Deep Learning in Classical and Quantum Physics
Fuente:
arXiv
Saved in:
| Main Authors: | Heightman, Timothy, Płodzień, Marcin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reservoir Computing Using Measurement-Controlled Quantum Dynamics
by: Abbas, A. H., et al.
Published: (2024)
by: Abbas, A. H., et al.
Published: (2024)
A Gate-Based Quantum Genetic Algorithm for Real-Valued Global Optimization
by: Souza, Leandro C., et al.
Published: (2025)
by: Souza, Leandro C., et al.
Published: (2025)
Parallel Proportional Fusion of Spiking Quantum Neural Network for Optimizing Image Classification
by: Xu, Zuyu, et al.
Published: (2024)
by: Xu, Zuyu, et al.
Published: (2024)
Hybrid Quantum-Classical Encoding for Accurate Residue-Level pKa Prediction
by: Le, Van, et al.
Published: (2026)
by: Le, Van, et al.
Published: (2026)
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting
by: Schetakis, Nikolaos, et al.
Published: (2025)
by: Schetakis, Nikolaos, et al.
Published: (2025)
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning
by: Dai, Xin, et al.
Published: (2024)
by: Dai, Xin, et al.
Published: (2024)
Incorporating Quantum Advantage in Quantum Circuit Generation through Genetic Programming
by: Stein, Christoph, et al.
Published: (2025)
by: Stein, Christoph, et al.
Published: (2025)
Neural Architecture Search for Quantum Autoencoders
by: Agha, Hibah, et al.
Published: (2025)
by: Agha, Hibah, et al.
Published: (2025)
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms
by: Pan, Shuaiqun, et al.
Published: (2025)
by: Pan, Shuaiqun, et al.
Published: (2025)
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks
by: Mayorga, Alejandro Antonio, et al.
Published: (2024)
by: Mayorga, Alejandro Antonio, et al.
Published: (2024)
A Quantum-Inspired Algorithm for Solving Sudoku Puzzles and the MaxCut Problem
by: Zhao, Max B., et al.
Published: (2025)
by: Zhao, Max B., et al.
Published: (2025)
Introduction to Quantum Machine Learning and Quantum Architecture Search
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
Quantum Time-Series Learning with Evolutionary Algorithms
by: Anantharamakrishnan, Vignesh, et al.
Published: (2024)
by: Anantharamakrishnan, Vignesh, et al.
Published: (2024)
Learning to Program Quantum Measurements for Machine Learning
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
Learning to Measure Quantum Neural Networks
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
An Introduction to Quantum Reinforcement Learning (QRL)
by: Chen, Samuel Yen-Chi
Published: (2024)
by: Chen, Samuel Yen-Chi
Published: (2024)
Dilution, Diffusion and Symbiosis in Spatial Prisoner's Dilemma with Reinforcement Learning
by: Mangold, Gustavo C., et al.
Published: (2025)
by: Mangold, Gustavo C., et al.
Published: (2025)
Learning to Program Variational Quantum Circuits with Fast Weights
by: Chen, Samuel Yen-Chi
Published: (2024)
by: Chen, Samuel Yen-Chi
Published: (2024)
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning
by: Chen, Samuel Yen-Chi
Published: (2024)
by: Chen, Samuel Yen-Chi
Published: (2024)
Non-binary artificial neuron with phase variation implemented on a quantum computer
by: de Borba, Jhordan Silveira, et al.
Published: (2024)
by: de Borba, Jhordan Silveira, et al.
Published: (2024)
Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective
by: Abbas, A. H., et al.
Published: (2024)
by: Abbas, A. H., et al.
Published: (2024)
Quantum memristors for neuromorphic quantum machine learning
by: Lamata, Lucas
Published: (2024)
by: Lamata, Lucas
Published: (2024)
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
by: Dutta, Siddhant, et al.
Published: (2024)
by: Dutta, Siddhant, et al.
Published: (2024)
Advantage for Discrete Variational Quantum Algorithms in Circuit Recompilation
by: Kyriienko, Oleksandr, et al.
Published: (2025)
by: Kyriienko, Oleksandr, et al.
Published: (2025)
Hybrid Genetic Optimisation for Quantum Feature Map Design
by: Pellow-Jarman, Rowan, et al.
Published: (2023)
by: Pellow-Jarman, Rowan, et al.
Published: (2023)
Quantum evolutionary algorithm for TSP combinatorial optimisation problem
by: Ma, Yijiang, et al.
Published: (2024)
by: Ma, Yijiang, et al.
Published: (2024)
T-Count Optimizing Genetic Algorithm for Quantum State Preparation
by: Wright, Andrew, et al.
Published: (2024)
by: Wright, Andrew, et al.
Published: (2024)
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
Parameter Estimation in Quantum Metrology Technique for Time Series Prediction
by: Sharma, Vaidik A, et al.
Published: (2024)
by: Sharma, Vaidik A, et al.
Published: (2024)
Genetic Transformer-Assisted Quantum Neural Networks for Optimal Circuit Design
by: Wang, Haiyan
Published: (2025)
by: Wang, Haiyan
Published: (2025)
Evaluation and Verification of Physics-Informed Neural Models of the Grad-Shafranov Equation
by: Rizqan, Fauzan Nazranda, et al.
Published: (2025)
by: Rizqan, Fauzan Nazranda, et al.
Published: (2025)
Benchmarking Swarm Optimization Algorithms for Parameter Initialization in the Quantum Approximate Optimization Algorithm
by: Bhat, Shashank Sanjay, et al.
Published: (2025)
by: Bhat, Shashank Sanjay, et al.
Published: (2025)
Reverse Delegated Training and Private Inference via Perfectly-Secure Quantum Homomorphic Encryption
by: Ortega, Sergio A., et al.
Published: (2026)
by: Ortega, Sergio A., et al.
Published: (2026)
Amplitude-Ensemble Quantum-Inspired Tabu Search Algorithm for Solving 0/1 Knapsack Problems
by: Tseng, Kuo-Chun, et al.
Published: (2023)
by: Tseng, Kuo-Chun, et al.
Published: (2023)
HQSI: Hybrid Quantum Swarm Intelligence -- A Case Study of Online Certificate Status Protocol Request Flow Prediction
by: Chen, Abel C. H.
Published: (2025)
by: Chen, Abel C. H.
Published: (2025)
Quantum Long Short-term Memory with Differentiable Architecture Search
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
by: Chen, Samuel Yen-Chi, et al.
Published: (2025)
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity
by: Chen, Samuel Yen-Chi
Published: (2024)
by: Chen, Samuel Yen-Chi
Published: (2024)
Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing
by: Sinno, Salvatore, et al.
Published: (2025)
by: Sinno, Salvatore, et al.
Published: (2025)
Experimental differentiation and extremization with analog quantum circuits
by: Philip, Evan, et al.
Published: (2025)
by: Philip, Evan, et al.
Published: (2025)
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search
by: Xie, Shubing, et al.
Published: (2025)
by: Xie, Shubing, et al.
Published: (2025)
Similar Items
-
Reservoir Computing Using Measurement-Controlled Quantum Dynamics
by: Abbas, A. H., et al.
Published: (2024) -
A Gate-Based Quantum Genetic Algorithm for Real-Valued Global Optimization
by: Souza, Leandro C., et al.
Published: (2025) -
Parallel Proportional Fusion of Spiking Quantum Neural Network for Optimizing Image Classification
by: Xu, Zuyu, et al.
Published: (2024) -
Hybrid Quantum-Classical Encoding for Accurate Residue-Level pKa Prediction
by: Le, Van, et al.
Published: (2026) -
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting
by: Schetakis, Nikolaos, et al.
Published: (2025)