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20122025
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

Showing 2017Show all

7 papers · 1 filter

quant-ph2017★ 12 cited

Diffusion Monte Carlo approach versus adiabatic computation for local Hamiltonians

Jacob Bringewatt, William Dorland, Stephen P. Jordan +1

Most research regarding quantum adiabatic optimization has focused on stoquastic Hamiltonians, whose ground states can be expressed with only real, nonnegative amplitudes. This rai…

physics.atom-ph2017★ 27 cited

Wavelength-dispersive spectroscopy in the hard x-ray regime of a heavy highly-charged ion: The 1s Lamb shift in hydrogen-like gold

T. Gassner, M. Trassinelli, R. Heß +40

Accurate spectroscopy of highly charged high-Z ions in a storage ring is demonstrated to be feasible by the use of specially adapted crystal optics. The method has been applied for…

cond-mat.mtrl-sci2017★ 143 cited

On the primary spacing and microsegregation of cellular dendrites in laser deposited Ni-Nb alloys

Supriyo Ghosh, Li Ma, Nana Ofori-Opoku +1

In this study, an alloy phase-field model is used to simulate solidification microstructures at different locations within a solidified molten pool. The temperature gradient an…

cond-mat.mtrl-sci2017★ 448 cited

Application of Finite Element, Phase-field, and CALPHAD-based Methods to Additive Manufacturing of Ni-based Superalloys

Trevor Keller, Greta Lindwall, Supriyo Ghosh +11

Numerical simulations are used in this work to investigate aspects of microstructure and microsegregation during rapid solidification of a Ni-based superalloy in a laser powder bed…

physics.ao-ph2017★ 40 cited

Extracting quasi-steady Lagrangian transport patterns from the ocean circulation: An application to the Gulf of Mexico

Rodrigo Duran, Francisco J. Beron-Vera, Maria Josefina Olascoaga

We construct a climatology of Lagrangian coherent structures (LCSs), the concealed skeleton that shapes transport, with a twelve-year-long data-assimilative simulation of the sea-s…

cond-mat.mtrl-sci2017★ 81 cited

Evolution of Raman spectra in MoWTe alloys

Sean M. Oliver, Ryan Beams, Sergiy Krylyuk +9

The structural polymorphism in transition metal dichalcogenides (TMDs) provides exciting opportunities for developing advanced electronics. For example, MoTe crystallizes in th…