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Tag: Parameterized Circuits

  • Quantum Computers Sidestep Major Flaw, Paving Way for Larger, More Accurate Calculations
    Quantum Algorithms

    Quantum Computers Sidestep Major Flaw, Paving Way for Larger, More Accurate Calculations

    by Rohail T.February 10, 2026
  • Quantum Computing’s ‘barren Plateau’ Problem Now Understood for Complex Circuits
    Quantum Machine Learning

    Quantum Computing’s ‘barren Plateau’ Problem Now Understood for Complex Circuits

    by Rohail T.February 6, 2026
  • VQE Noise Resilience Achieves Robust Convergence with Local Surjectivity Guarantees
    Quantum Simulation

    VQE Noise Resilience Achieves Robust Convergence with Local Surjectivity Guarantees

    by Rohail T.January 28, 2026
  • Noise-Aware Quantum Architecture Search Achieves Robust Circuits with Nsga-Ii Algorithm
    Quantum Algorithms

    Noise-Aware Quantum Architecture Search Achieves Robust Circuits with Nsga-Ii Algorithm

    by Rohail T.January 22, 2026
  • Domain-aware Quantum Circuit Achieves Efficient Machine Learning on NISQ Devices
    Quantum Physics

    Domain-aware Quantum Circuit Achieves Efficient Machine Learning on NISQ Devices

    by Rohail T.December 24, 2025
  • Lieprune Achieves over Compression of Quantum Neural Networks with Negligible Performance Loss for Machine Learning Tasks
    Quantum Research News

    Lieprune Achieves over Compression of Quantum Neural Networks with Negligible Performance Loss for Machine Learning Tasks

    by Rohail T.December 12, 2025
  • Multi-agent Reinforcement Learning Accelerates Quantum Architecture Search for Complex Circuits
    Quantum Algorithms

    Multi-agent Reinforcement Learning Accelerates Quantum Architecture Search for Complex Circuits

    by Rohail T.December 2, 2025
  • Quantum-centric Machine Learning Predicts Molecular Wavefunctions, Enabling Efficient Ab Initio Molecular Dynamics
    Quantum Machine Learning

    Quantum-centric Machine Learning Predicts Molecular Wavefunctions, Enabling Efficient Ab Initio Molecular Dynamics

    by Rohail T.November 15, 2025
  • Quantum Synthetic Data Generation Captures Bioprocess Dynamics, Reducing Dependence on Scarce Experimental Data
    Quantum Machine Learning, Quantum Research News

    Quantum Synthetic Data Generation Captures Bioprocess Dynamics, Reducing Dependence on Scarce Experimental Data

    by Rohail T.October 29, 2025
  • Enhancing Hybrid Methods Optimizes Parameterized Quantum Circuits for Variational Algorithms and Machine Learning
    Quantum Research News

    Enhancing Hybrid Methods Optimizes Parameterized Quantum Circuits for Variational Algorithms and Machine Learning

    by Rohail T.October 13, 2025
  • Loss Behavior in Supervised Learning with Entangled States Demonstrates Improved Quality in Quantum Machine Learning Models
    Quantum Machine Learning

    Loss Behavior in Supervised Learning with Entangled States Demonstrates Improved Quality in Quantum Machine Learning Models

    by Dr. DonovanSeptember 15, 2025
  • Team Achieves Optimised Circuits for 2-qubit Ising Model Simulation with Fidelity Guarantees
    Quantum Algorithms

    Team Achieves Optimised Circuits for 2-qubit Ising Model Simulation with Fidelity Guarantees

    by Dr. DonovanSeptember 10, 2025
  • Researchers Boost Optimisation with Fast Knowledge Transfer
    Quantum Algorithms

    Researchers Boost Optimisation with Fast Knowledge Transfer

    by Dr. DonovanAugust 20, 2025
  • Low-Weight Pauli Propagation Improves Variational Quantum Algorithm Parameter Initialisation
    Quantum Algorithms

    Low-Weight Pauli Propagation Improves Variational Quantum Algorithm Parameter Initialisation

    by Dr. DonovanAugust 11, 2025
  • Circuit Knitting Optimises Variational Quantum Algorithms with Reduced Sampling Overhead
    Quantum Algorithms

    Circuit Knitting Optimises Variational Quantum Algorithms with Reduced Sampling Overhead

    by Dr. DonovanAugust 6, 2025
  • Block-Encoding Compilation Achieves Near-Optimal Resource for Up Eight Qubits
    Quantum Algorithms

    Block-Encoding Compilation Achieves Near-Optimal Resource for Up Eight Qubits

    by Dr. DonovanJuly 24, 2025
  • Verifying Quantum Circuit Equivalence with Cyclotomic Gates and Probabilistic Methods.
    Quantum Technology

    Verifying Quantum Circuit Equivalence with Cyclotomic Gates and Probabilistic Methods.

    by Dr. DonovanJune 27, 2025
  • Quantum Neural Networks Mimic Classical Models, But Face Expressivity Limits.
    Quantum Machine Learning

    Quantum Neural Networks Mimic Classical Models, But Face Expressivity Limits.

    by Dr. DonovanJune 24, 2025
  • Quantum Neural Networks’ Expressibility Replicated with Classical Computing Resources.
    Quantum Simulation

    Quantum Neural Networks’ Expressibility Replicated with Classical Computing Resources.

    by Dr. DonovanJune 18, 2025
  • Quantum Computing Generates Images with Fewer Parameters and High Fidelity.
    Quantum Machine Learning

    Quantum Computing Generates Images with Fewer Parameters and High Fidelity.

    by Dr. DonovanJune 14, 2025
  • QSVM vs VQC: Machine Learning in B-Cell Epitope Prediction Showcases Accuracy Potential
    Quantum Research News

    QSVM vs VQC: Machine Learning in B-Cell Epitope Prediction Showcases Accuracy Potential

    by Dr. DonovanApril 17, 2025
  • Harnessing Large Language Models to Generate Quantum Circuits for Optimization in OpenQASM 3.0
    Technology News

    Harnessing Large Language Models to Generate Quantum Circuits for Optimization in OpenQASM 3.0

    by Dr. DonovanApril 16, 2025
  • Quantum Circuits Outperform Classical Ones in Certain Tasks: Study Finds
    Artificial Intelligence

    Quantum Circuits Outperform Classical Ones in Certain Tasks: Study Finds

    by Dr. DonovanSeptember 9, 2024
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