise projects about:
- the use of mechanical and aerospace devices and technologies, as well as related numerical analysis and design methods, for sustainable development, especially linked to forestry management and precision agriculture; -machine learning based techniques for data analytics, meta-modelling, and intelligent control.
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Low fidelity models for aerodynamic and aeroacoustic performance prediction of aeronautical propellersEdmondo MinisciAerospace Engineering Mechanical Engineering Aero-Mechanical or Aerospace Software Practical Computer-based Modelling Numerical Design Simulation Analysis Programming
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CFD based optimisation of 2D shapes.Edmondo MinisciComputer-Based Modelling Numerical Design Simulation Optimisation Machine Learning
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Engineering optimisation and quantum computingEdmondo MinisciOptimisation Programming Quantum computing Mathematics Algorithms Mechanical Engineering Aerospace Engineering
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Symbolic regression for engineering designEdmondo MinisciMathematics Analysis Dynamics Programming Design Optimisation Mechanical Engineering Aerospace Engineering
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Atmospheric Water Harvesting: Low-Cost Solutions for Arid ZonesEdmondo MinisciThermo-Fluids CAE-Design Engineering Analysis Analysis Measurement Modelling Numerical Simulation Sustainable Agriculture Sustainability Water Harvesting Water Management
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Physics-Informed Machine Learning for Aerospace Systems Analysis and DesignEdmondo MinisciPhysics-Informed Machine Learning Machine Learning Optimisation Aerospace Systems Design High-Fidelity Modelling Multi-Fidelity Modelling Data-Driven Engineering Design Optimisation
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Transfer Learning for Aerospace Systems Analysis and DesignEdmondo MinisciTransfer Learning Machine Learning Data-Driven Engineering Design Optimisation Aerospace Systems Design
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Multi-Fidelity Modelling Using Gaussian Process for Aerospace Systems Analysis and DesignEdmondo MinisciMulti-Fidelity Modelling Gaussian Process Modelling Aerospace Systems Design Machine Learning Data-Driven Engineering Design Optimisation Uncertainty Quantification
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Feasibility Study of Repurposing Decommissioned Wind Turbine BladesEdmondo MinisciWind Turbine Blade Repurposing Mechanical Design Sustainability Circular Economy Optimisation
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Genetic Programming with Adjoint State Method for Control System Design in Aerospace TransportationEdmondo MinisciGenetic Programming Adjoint State Method Control System Design Aerospace Transportation Systems Trajectory Optimisation Attitude Control Interpretable AI Optimisation
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Design of a Container Roof Garden for Plants and Small AnimalsEdmondo MinisciSustainable Design Green Building Structural Engineering Prototype Development Sustainable development Agritech
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Symbolic regression via genetic programmingEdmondo MinisciSoftware Computer-Based Modelling Numerical Design Analysis Programming Computer Science Machine Learning Data Analysis
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Intelligent Control for Access to SpaceEdmondo MinisciComputer-Based Modelling Design Simulation Analysis Programming Computer Science Sensor Systems Software Systems Machine Learning Data Analysis
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Remote sensing for precision agricultureEdmondo MinisciImage & Video Processing Aerospace Engineering Machine Learning Data Analysis Data Analytics Intelligent Systems AI Deep Learning Aero-Mechanical or Aerospace Machine and Deep Learning Software Computer-based Modelling Numerical Analysis Programming
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The use of free satellite data for the management and development of forests in ScotlandEdmondo MinisciAerospace Engineering Machine Learning Data Analysis Sustainable Systems Deep Learning Signal Processing Computer Science Aero-Mechanical or Aerospace Machine and Deep Learning Software Computer-based Modelling Numerical Simulation Analysis Programming
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Design of a Smart Home ComposterEdmondo MinisciMachine Learning Data Analysis Sustainable Systems Control Mechanical Engineering Materials Machine & Deep Learning Hardware Practical Computer-based Modelling Experimental Numerical Measurement Design Simulation Construction Analysis Research Programming Waste Management
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Design of a small scale free piston Stirling engine solar concentration systemEdmondo MinisciElectrical Machines Renewables Sustainable Systems Clean Energy Energy Systems Mechanical Engineering Software Practical Computer-based Modelling Numerical Design Simulation Analysis Programming
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Design and construction of drone based system for the treatment of pine/oak processionary pestEdmondo MinisciSensor Systems Robotic Systems Mechanical Engineering Aerospace Engineering Systems Engineering Control Theory Control Systems Control Aero-Mechanical or Aerospace Robotics Hardware Software Practical Computer-based Modelling Experimental Numerical Design Simulation Construction Analysis Programming
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Design and prototyping of an electric autonomous rover for transportation in agricultural steep terrainEdmondo MinisciSensor Systems Robotic Systems Mechanical Engineering Machine Learning Data Analysis Intelligent Systems Control Systems Deep Learning Electric Vehicles Control Machines Electrical Technologies Computer Science Aero-Mechanical or Aerospace Robotics Machine & Deep Learning Hardware Software Practical Computer-based Modelling Experimental Numerical Measurement Design Simulation Construction Research Programming