GPU-Accelerated Approximate Kernel Method for Quantum Machine Learning

Nicholas J. Browning, Felix A. Faber, O. Anatole von Lilienfeld

Conventional kernel-based machine learning models for ab initio potential energy surfaces, while accurate and convenient in small data regimes, suffer immense computational cost as…