maxcut

qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks

A reinforcement learning based solver for combinatorial problems

Optimize QAOA circuits for graph maxcut using tensorflow

Implementation of a new Quantum Oracle for solving the Max-Cut Problem with Grover Search Algorithm

In this work, we use LR-QAOA protocol as an easy-to-implement scalable benchmarking methodology that assesses quantum processing units (QPUs) at different widths (number of qubits) and 2-qubit gate depths.

MaxCut is a powerful cutlist optimizer for cabinetry & woodworking. Learn how to integrate with it via CLI to automate workflows.

QAOA is one of the flavors of VQA, and it is considered to assert so-called "Quantum Supremacy". I have implemented a Quantum circuit to solve Max-Cut problem. I have written a report of my work.

Fixed linear ramp schedules in QAOA constitute a universal set parameters, i.e., a set of γ and β parameters that rapidly approximate the optimal solution, x∗, independently of the COP selected, and that the success probability of finding it, probability(x∗), increases with the number of QAOA layers p.

Official repository of the paper "MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks" presented at ICLR 2025.

Fast MAXCUT, TSP, and sampling heuristics from near-ideal transverse field Ising model (TFIM)

Implementation for QAOA: MaxCut for weighted graph

Open source MaxCut solver

A quantum algorithm for the maximum cut problem in arbitrary graphs. Implementation using Qiskit.

Contains my Computational Complexity course work at MIPT

Solver for Maximum Cut and QUBO problems

MaxCut SS

A faster exact algorithm for MaxCut on split graphs

The Quantum Maxcut Solver is the first webapp that allows anyone to run a quantum machine learning algorithm no-code.

Hybrid quantum-classical solver for large-scale weighted Max-Cut using QAOA, quantum preconditioning, and classical refinement, with real hardware validation on Rigetti Ankaa-3.

Graph extension of bandlimited selected spectrum.