no code implementations • 27 Feb 2024 • Bernardo Ameneyro, Rebekah Herrman, George Siopsis, Vasileios Maroulas
Topological Data Analysis methods can be useful for classification and clustering tasks in many different fields as they can provide two dimensional persistence diagrams that summarize important information about the shape of potentially complex and high dimensional data sets.
no code implementations • 11 Feb 2021 • Rebekah Herrman, Lorna Treffert, James Ostrowski, Phillip C. Lotshaw, Travis S. Humble, George Siopsis
The quantum approximate optimization algorithm (QAOA) is a promising method of solving combinatorial optimization problems using quantum computing.
Combinatorial Optimization Quantum Physics