activity
20172026
most citedDeep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

109 citations · 207 across the 14 of their papers we have counts for

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Showing cond-mat.mtrl-sciShow all

11 papers · 1 filter

cond-mat.mtrl-sci2026

Intrinsic Even-Odd Thickness-Driven Anomalous Hall in Epitaxial MnBi2Te4 Thin Films

Debarghya Mallick, Simon Kim, An-Hsi Chen +12

We demonstrate precise control of magnetism in MnBi2Te4 thin films through careful synthesis by molecular beam epitaxy, achieving minimal defects and accurate layer thickness contr…

cond-mat.mtrl-sci2025★ 1 cited

Nucleation and Antiphase Twin Control in BiSe via Step-Terminated AlO Substrates

Alessandro R. Mazza, Jia Shi, Gabriel A. Vázquez-Lizardi +18

The epitaxial synthesis of high-quality 2D layered materials is an essential driver of both fundamental physics studies and technological applications. BiSe, a prototypical…

cond-mat.mtrl-sci2023★ 109 cited

Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

Sergei V. Kalinin, Debangshu Mukherjee, Kevin M. Roccapriore +9

Machine learning (ML) has become critical for post-acquisition data analysis in (scanning) transmission electron microscopy, (S)TEM, imaging and spectroscopy. An emerging trend is…

cond-mat.mtrl-sci2022★ 19 cited

A roadmap for edge computing enabled automated multidimensional transmission electron microscopy

Debangshu Mukherjee, Kevin M. Roccapriore, Anees Al-Najjar +8

The advent of modern, high-speed electron detectors has made the collection of multidimensional hyperspectral transmission electron microscopy datasets, such as 4D-STEM, a routine.…

cond-mat.mtrl-sci2021

Effective reduction of PdCoO2 thin films via hydrogenation and sign tunable anomalous Hall effect

Gaurab Rimal, Yiting Liu, Caleb Schmidt +14

PdCoO2 , belonging to a family of triangular oxides called delafossite, is one of the most conducting oxides. Its in-plane conductivity is comparable to those of the best metals, a…

cond-mat.mtrl-sci2020★ 6 cited

Strong spin-dephasing in a topological insulator - paramagnet heterostructure

Jason Lapano, Alessandro R. Mazza, Haoxiang Li +9

The interface between magnetic materials and topological insulators can drive the formation of exotic phases of matter and enable functionality through manipulation of the strong s…