Publications

Journal Articles

  1. Daniels, S., Rahat, A., Tabor, G., Fieldsend, J., Everson, R. Shape optimisation of the sharp-heeled Kaplan draft tube: Performance evaluation using Computational Fluid Dynamics Renewable Energy 160 112 126
  2. Daniels, S., Rahat, A., Tabor, G., Fieldsend, J., Everson, R. Automated shape optimisation of a plane asymmetric diffuser using combined Computational Fluid Dynamic simulations and multi-objective Bayesian methodology International Journal of Computational Fluid Dynamics 1 16
  3. Tabish, T., Pranjol, M., Horsell, D., Rahat, A., Whatmore, J., Winyard, P., Zhang, S. Graphene Oxide-Based Targeting of Extracellular Cathepsin D and Cathepsin L As A Novel Anti-Metastatic Enzyme Cancer Therapy Cancers 11 3 319
  4. Rahat, A., Wang, C., Everson, R., Fieldsend, J. Data-driven multi-objective optimisation of coal-fired boiler combustion systems Applied Energy 229 446 458
  5. Wang, C., Liu, Y., Everson, R., Rahat, A., Zheng, S., Rahat, A. Applied Gaussian Process in Optimizing Unburned Carbon Content in Fly Ash for Boiler Combustion Mathematical Problems in Engineering 2017 1 8
  6. Tabish, T., Pranjol, M., Hayat, H., Rahat, A., Abdullah, T., Whatmore, J., Zhang, S. In vitrotoxic effects of reduced graphene oxide nanosheets on lung cancer cells Nanotechnology 28 50 504001
  7. Tabish, T., Pranjol, M., Hayat, H., Rahat, A., Abdullah, T., Whatmore, J., Zhang, S. In vitrotoxic effects of reduced graphene oxide nanosheets on lung cancer cells Nanotechnology 28 50 504001
  8. Rahat, A., Everson, R., Fieldsend, J. Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks Ad Hoc Networks 52 130 145
  9. Rahat, A., Everson, R., Fieldsend, J. Hybrid Evolutionary Approaches to Maximum Lifetime Routing and Energy Efficiency in Sensor Mesh Networks Evolutionary Computation 23 3 481 507

Book Chapters

  1. Chugh, T., Rahat, A., Palar, P. Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels (Ed.), Machine Learning, Optimization, and Data Science 579 591 Cham Springer International Publishing
  2. Chugh, T., Rahat, A., Volz, V., Zaefferer, M. Towards Better Integration of Surrogate Models and Optimizers (Ed.), High-Performance Simulation-Based Optimization 137 163

Conference Contributions

  1. Daniels, S., Rahat, A., Everson, R., Tabor, G., Fieldsend, J. A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics Parallel Problem Solving from Nature – PPSN XV Chapter 24 296 307
  2. Ath, G., Everson, R., Fieldsend, J., Rahat, A. ϵ-shotgun: ϵ-greedy batch bayesian optimisation Proceedings of the 2020 Genetic and Evolutionary Computation Conference
  3. Palar, P., Zuhal, L., Chugh, T., Rahat, A. On the Impact of Covariance Functions in Multi-Objective Bayesian Optimization for Engineering Design AIAA Scitech 2020 Forum
  4. Rahat, A., Ledbetter, R., Dawn, A., Byrne, R., Everson, R. Solving the first and last mile problem with connected and autonomous vehicles Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19 397 398
  5. Rahat, A., Everson, R., Fieldsend, J. Alternative infill strategies for expensive multi-objective optimisation 873 880
  6. Rahat, A., Everson, R., Fieldsend, J. Multi-objective routing optimisation for battery-powered wireless sensor mesh networks

Other Research Outputs

  1. Jarman, D., Daniels, S., Rahat, A., Fieldsend, J., Everson, R., Tabor, G. Separator for Separating Solids From a Fluid