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Dynamical Systems

  • Ai’s ‘learning Rule’ Explained As Physics, Not Just Maths
    Artificial Intelligence

    Ai’s ‘learning Rule’ Explained As Physics, Not Just Maths

    by Muhammad Rohail T.February 12, 2026
  • Deep Learning Training Instability Linked to Four-Dimensional Dynamical Principles
    Machine Learning

    Deep Learning Instability: 4D Dynamical Principles

    by Muhammad Rohail T.January 22, 2026
  • Quantum Computing Achieves up to 10% Improvement with Novel LOTUS Optimisation Schedules
    Quantum Algorithms

    LOTUS Optimisation Boosts Quantum Computing 10%

    by Muhammad Rohail T.January 19, 2026
  • Digital Twins Benefit from Joint Parameter and State Estimation with Uncertainty Quantification
    Artificial Intelligence

    Digital Twins: Quantum Parameter & State Estimation

    by Muhammad Rohail T.January 7, 2026
  • From Big Bang to AI, Unified Dynamics Enables Understanding of Complex Systems
    Physics

    Unified Dynamics: AI, Cosmos & Complex Systems

    by Dr. DonovanDecember 20, 2025
  • Quantum Dynamical Signatures Detect Topological Flow Transitions and Connectivity Changes in Limit Cycle Phases
    Quantum Research News

    Quantum Signatures Detect Topological Flow Transitions

    by Muhammad Rohail T.December 15, 2025
  • Accelerated Coupled Mode Model Achieves X Speed Increase for Fiber Laser Amplifiers with High Fidelity
    Technology

    Coupled Mode Model Speeds Fiber Laser Amplifiers

    by Muhammad Rohail T.November 28, 2025
  • Quantum Algorithms Circumvent Noise Via Metastability, Achieving Resilience Without Full Classical Simulation
    Quantum Algorithms

    Quantum Algorithms Resist Noise with Metastability

    by Muhammad Rohail T.November 17, 2025
  • Quantum Master Equations Exhibit Universal Lyapunov Spectrum Bound of -Dimensional Hilbert Space
    Quantum Algorithms

    Quantum Master Equations: Stability Limit Found

    by Muhammad Rohail T.November 3, 2025
  • Wave Equation with Nonlinear Sources and Dissipation in 3 Dimensions Admits a Global Attractor
    Quantum Computing Business News

    3D Wave Equation with Loss Has Global Attractor

    by Muhammad Rohail T.October 23, 2025
  • Globalizing Carleman Linear Embedding Enables Convergence in Regions with Multiple Fixed Points
    Quantum Computing, Quantum Research News

    Carleman Embedding Solves Nonlinear Equations

    by Muhammad Rohail T.October 20, 2025
  • Quantum Optimization with Classical Chaos Enables Effective Parameterization for Hard Maximum Satisfiability Problems
    Quantum Algorithms, Quantum Research News

    Quantum Optimization & Chaos Boosts MaxSAT Problems

    by Muhammad Rohail T.October 7, 2025
  • Sciexplorer Enables Agentic Exploration of Physics Models Without Task-Specific Blueprints
    Physics, Quantum Research News

    SciExplorer Discovers Physics Laws Autonomously

    by Muhammad Rohail T.October 1, 2025
  • Memristor Networks Learn Chaotic Systems via Optimised Electrical Control.
    Science

    Memristors Learn Chaotic Systems with Electrical Control

    by Dr. DonovanJune 16, 2025
  • Dynamic Systems Enhance Extreme Learning Machine Performance and Prediction.
    Technology

    Dynamic Systems Boost Machine Learning Performance

    by Dr. DonovanJune 2, 2025
  • Tensor Networks Improve Chaotic Time Series Prediction Accuracy and Efficiency.
    Mathematics

    Tensor Networks Boost Time Series Prediction

    by Dr. DonovanMay 27, 2025
  • Novel Framework for Model Order Reduction in Tensor Dynamical Systems: Achieving Efficiency and Accuracy.
    Robotics

    Tensor Dynamical Systems: Efficient Model Reduction

    by Dr. DonovanApril 23, 2025
  • Reservoir Computing: Revolutionizing Neural Networks Through Emerging Applications
    Deep Tech

    Reservoir Computing: Efficient Neural Networks

    by Dr. DonovanApril 5, 2025

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