M. Sc.
Contact Details
- Mail
Informatik 12: Software and Tools for Computational Engineering
RWTH Aachen University
D-52056 Aachen, Germany
- Office: Seffenter Weg 23, 52074 Aachen
- Room: 240
- Phone: +49 (0)241/80 20135
- Email: afghan@stce.rwth-aachen.de
- Researcher at STCE: since 2018
- Office Hours: on request
Research
- Neural Network optimization
- Interval-adjoint significance analysis for Deep Neural Networks
- Pruning of Neural Networks
Publications:
- 2020
- Afghan, Sher, and Uwe Naumann. "Interval adjoint significance analysis for neural networks." International Conference on Computational Science. Cham: Springer International Publishing, 2020.
- Ashraf, Waqar Muhammad, et al. "Optimization of a 660 MW e Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency." Energies 13.21 (2020): 5592.
- Uddin, Ghulam Moeen, et al. "Neural networks assisted computational aero-acoustic analysis of an isolated tire." Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering 234.10-11 (2020): 2561-2577.
Talks:
- 2020
- 23rd European Workshop on Automatic Differentiation
