Mach. Learn. Sci. Technol.

Transforming two-dimensional tensor networks into quantum circuits for supervised learning

Pub Date : 2024-03-04 DOI: 10.1088/2632-2153/ad2fec Zhihui Song, Jinchen Xu, Xin Zhou, X. Ding, Zheng Shan

Propagation of priors for more accurate and efficient spectroscopic functional fits and their application to ferroelectric hysteresis

Pub Date : 2021-04-26 DOI: 10.1088/2632-2153/ABFBBA N. Creange, K. P. Kelley, C. Smith, D. Sando, O. Paull, N. Valanoor, S. Somnath, S. Jesse, S. Kalinin, R. Vasudevan

Neural network analysis of neutron and x-ray reflectivity data: pathological cases, performance and perspectives

Pub Date : 2021-04-20 DOI: 10.1088/2632-2153/ABF9B1 Alessandro Greco, V. Starostin, A. Hinderhofer, A. Gerlach, M. Skoda, S. Kowarik, F. Schreiber