Improved machine learning algorithm for predicting ground state properties
Improved machine learning algorithm for predicting ground state properties is a scholarly work, published in 2024 in ''Nature Communications''. The main subjects of the publication include ground state, quantum, physics, statistical physics, quantum computer, qubit, locality, quantum computing, algorithm, quantum machine learning, scaling, quantum algorithm, materials informatics industry, machine learning, many-body problem, Hamiltonian, and computer science. The authors give a classical machine learning (ML) algorithm for predicting ground state properties with an inductive bias encoding geometric locality.