Magnetic Hamiltonian parameter estimation using deep learning techniques

Measuring the Magnetization from the Image of the Stripe Magnetic Domain

(2019) Kyoung-Woong Moon et al.   Physical Review Applied

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

(2019) Andrew W. Senior et al.   PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS

Skyrmions in magnetic multilayers

(2017) Wanjun Jiang et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Spin-orbit torque-driven skyrmion dynamics revealed by time-resolved X-ray microscopy

(2017) Seonghoon Woo et al.   Nature Communications

Observation of room-temperature magnetic skyrmions and their current-driven dynamics in ultrathin metallic ferromagnets

(2016) Seonghoon Woo et al.   NATURE MATERIALS

Room temperature skyrmion ground state stabilized through interlayer exchange coupling

(2015) Gong Chen et al.   APPLIED PHYSICS LETTERS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Real-time observation of domain fluctuations in a two-dimensional magnetic model system

(2015) M. Kronseder et al.   Nature Communications

Effects of Dzyaloshinskii–Moriya interaction on magnetic stripe domains

(2013) H.Y. Kwon et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Exact asymptotic behavior of magnetic stripe domain arrays

(2013) Tom H. Johansen et al.   PHYSICAL REVIEW B

Novel Chiral Magnetic Domain Wall Structure inFe/Ni/Cu(001)Films

(2013) G. Chen et al.   PHYSICAL REVIEW LETTERS

Writing and Deleting Single Magnetic Skyrmions

(2013) N. Romming et al.   SCIENCE

Tailoring the chirality of magnetic domain walls by interface engineering

(2013) Gong Chen et al.   Nature Communications

Effect of anisotropy and dipole interaction on long-range order magnetic structures generated by Dzyaloshinskii–Moriya interaction

(2012) H.Y. Kwon et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Real-Space Observation of Skyrmion Lattice in Helimagnet MnSi Thin Samples

(2012) Akira Tonomura et al.   NANO LETTERS

Domain Structure in CoFeB Thin Films With Perpendicular Magnetic Anisotropy

(2011) Michihiko Yamanouchi et al.   IEEE Magnetics Letters

A study of the stripe domain phase at the spin reorientation transition of two-dimensional magnetic system

(2010) H.Y. Kwon et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Real-space observation of a two-dimensional skyrmion crystal

(2010) X. Z. Yu et al.   NATURE

Irreversibility, reversibility, and thermal equilibrium in domain patterns of Fe films with perpendicular magnetization

(2010) N. Saratz et al.   PHYSICAL REVIEW B