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Tag: Machine learning interatomic potentials

  • Advances in Crystal Structure Prediction Unlock Superconducting Hydride Stability at 150 GPa
    Quantum Machine Learning

    Advances in Crystal Structure Prediction Unlock Superconducting Hydride Stability at 150 GPa

    by Rohail T.January 7, 2026
  • Lightpfp: Data-efficient Machine Learning Achieves Ab Initio Accuracy at Scale, Leveraging Universal Potentials for Tailored Simulations
    Quantum Technology

    Lightpfp: Data-efficient Machine Learning Achieves Ab Initio Accuracy at Scale, Leveraging Universal Potentials for Tailored Simulations

    by Rohail T.November 4, 2025
  • Researchers Achieve 17-fold Speed-up in Materials Science with Universal MLIPs and 6% Accuracy
    Artificial Intelligence

    Researchers Achieve 17-fold Speed-up in Materials Science with Universal MLIPs and 6% Accuracy

    by Quantum NewsSeptember 1, 2025
  • Researchers unlock machine learning potential with 120 million atomic configurations for materials discovery
    Machine Learning

    Researchers unlock machine learning potential with 120 million atomic configurations for materials discovery

    by Quantum NewsAugust 30, 2025
  • Machine Learning Reveals Oxygen’s Role in Strontium Titanate Ferroelectricity
    Machine Learning

    Machine Learning Reveals Oxygen’s Role in Strontium Titanate Ferroelectricity

    by Quantum NewsAugust 17, 2025
  • Machine Learning Accelerates Prediction of Defect Vibrational Properties in Solids
    Machine Learning

    Machine Learning Accelerates Prediction of Defect Vibrational Properties in Solids

    by Quantum NewsAugust 13, 2025
  • Machine Learning Predicts Elastic Properties of Lightweight Aluminum-Magnesium-Zirconium Alloys
    Machine Learning

    Machine Learning Predicts Elastic Properties of Lightweight Aluminum-Magnesium-Zirconium Alloys

    by Quantum NewsAugust 11, 2025
  • Gradient Optimisation Accelerates Machine Learning Interatomic Potential Training for Materials Science.
    Quantum Technology

    Gradient Optimisation Accelerates Machine Learning Interatomic Potential Training for Materials Science.

    by Quantum NewsJuly 2, 2025
  • Machine Learning Interatomic Potentials Accurately Model Twisted Multilayer Graphene.
    Physics

    Machine Learning Interatomic Potentials Accurately Model Twisted Multilayer Graphene.

    by Quantum NewsJune 19, 2025
  • Machine Learning Interatomic Potentials Refined by Experimental X-ray Data.
    Quantum Machine Learning

    Machine Learning Interatomic Potentials Refined by Experimental X-ray Data.

    by Quantum NewsJune 14, 2025
  • SMU Chemist Elfi Kraka Develops Machine Learning Model for Atomic-Level Interactions
    Machine Learning

    SMU Chemist Elfi Kraka Develops Machine Learning Model for Atomic-Level Interactions

    by Quantum NewsMarch 20, 2024

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Latest Quantum Articles
  • Llms Enable Strategic Computation Allocation with ROI-Reasoning for Tasks under Strict Global Constraints
  • Lightweight Test-Time Adaptation Advances Long-Term EMG Gesture Control in Wearable Devices
  • Generalist Robots Validated with Situation Calculus and STL Falsification for Diverse Operations
  • Gpu-accelerated Cholesky Factorization Advances Block Tridiagonal Matrix Solutions 25x
  • Iterative Matrix Product State Simulation Achieves 15x Speedup for 29 Qubit Grover’s Algorithm
  • Advances Physics from Corrupted Data: PINN Delivers Sub-0.15% Nonlinearity Reconstruction
  • Quantum Machine Learning Achieves Scalability with 50 Qubit Shallow-Circuit Supervision
  • Quantum Processor Achieves Verification of Four Computational Phases of Quantum Matter Predictions
  • Maxwell’s Demon Finally Exorcised: How Landauer Solved a 150-Year Paradox
  • The Billiard Ball Computer: A Mechanical Model of Reversible Computation
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