Fully automated classification methods that provide direct physical insights into phase
diagrams are of current interest. Interpretable, ie, fully explainable, methods are desired for …

We study the two-dimensional disordered topological superconductor with Hubbard
interactions. When the magnitude of the pairing potential is tuned to special values, this …

We study a two-dimensional model of topological superconductor with equal spin pairing
and repulsive Hubbard interaction. When the pairing gap equals to the hopping constant …

Motivated by recent experimental progress in the realization of hybrid structures with a
topologically superconducting nanowire coupled to a quantum dot, viewed through the lens …

Scientific machine learning denotes the integration of machine learning into traditional
scientific methods and has become a powerful tool in recent years. This thesis establishes …

We study the sodium-iridates model on the honeycomb lattice with both BCS pairing
potential and Hubbard interaction term. It is shown that this model can be exactly solved with …

This 2021 report summarizes our activities at the HLRS facilities Hawk and Hazel Hen in the
framework of the multiconfigurational time-dependent Hartree for indistinguishable particles …