most citedPtyRAD: A High-performance and Flexible Ptychographic Reconstruction Framework with Automatic Differentiation

14 citations · 17 across the 5 of their papers we have counts for

collaborators

8 papers

physics.optics2026

Parallax Depth Sectioning and 3D Reconstruction in 4D-STEM

Desheng Ma, Chia-Hao Lee, Zixiao Shi +2

Three-dimensional (3D) information is encoded in four-dimensional scanning transmission electron microscopy (4D-STEM) through parallax between the virtual images formed at each det…

cond-mat.mtrl-sci2026

Three-dimensional imaging of oxygen dopant distribution in SrCuO by electron ptychography

Hongbin Yang, Jinkwon Kim, Desheng Ma +3

Oxygen dopants play a critical role in tuning the properties of cuprate superconductors, yet it is challenging to visualize them at the atomic scale. Here, we use multislice electr…

cond-mat.str-el2026

Anomalous Thermal Conductivity Reversal Driven by a Fluctuating Charge Density Wave

Han Huang, Jinghang Dai, Joyce Christiansen-Salameh +14

For more than a century, the lattice thermal conductivity of crystalline solids has been known to decrease with increasing temperature, as the phonons that carry heat scatter more…

physics.optics2025

Using Aberrations to Improve Dose-Efficient Tilt-corrected 4D-STEM Imaging

Desheng Ma, David A Muller, Steven E Zeltmann

Tilt-corrected imaging methods in four-dimensional scanning transmission electron microscopy (4D-STEM) have recently emerged as a new class of direct ptychography methods that are…

cond-mat.mtrl-sci2025

Electron Ptychography Images Hydrogen Atom Superlattices and 3D Inhomogeneities in Palladium Hydride Nanoparticles

Zixiao Shi, Qihao Li, Himani Mishra +3

When hydrogen atoms occupy interstitial sites in metal lattices, they form metal hydrides (MHx), whose structural and electronic properties can differ significantly from the host m…

physics.optics2025★ 2 cited

Information in 4D-STEM: Where it is, and How to Use it

Desheng Ma, Guanxing Li, David A Muller +1

Contrast transfer mechanisms for electron scattering have been extensively studied in transmission electron microscopy. Here we revisit H. Rose's generalized contrast formalism fro…

cond-mat.mtrl-sci2025★ 1 cited

Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy

Utkarsh Pratiush, Austin Houston, Kamyar Barakati +70

Microscopy is a primary source of information on materials structure and functionality at nanometer and atomic scales. The data generated is often well-structured, enriched with me…

cond-mat.mtrl-sci2025★ 14 cited

PtyRAD: A High-performance and Flexible Ptychographic Reconstruction Framework with Automatic Differentiation

Chia-Hao Lee, Steven E. Zeltmann, Dasol Yoon +2

Electron ptychography has recently achieved unprecedented resolution, offering valuable insights across diverse material systems, including in three dimensions. However, high-quali…