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20102026
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

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6 papers · 1 filter

physics.app-ph2025★ 15 cited

Low-Loss Superconducting Resonators Fabricated from Tantalum Films Grown at Room Temperature

Guillaume Marcaud, David Perello, Cliff Chen +16

The use of -tantalum in superconducting circuits has enabled a considerable improvement of the coherence time of transmon qubits. The standard approach to grow -tantalum thin…

physics.app-ph2023★ 30 cited

Nitrogen-Based Magneto-Ionic Manipulation of Exchange Bias in CoFe/MnN Heterostructures

Christopher J. Jensen, Alberto Quintana, Patrick Quarterman +6

Electric field control of the exchange bias effect across ferromagnet/antiferromagnet (FM/AF) interfaces has offered exciting potentials for low-energy-dissipation spintronics. In…

physics.app-ph2023★ 11 cited

Engineering of Niobium Surfaces Through Accelerated Neutral Atom Beam Technology For Quantum Applications

Soumen Kar, Conan Weiland, Chenyu Zhou +16

A major roadblock to scalable quantum computing is phase decoherence and energy relaxation caused by qubits interacting with defect-related two-level systems (TLS). Native oxides p…

physics.app-ph2021★ 10 cited

Demonstration of a laser powder bed fusion combinatorial sample for high-throughput microstructure and indentation characterization

Jordan S. Weaver, Adam L. Pintar, Carlos Beauchamp +3

High-throughput experiments that use combinatorial samples with rapid measurements can be used to provide process-structure-property information at reduced time, cost, and effort.…

physics.app-ph2020

Probing Electrified Liquid-Solid Interfaces with Scanning Electron Microscopy

Hongxuan Guo, Alexander Yulaev, Evgheni Strelcov +5

Electrical double layers play a key role in a variety of electrochemical systems. The mean free path of secondary electrons in aqueous solutions is on the order of a nanometer, mak…

physics.app-ph2019★ 12 cited

Extracting Dimensional Parameters of Gratings Produced with Self-Aligned Multiple Patterning Using GISAXS

Mika Pflüger, R. Joseph Kline, Analía Fernández Herrero +3

Background: To ensure consistent and high-quality semiconductor production at future logic nodes, additional metrology tools are needed. For this purpose, grazing-incidence small-a…