no code implementations • 28 Jul 2023 • Nathan Haboury, Mo Kordzanganeh, Sebastian Schmitt, Ayush Joshi, Igor Tokarev, Lukas Abdallah, Andrii Kurkin, Basil Kyriacou, Alexey Melnikov
We propose a novel hybrid supervised learning approach and test it on hypothetical situations on a concrete city graph.
no code implementations • 18 Jul 2023 • Andrii Kurkin, Jonas Hegemann, Mo Kordzanganeh, Alexey Melnikov
Efficient and sustainable power generation is a crucial concern in the energy sector.
no code implementations • 28 Nov 2022 • Mohammad Kordzanganeh, Markus Buchberger, Basil Kyriacou, Maxim Povolotskii, Wilhelm Fischer, Andrii Kurkin, Wilfrid Somogyi, Asel Sagingalieva, Markus Pflitsch, Alexey Melnikov
This study paves the way to understanding the optimal combination of available software and hardware for executing practical quantum algorithms.
no code implementations • 10 May 2022 • Asel Sagingalieva, Mo Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen
We test our approaches in a car image classification task and demonstrate a full-scale implementation of the hybrid quantum ResNet model with the tensor train hyperparameter optimization.