Afrah Farea

According to our database, Afrah Farea authored at least 7 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Learning Fluid-Structure Interaction Dynamics with Physics-Informed Neural Networks and Immersed Boundary Methods.

Afrah Farea, Saiful Khan, Reza Daryani, Cenk Emre Ersan, Mustafa Serdar Çelebi

CoRR, May, 2025

QCPINN: quantum-classical physics-informed neural networks for solving PDEs.

Afrah Farea, Saiful Khan, Mustafa Serdar Çelebi

Mach. Learn. Sci. Technol., 2025

Learnable activation functions in physics-informed neural networks for solving partial differential equations.

Afrah Farea, Mustafa Serdar Çelebi

Comput. Phys. Commun., 2025

Multi-Objective Loss Balancing in Physics-Informed Neural Networks for Fluid Flow Applications.

Afrah Farea, Saiful Khan, Mustafa Serdar Çelebi

Proceedings of the 32nd IEEE International Conference on High Performance Computing, 2025

2023

On the evaluation of general sparse hybrid linear solvers.

Afrah Farea, Mustafa Serdar Çelebi

Numer. Linear Algebra Appl., March, 2023

Combining the QAOA and HHL Algorithm to achieve a Substantial Quantum Speedup for the Unit Commitment Problem.

Jonas Stein, Jezer Jojo, Afrah Farea, David Bucher, Philipp Altmann, Claudia Linnhoff-Popien

CoRR, 2023

2015

Applications of assoiation rules hiding heuristic approaches.

Afrah Farea, Ali Karci

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015