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quant-ph2025
Extending QAOA-GPT to Higher-Order Quantum Optimization Problems
Leanto Sunny, Abhinav Rijal, George Siopsis
The recently proposed QAOA-GPT framework demonstrated that generative pre-trained transformers can learn mappings between problem graphs and optimized quantum circuits for the Quan…
quant-ph2024
Continuous-variable Quantum Boltzmann Machine
Shikha Bangar, Leanto Sunny, Kübra Yeter-Aydeniz +1
We propose a continuous-variable quantum Boltzmann machine (CVQBM) using a powerful energy-based neural network. It can be realized experimentally on a continuous-variable (CV) pho…