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

1.2k citations

Showing 2023Show all

6 papers · 1 filter

cond-mat.mtrl-sci2023★ 6 cited

Single-Phase L1-Ordered High Entropy Thin Films with High Magnetic Anisotropy

Willie B. Beeson, Dinesh Bista, Huairuo Zhang +4

The vast high entropy alloy (HEA) composition space is promising for discovery of new material phases with unique properties. We explore the potential to achieve rare-earth-free hi…

physics.optics2023★ 15 cited

Bound-state-in-continuum guided modes in a multilayer electro-optically active photonic integrated circuit platform

Kyunghun Han, Thomas W. LeBrun, Vladimir A. Aksyuk

Bound states in the continuum (BICs) are localized states existing within a continuous spectrum of delocalized waves. Emerging multilayer photonic integrated circuit (PIC) platform…

physics.optics2023★ 16 cited

Low-power, agile electro-optic frequency comb spectrometer for integrated sensors

Kyunghun Han, David A. Long, Sean M. Bresler +7

Sensing platforms based upon photonic integrated circuits have shown considerable promise; however, they require corresponding advancements in integrated optical readout technologi…

cond-mat.mes-hall2023★ 17 cited

Giant Hall Switching by Surface-State-Mediated Spin-Orbit Torque in a Hard Ferromagnetic Topological Insulator

Lixuan Tai, Haoran He, Su Kong Chong +17

Topological insulators (TI) and magnetic topological insulators (MTI) can apply highly efficient spin-orbit torque (SOT) and manipulate the magnetization with their unique topologi…

gr-qc2023★ 3 cited

Aretakis Hair for Extreme Kerr Black Holes with Axisymmetric Scalar Perturbations

Lior M. Burko, Gaurav Khanna, Subir Sabharwal

We study the evolution of axially-symmetric scalar field perturbations on an extreme Kerr spacetime for initial data with multipole moments higher than the least ra…

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…