2 citations · 2 across the 3 of their papers we have counts for
3 papers
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks
Mathew Vanherreweghe, Lirandë Pira, Patrick Rebentrost
We introduce cumulative polynomial Kolmogorov-Arnold networks (CP-KAN), a neural architecture combining Chebyshev polynomial basis functions and quadratic unconstrained binary opti…
Enhanced Photonic Chip Design via Interpretable Machine Learning Techniques
Lirandë Pira, Airin Antony, Nayanthara Prathap +2
Photonic chip design has seen significant advancements with the adoption of inverse design methodologies, offering flexibility and efficiency in optimizing device performance. Howe…
Quantum Linear System Solvers: A Survey of Algorithms and Applications
Mauro E. S. Morales, Lirandë Pira, Philipp Schleich +7
Solving linear systems of equations plays a fundamental role in numerous computational problems from different fields of science. The widespread use of numerical methods to solve t…