Machine learning phases of matter

• Quantum convolutional neural network for phase recognition in two dimensions

  2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations
• Snake net with a neural network for detecting multiple phases in the phase diagram

  2023 Physical review. E article Physics and Astronomy Theoretical and Computational Physics Open access

  0

  citations
• Certificates of quantum many-body properties assisted by machine learning

  2023 Physical Review Research article Physics and Astronomy Quantum many-body systems Open access

  9

  citations
• Quantum machine learning beyond kernel methods

  2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

  228

  citations
• Machine Learning Applied to Industrial Assembly Lines: A Bibliometric Study

  2023 Springer proceedings in mathematics & statistics conference-paper Engineering Digital Transformation in Industry

  0

  citations
• Machine Learning of Implicit Combinatorial Rules in Mechanical Metamaterials

  2022 Physical Review Letters article Materials Science Machine Learning in Materials Science Open access

  37

  citations
• Statistical Physics for Medical Diagnostics: Learning, Inference, and Optimization Algorithms

  2020 Diagnostics article Health Professions Artificial Intelligence in Healthcare Open access

  6

  citations
• One-component order parameter in URu 2 Si 2 uncovered by resonant ultrasound spectroscopy and machine learning

  2020 Science Advances article Physics and Astronomy Rare-earth and actinide compounds Open access cited by 3 patents

  42

  citations

8 results