- Combustion and flame dynamics
- Advanced Combustion Engine Technologies
- Particle Dynamics in Fluid Flows
- Computational Fluid Dynamics and Aerodynamics
- Fire dynamics and safety research
- Fluid Dynamics and Heat Transfer
- Fluid Dynamics and Turbulent Flows
- Wind and Air Flow Studies
- Gas Dynamics and Kinetic Theory
- Radiative Heat Transfer Studies
- Combustion and Detonation Processes
- Atmospheric chemistry and aerosols
- Plasma and Flow Control in Aerodynamics
- Meteorological Phenomena and Simulations
- Heat Transfer Mechanisms
- Coagulation and Flocculation Studies
- Fluid Dynamics Simulations and Interactions
- Electrohydrodynamics and Fluid Dynamics
- Climate variability and models
- Minerals Flotation and Separation Techniques
- Energetic Materials and Combustion
- Thermochemical Biomass Conversion Processes
- Coal Combustion and Slurry Processing
- Advanced Thermodynamics and Statistical Mechanics
- Radiomics and Machine Learning in Medical Imaging
Imperial College London
2016-2025
Imperial Valley College
2017
University of Stuttgart
2009
This paper presents a computational study exploring the dependence of oscillation rates and Mach, Reynolds, Strouhal numbers on dynamic stability mechanically deployable aeroshell. Computational fluid dynamics free-oscillation simulations are performed to compute pitch damping coefficient with rate. The is split in its fore- aftbody components. loads shown excite oscillations at low angles attack. High values Mach number tend decrease coefficient, supporting theory that instability stems...
Abstract Numerical weather prediction is an established forecasting technique in which equations describing wind, temperature, pressure and humidity are solved using the current atmospheric state as input. This study examines deep learning to forecast given historical data from two London-based locations. Two distinct Bi-LSTM recurrent neural network models were developed TensorFlow framework trained make predictions next 24 72 h, past 120 h. The first predicted temperature at Kew Gardens...
A joint experimental and computational study of thermoacoustic instabilities in a model swirl-stabilised combustor is presented. This paper aims to deliver better characterisation such through the examination measurements conjunction with numerical results obtained via Large Eddy Simulation (LES). The configuration features cylindrical combustion chamber where lean premixed methane/air flame experiences self-sustained oscillations. nonlinear behaviour acoustically excited experimentally...