Search Results for author: Artem Melnikov

Found 2 papers, 0 papers with code

Protein-protein docking using a tensor train black-box optimization method

no code implementations7 Feb 2023 Dmitry Morozov, Artem Melnikov, Vishal Shete, Michael Perelshtein

Black-box optimization methods play an important role in many fields of computational simulation.

Hybrid quantum ResNet for car classification and its hyperparameter optimization

no code implementations10 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.

BIG-bench Machine Learning Classification +2

Cannot find the paper you are looking for? You can Submit a new open access paper.