Machine-learning-assisted thin-film growth: Bayesian optimization in molecular beam epitaxy of SrRuO3 thin films

Ferromagnetism and Conductivity in Atomically Thin SrRuO3

(2019) H. Boschker et al.   Physical Review X

Ferromagnetism above 1000 K in a highly cation-ordered double-perovskite insulator Sr3OsO6

(2019) Yuki K. Wakabayashi et al.   Nature Communications

Machine-Learning-Assisted Development and Theoretical Consideration for the Al2Fe3Si3 Thermoelectric Material

(2019) Zhufeng Hou et al.   ACS Applied Materials & Interfaces

Design and exploration of semiconductors from first principles: A review of recent advances

(2018) Fumiyasu Oba et al.   Applied Physics Express

Synthesis science of SrRuO3 and CaRuO3 epitaxial films with high residual resistivity ratios

(2018) Hari P. Nair et al.   APL Materials

Accelerating the discovery of materials for clean energy in the era of smart automation

(2018) Daniel P. Tabor et al.   Nature Reviews Materials

Multifunctional structural design of graphene thermoelectrics by Bayesian optimization

(2018) Masaki Yamawaki et al.   Science Advances

Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

(2018) Fang Ren et al.   Science Advances

Machine learning modeling of superconducting critical temperature

(2018) Valentin Stanev et al.   npj Computational Materials

Adaptive design of an X-ray magnetic circular dichroism spectroscopy experiment with Gaussian process modelling

(2018) Tetsuro Ueno et al.   npj Computational Materials

Charting the energy landscape of metal/organic interfaces via machine learning

(2018) Michael Scherbela et al.   PHYSICAL REVIEW MATERIALS

Predictions of new ABO3 perovskite compounds by combining machine learning and density functional theory

(2018) Prasanna V. Balachandran et al.   PHYSICAL REVIEW MATERIALS

Improved adaptive sampling method utilizing Gaussian process regression for prediction of spectral peak structures

(2018) Yuki K. Wakabayashi et al.   Applied Physics Express

Cation distribution and magnetic properties in ultrathin (Ni1–xCox)Fe2O4(x=0–1) layers on Si(111) studied by soft x-ray magnetic circular dichroism

(2018) Yuki K. Wakabayashi et al.   PHYSICAL REVIEW MATERIALS

Enhanced metallic properties of SrRuO3 thin films via kinetically controlled pulsed laser epitaxy

(2016) J. Thompson et al.   APPLIED PHYSICS LETTERS

High-Throughput Computation of Thermal Conductivity of High-Temperature Solid Phases: The Case of Oxide and Fluoride Perovskites

(2016) Ambroise van Roekeghem et al.   Physical Review X

Prediction of Low-Thermal-Conductivity Compounds with First-Principles Anharmonic Lattice-Dynamics Calculations and Bayesian Optimization

(2015) Atsuto Seko et al.   PHYSICAL REVIEW LETTERS

Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single- and binary-component solids

(2014) Atsuto Seko et al.   PHYSICAL REVIEW B

Multi-source MBE with high-precision rate control system as a synthesis method sui generis for multi-cation metal oxides

(2013) Hideki Yamamoto et al.   JOURNAL OF CRYSTAL GROWTH

Quasiparticle Mass Enhancement and Temperature Dependence of the Electronic Structure of FerromagneticSrRuO3Thin Films

(2013) D. E. Shai et al.   PHYSICAL REVIEW LETTERS

Structure, physical properties, and applications ofSrRuO3thin films

(2012) Gertjan Koster et al.   REVIEWS OF MODERN PHYSICS

A perpendicular-anisotropy CoFeB–MgO magnetic tunnel junction

(2010) S. Ikeda et al.   NATURE MATERIALS

Spin transfer switching in TbCoFe∕CoFeB∕MgO∕CoFeB∕TbCoFe magnetic tunnel junctions with perpendicular magnetic anisotropy

(2008) Masahiko Nakayama et al.   JOURNAL OF APPLIED PHYSICS