Dr Muhammed Cavus

Research Fellow

School: Engineering, Physics and Mathematics

Email Muhammed

Key Publications

Please visit the Pure Research Information Portal for further information
A physics-informed machine learning framework for climate-aware digital twins in decentralised energy systems, Cavus, M., Jiang, J., Allahham, A., Sun, H. 1 Aug 2026, In: Applied Energy
Deep charge-fusion model: Advanced hybrid modelling for predicting electric vehicle charging patterns with socio-demographic considerations, Cavus, M., Ayan, H., Bell, M., Oyebamiji, O., Dissanayake, D. 1 Jun 2026, In: International Journal of Transportation Science and Technology
Deep Multi-Task Forecasting of Net-Load and EV Charging with a Residual-Normalised GRU in IoT-Enabled Microgrids, Cavus, M., Jiang, J., Allahham, A. 7 Jan 2026, In: Energies
Digital-Twin Attention-Augmented Adaptive Model Predictive Control for Degradation-Aware Residential Battery Energy Management, Cavus, M. 9 Oct 2026, In: Batteries
Digital twins for hazard-resilient power grids: A systematic review and roadmap, Cavus, M., Jiang, J., Allahham, A., Rameshrao, A., Scullion, E., Malamud, B., Sun, H., Ng, W. 1 Jul 2026, In: Renewable and Sustainable Energy Reviews
KASVA: A Variational Deep Learning Framework for Measuring Regional Sustainability and Inequality, Celiktas, C., Cure, F., Cavus, M. 12 Feb 2026, In: Sustainability
Learning-enhanced stochastic model predictive control with trustworthy forecasting for resilient multi-energy microgrid operation, Cavus, M., Jiang, J., Allahham, A., Sun, H. 30 Jun 2026, In: Applied Energy
Prediction of EV Energy Consumption Through a Hybrid Modeling Framework Involving Use of Machine Learning, Dogan, F., Cavus, M. 13 Jul 2026, 2026 12th International Conference on Control, Decision and Information Technologies (CoDIT), Piscataway, United States, IEEE
Sustainable EV adoption with clustering and predictive modelling for optimal charging infrastructure in the West Midlands and North East UK, Cavus, M., Wang, S., Deb, S., Sharma, A., Bell, M., Dissanayake, D. 7 May 2026, In: Scientific Reports
Using machine learning to investigate user behaviour of Tyne and Wear Metro, Ayan, H., Cavus, M., Ugurluoglu, Y., Deniz, C., Dissanayake, D., Bell, M. 9 Sep 2026, In: International Journal of Transportation Science and Technology