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Tag: Surrogate Models

  • Abstract illustration of an irregular lumpy sphere or asteroid-like shape rendered as a green wireframe mesh with a subtle glow, showing an uneven bumpy surface texture against a dark background
    Quantum Simulation

    Simulation Surrogates ADAPT to New Scenarios with Stability

    by Muhammad Rohail T.February 20, 2026
  • Review Reveals 3D IC Packaging Needs Dynamic Digital Twin Reliability Management
    Emerging Technology

    3D ICs: Digital Twin Reliability Management

    by Muhammad Rohail T.February 3, 2026
  • Smog Achieves Scalable Multi-Objective Bayesian Optimization with Limited Measurement Budgets
    Machine Learning

    SMOG: Bayesian Optimization with Limited Data

    by Muhammad Rohail T.January 31, 2026
  • Surrogate Model Achieves Sub-Angstrom Accuracy in Molecular Dynamics Simulations
    Machine Learning

    Molecular Dynamics: Sub-Angstrom Accuracy with Surrogate

    by Muhammad Rohail T.December 29, 2025
  • Sample-efficient Quantum Error Mitigation Via Classical Learning Surrogates Achieves Constant Measurement Overhead for Circuits
    Quantum Computing

    Quantum Error Mitigation Cuts Measurement Overhead

    by Muhammad Rohail T.November 14, 2025
  • Star-by-star Galaxy Simulation with 300 Billion Particles Achieved Using Machine Learning and 7,147,200 CPU Cores
    Technology News

    Galaxy Simulation: 300 Billion Particles & Machine Learning

    by Muhammad Rohail T.November 4, 2025
  • Machine Learning Accelerates Automotive Crash Dynamics Modeling with PhysicsNeMo Framework
    Technology News, Quantum Research News

    ML Speeds Automotive Crash Modeling with PhysicsNeMo

    by Muhammad Rohail T.October 28, 2025
  • Pmrt Enables Fast, 3D High-Resolution Aerodynamic Prediction, Achieving 7x Cost Reduction with 0.975 Accuracy
    Quantum Research News

    PMRT Cuts Aerodynamic Simulation Cost by 7x

    by Muhammad Rohail T.September 24, 2025
  • LASANA Enables Fast, Accurate Simulation of In-Memory and Event-Driven Systems
    Analog Computing

    LASANA: Fast Simulation of Analog Systems

    by Dr. DonovanJuly 17, 2025
  • Offline Optimisation: Neural Networks Enhance Robustness of Prior Data Models.
    Quantum Algorithms

    Neural Networks Boost Offline Data Model Robustness

    by Dr. DonovanJune 25, 2025
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