activity
20212026
most citedTowards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows

12 citations · 43 across the 15 of their papers we have counts for

collaborators

15 papers

cond-mat.mtrl-sci2026★ 1 cited

Anion Ordering and Phase Stability Govern Optical Band Gaps in BaZr(S,Se)3

Erik Fransson, Michael Xu, Prakriti Kayastha +6

Chalcogenide perovskites have emerged as promising lead free materials for photovoltaic and thermoelectric applications. Among them, BaZrS3 has attracted particular attention due t…

cond-mat.mtrl-sci2025

Direct determination of antiferroelectric-to-ferroelectric phase transition pathways in PbZrO with Operando Electron Microscopy

Menglin Zhu, Michael Xu, Louis Alaerts +5

Under a sufficiently high applied electric field, a non-polar antiferroelectric material, such as \ce{PbZrO3}, can undergo a rapid transformation to a polar ferroelectric phase. Wh…

cond-mat.mtrl-sci2025

Operando Electron Microscopy of Nanoscale Electronic Devices on Non-Conductive Substrates

Menglin Zhu, Michael Xu, Zishen Tian +7

Achieving operating conditions comparable to ``bulk'' electronic devices, such as thin film capacitors, during \textit{operando} electron microscopy remains challenging, particular…

cond-mat.mtrl-sci2024★ 1 cited

Sensitivity of Multislice Electron Ptychography to Point Defects: A Case Study in SiC

Aaditya Bhat, Colin Gilgenbach, Junghwa Kim +3

Here, we evaluate multislice electron ptychography as a tool to carry out depth-resolved atomic resolution characterization of point defects, using silicon carbide as a case study.…

cond-mat.mtrl-sci2024★ 3 cited

Bridging experiment and theory of relaxor ferroelectrics at the atomic scale with multislice electron ptychography

Menglin Zhu, Michael Xu, Yubo Qi +7

Introducing structural and/or chemical heterogeneity into otherwise ordered crystals can dramatically alter material properties. Lead-based relaxor ferroelectrics are a prototypica…

cond-mat.mtrl-sci2024

Atomic Structure of Self-Buffered BaZr(S,Se) Epitaxial Thin Film Interfaces

Michael Xu, Kevin Ye, Ida Sadeghi +2

Understanding and controlling the growth of chalcogenide perovskite thin films through interface design is important for tailoring film properties. Here, the film and interface str…

cond-mat.mtrl-sci2024★ 8 cited

Additively manufacturable high-strength aluminum alloys with thermally stable microstructures enabled by hybrid machine learning-based design

S. Mohadeseh Taheri-Mousavi, Michael Xu, Florian Hengsbach +8

Additively manufactured (AM) aluminum alloys with high strength and thermal stability have broad applications in turbine engines, vacuum pumps, heat exchangers, and many other indu…

cond-mat.mtrl-sci2024★ 2 cited

A Processing Route to Chalcogenide Perovskites Alloys with Tunable Band Gap via Anion Exchange

Kevin Ye, Ida Sadeghi, Michael Xu +6

We demonstrate synthesis of BaZr(S,Se)3 chalcogenide perovskite alloys by selenization of BaZrS3 thin films. The anion-exchange process produces films with tunable composition and…

cond-mat.mtrl-sci2024

Insights into Chemical and Structural Order at Planar Defects in a Functional Oxide Using Multislice Electron Ptychography

Menglin Zhu, Michael Xu, Yu Yun +7

Switchable order parameters in ferroic materials are essential for functional electronic devices, yet disruptions of the ordering can take the form of planar boundaries or defects…

cond-mat.mtrl-sci2023

Validation of machine-learned interatomic potentials via temperature-dependent electron thermal diffuse scattering

Dennis S. Kim, Michael Xu, James M. LeBeau

Machine-learned interatomic potentials (MLIPs) show promise in accurately describing the physical properties of materials, but there is a need for a higher throughput method of val…

cond-mat.mtrl-sci2023★ 10 cited

Determination of Local Short-Range Order in TiVNbHf(Al)

Michael Xu, Shaolou Wei, Cemal C. Tasan +1

The presence of short-range chemical order can be a key factor in determining the mechanical behavior of metals, but directly and unambiguously determining its distribution in comp…

cond-mat.mtrl-sci2022★ 1 cited

A new semiconducting perovskite alloy system made possible by gas-source molecular beam epitaxy

Ida Sadeghi, Jack Van Sambeek, Tigran Simonian +5

Optoelectronic technologies are based on families of semiconductor alloys. It is rare that a new semiconductor alloy family is developed to the point where epitaxial growth is poss…

cond-mat.mtrl-sci2022

Correlating Local Chemical and Structural Order Using Geographic Information Systems-Based Spatial Statistics

Michael Xu, Abinash Kumar, James M. LeBeau

Analysis of nanoscale short-range chemical and/or structural order via (scanning) transmission electron microscopy (S/TEM) imaging is fundamentally limited by projection of the thr…

physics.ins-det2022★ 12 cited

Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows

Michael Xu, Abinash Kumar, James M. LeBeau

Here, we report a case study implementation of reinforcement learning (RL) to automate operations in the scanning transmission electron microscopy (STEM) workflow. To do so, we des…

cond-mat.mtrl-sci2021★ 5 cited

Making BaZrS3 chalcogenide perovskite thin films by molecular beam epitaxy

Ida Sadeghi, Kevin Ye, Michael Xu +2

We demonstrate the making of BaZrS3 thin films by molecular beam epitaxy (MBE). BaZrS3 forms in the orthorhombic distorted-perovskite structure with corner-sharing ZrS6 octahedra.…