Real-time tracking of structural evolution in 2D MXenes using theory-enhanced machine learning

JD Hollenbach, CM Pate, H Jia, JL Hart, P Clancy… - Scientific Reports, 2024 - nature.com
Abstract In situ Electron Energy Loss Spectroscopy (EELS) combined with Transmission
Electron Microscopy (TEM) has traditionally been pivotal for understanding how material …

Event-responsive scanning transmission electron microscopy

JJP Peters, BW Reed, Y Jimbo, K Noguchi, KH Müller… - Science, 2024 - science.org
An ever-present limitation of transmission electron microscopy is the damage caused by
high-energy electrons interacting with any sample. By reconsidering the fundamentals of …

Protective shielding films for atomic-level evaluation of lithium lanthanum zirconium oxide at room temperature

H Sun, K Yamamoto - Cell Reports Physical Science, 2024 - cell.com
Cubic lithium lanthanum zirconium oxide (c-LLZO) compositions are promising electrolytes
for solid-state lithium metal batteries. However, the extremely low tolerance to electron beam …

Diffusion distribution model for damage mitigation in scanning transmission electron microscopy

A Moshtaghpour, A Velazco‐Torrejon… - Journal of …, 2025 - Wiley Online Library
Despite the widespread use of Scanning Transmission Electron Microscopy (STEM) for
observing the structure of materials at the atomic scale, a detailed understanding of some …

A New Low-dose STEM Imaging Mode with Probability Driven Intra-pixel Beam Blanking

JJP Peters, BW Reed, Y Jimbo, A Porter, D Masiel… - 2023 - academic.oup.com
Transmission electron microscopy (TEM) has proven itself as an invaluable tool in
understanding material properties, physical phenomena, and biological processes. Annular …

Depth sectioning using environmental and atomic-resolution STEM

M Takeguchi, A Hashimoto, K Mitsuishi - Microscopy, 2024 - academic.oup.com
Abstract (Scanning) transmission electron microscopy (TEM) images of samples in gas and
liquid media are acquired with an environmental cell (EC) via silicon nitride membranes …

Embedding theory in ML toward real-time tracking of structural dynamics through hyperspectral datasets

JD Hollenbach, CM Pate, H Jia, JL Hart… - arXiv preprint arXiv …, 2023 - arxiv.org
In-situ Electron Energy Loss Spectroscopy (EELS) is an instrumental technique that has
traditionally been used to understand how the choice of materials processing has the ability …

Event-Responsive Beam-Modulated STEM with Multi-Frame and Sparse Scanning

M Mosse, JJP Peters, BW Reed, DJ Masiel, M Conroy… - 2024 - academic.oup.com
Recent advances in high-speed signal processing electronics allow any analog STEM
detector to operate in an event-counting mode, measuring individual electron detection …

Low Dose S/TEM tomography using an electrostatic beam blanker

JD Riches - 13th Asia Pacific Microscopy Congress 2025 …, 2025 - scienceopen.com
Imaging of beam sensitive samples is becoming increasingly important in TEM and STEM
modes. Low dose TEM imaging, initially developed for frozen hydrated biological samples …