Machine Learning Framework for Quantum Sampling of Highly-Constrained, Continuous Optimization Problems
Fuente:
arXiv
Saved in:
| Main Authors: | Wilson, Blake A., Kudyshev, Zhaxylyk A., Kildishev, Alexander V., Kais, Sabre, Shalaev, Vladimir M., Boltasseva, Alexandra |
|---|---|
| Format: | Preprint |
| Published: |
2021
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Non-native Quantum Generative Optimization with Adversarial Autoencoders
by: Wilson, Blake A., et al.
Published: (2024)
by: Wilson, Blake A., et al.
Published: (2024)
PearSAN: A Machine Learning Method for Inverse Design using Pearson Correlated Surrogate Annealing
by: Bezick, Michael, et al.
Published: (2024)
by: Bezick, Michael, et al.
Published: (2024)
Anticipating Decoherence for Enhancing Coherence in Quantum Systems
by: Maan, Pranshu, et al.
Published: (2025)
by: Maan, Pranshu, et al.
Published: (2025)
Walking with the atoms in a chemical bond : A perspective using quantum phase transition
by: Kais, Sabre
Published: (2022)
by: Kais, Sabre
Published: (2022)
All-optical modulation with single-photons using electron avalanche
by: Sychev, Demid V., et al.
Published: (2023)
by: Sychev, Demid V., et al.
Published: (2023)
Universal Complex Quantum-Like Bits from Hermitian Weighted Graphs
by: Dickey, Ethan, et al.
Published: (2026)
by: Dickey, Ethan, et al.
Published: (2026)
Enhancing Quantum Federated Learning with Fisher Information-Based Optimization
by: Bhatia, Amandeep Singh, et al.
Published: (2025)
by: Bhatia, Amandeep Singh, et al.
Published: (2025)
Simulation of Chemical Reactions on a Quantum Computer
by: Kale, Sumit Suresh, et al.
Published: (2024)
by: Kale, Sumit Suresh, et al.
Published: (2024)
Cutoff phenomenon and entropic uncertainty for random quantum circuits
by: Oh, Sangchul, et al.
Published: (2023)
by: Oh, Sangchul, et al.
Published: (2023)
Quantum Computing for Electronic Circular Dichroism Spectrum Prediction of Chiral Molecules
by: Bhatia, Amandeep Singh, et al.
Published: (2026)
by: Bhatia, Amandeep Singh, et al.
Published: (2026)
Quantum Machine Learning for Complex Systems
by: Singh, Vinit, et al.
Published: (2026)
by: Singh, Vinit, et al.
Published: (2026)
Quantum smell: tunneling mechanisms in olfaction
by: Szczȩśniak, Dominik, et al.
Published: (2025)
by: Szczȩśniak, Dominik, et al.
Published: (2025)
Chiral Discrimination on Gate-Based Quantum Computers
by: Akbar, Muhammad Arsalan Ali, et al.
Published: (2025)
by: Akbar, Muhammad Arsalan Ali, et al.
Published: (2025)
Construction and Rigorous Analysis of Quantum-Like States
by: Dickey, Ethan, et al.
Published: (2025)
by: Dickey, Ethan, et al.
Published: (2025)
The qubit information logic theory for understanding multi-qubit entanglement and designing exotic entangled states
by: Hu, Zixuan, et al.
Published: (2024)
by: Hu, Zixuan, et al.
Published: (2024)
A Classical Analogue of Entanglement for a Kicked Top
by: Khalid, Bilal, et al.
Published: (2024)
by: Khalid, Bilal, et al.
Published: (2024)
Ensemble Engineering to Overcome Destructive Cancellation in Quantum Measurements
by: Kim, Myeongsu, et al.
Published: (2026)
by: Kim, Myeongsu, et al.
Published: (2026)
Extracting and Storing Energy From a Quasi-Vacuum on a Quantum Computer
by: Xie, Songbo, et al.
Published: (2024)
by: Xie, Songbo, et al.
Published: (2024)
Strong Local Passivity in Unconventional Scenarios: A New Protocol for Amplified Quantum Energy Teleportation
by: Xie, Songbo, et al.
Published: (2025)
by: Xie, Songbo, et al.
Published: (2025)
Continuous-time quantum-walk centrality for protein residue interaction networks
by: Mohtashim, Shah Ishmam, et al.
Published: (2026)
by: Mohtashim, Shah Ishmam, et al.
Published: (2026)
Analogy between Boltzmann machines and Feynman path integrals
by: Iyengar, Srinivasan S., et al.
Published: (2023)
by: Iyengar, Srinivasan S., et al.
Published: (2023)
Random Projection using Random Quantum Circuits
by: Kumaran, Keerthi, et al.
Published: (2023)
by: Kumaran, Keerthi, et al.
Published: (2023)
Polynomially efficient quantum enabled variational Monte Carlo for training neural-network quantum states for physico-chemical applications
by: Sajjan, Manas, et al.
Published: (2024)
by: Sajjan, Manas, et al.
Published: (2024)
Modulator-Assisted Zeno Control of Energy Transfer in Quantum Batteries
by: Xie, Songbo, et al.
Published: (2025)
by: Xie, Songbo, et al.
Published: (2025)
End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
by: Di Guglielmo, Giuseppe, et al.
Published: (2025)
by: Di Guglielmo, Giuseppe, et al.
Published: (2025)
Quantum Emitters in Aluminum Nitride Induced by Zirconium Ion Implantation
by: Senichev, Alexander, et al.
Published: (2024)
by: Senichev, Alexander, et al.
Published: (2024)
Topological Edge States from Molecular Chirality: A General Framework for Dimerized Dipolar Arrays
by: Akbar, Muhammad Arsalan Ali, et al.
Published: (2026)
by: Akbar, Muhammad Arsalan Ali, et al.
Published: (2026)
Drive-Only Interaction Engineering via Dynamical Freezing
by: Xie, Songbo, et al.
Published: (2026)
by: Xie, Songbo, et al.
Published: (2026)
A deep dive into the interplay of structured quantum peaked circuits and infinite temperature correlation functions
by: Kim, Myeongsu, et al.
Published: (2025)
by: Kim, Myeongsu, et al.
Published: (2025)
Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification
by: Saggi, Mandeep Kaur, et al.
Published: (2024)
by: Saggi, Mandeep Kaur, et al.
Published: (2024)
Generation of photon pairs through spontaneous four-wave mixing in subwavelength nonlinear films
by: Son, Changjin, et al.
Published: (2025)
by: Son, Changjin, et al.
Published: (2025)
Optimal multipole center for subwavelength acoustic scatterers
by: Ustimenko, Nikita, et al.
Published: (2025)
by: Ustimenko, Nikita, et al.
Published: (2025)
Emergence of a Luttinger Liquid Phase in an Array of Chiral Molecules
by: Akbar, Muhammad Arsalan Ali, et al.
Published: (2026)
by: Akbar, Muhammad Arsalan Ali, et al.
Published: (2026)
Maximal Entropy Formalism and the Restricted Boltzmann Machine
by: Singh, Vinit, et al.
Published: (2025)
by: Singh, Vinit, et al.
Published: (2025)
Bottom-up Fabrication of 2D Rydberg Exciton Arrays in Cuprous Oxide
by: Barua, Kinjol, et al.
Published: (2024)
by: Barua, Kinjol, et al.
Published: (2024)
Spectral Bounds on Entropy and Ergotropy via Statistical Effective Temperature in Classical Polarization and Quantum Thermal States
by: Aziz, Tariq, et al.
Published: (2024)
by: Aziz, Tariq, et al.
Published: (2024)
Reducing system dimensionality with long-range collective dipole-dipole interactions
by: Boddeti, Ashwin K., et al.
Published: (2023)
by: Boddeti, Ashwin K., et al.
Published: (2023)
Designing variational ansatz for quantum-enabled simulation of non-unitary dynamical evolution -- an excursion into Dicke supperradiance
by: Shivpuje, Saurabh, et al.
Published: (2024)
by: Shivpuje, Saurabh, et al.
Published: (2024)
Time resolved quantum tomography in molecular spectroscopy by the Maximal Entropy Approach
by: Makhija, Varun, et al.
Published: (2024)
by: Makhija, Varun, et al.
Published: (2024)
Pathway to Optical-Cycle Dynamic Photonics: Extreme Electron Temperatures in Transparent Conducting Oxides
by: Choi, Jae Ik, et al.
Published: (2025)
by: Choi, Jae Ik, et al.
Published: (2025)
Similar Items
-
Non-native Quantum Generative Optimization with Adversarial Autoencoders
by: Wilson, Blake A., et al.
Published: (2024) -
PearSAN: A Machine Learning Method for Inverse Design using Pearson Correlated Surrogate Annealing
by: Bezick, Michael, et al.
Published: (2024) -
Anticipating Decoherence for Enhancing Coherence in Quantum Systems
by: Maan, Pranshu, et al.
Published: (2025) -
Walking with the atoms in a chemical bond : A perspective using quantum phase transition
by: Kais, Sabre
Published: (2022) -
All-optical modulation with single-photons using electron avalanche
by: Sychev, Demid V., et al.
Published: (2023)