Search Results for author: Hamed Mohammadbagherpoor

Found 2 papers, 1 papers with code

Hybrid Quantum Graph Neural Network for Molecular Property Prediction

no code implementations8 May 2024 Michael Vitz, Hamed Mohammadbagherpoor, Samarth Sandeep, Andrew Vlasic, Richard Padbury, Anh Pham

The performance of our hybrid statistical model is competitive with the results obtained purely from a classical convoluted graph neural network, and other classical machine learning algorithms, such as XGBoost.

Graph Neural Network Molecular Property Prediction +1

Solving Multi-Coloring Combinatorial Optimization Problems Using Hybrid Quantum Algorithms

1 code implementation1 Nov 2019 Young-Hyun Oh, Hamed Mohammadbagherpoor, Patrick Dreher, Anand Singh, Xianqing Yu, Andy J. Rindos

Therefore, our modeling approach with hybrid quantum algorithms can be applicable for combinatorial problems in various fields to find an optimal solution in polynomial time.

Quantum Physics Data Structures and Algorithms

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