Integrating Microscopy, Large Language Models, and High Performance Computing

Peter Ercius

doi:10.1093/mam/ozag053.937

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Integrating Microscopy, Large Language Models, and High Performance Computing

2026-07-27

DOI：10.1093/mam/ozag053.937

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Abstract

Journal

Microscopy and Microanalysis

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Papers:

2.5K

Citations:

6.2K

Organization

Lawrence Berkeley National Laboratory

Scholars:

213

Papers: 91

Citations: 0

Cited Papers

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Accelerating Time-to-Science by Streaming Detector Data Directly into Perlmutter Compute Nodes

Lecture Notes in Computer Science

IF0

2025-01-01

PREAI

Welborn,Samuel S.; Harris,Chris; Ercius,Peter; Bard,Deborah J.; Enders,Bjoern

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Machine learning in scanning transmission electron microscopy

Nature Reviews Methods Primers

IF0

2022-03-03

PREAI

Sergei V. Kalinin; Colin Ophus; Paul M. Voyles; Rolf Erni; Demie Kepaptsoglou; Vincenzo Grillo; Andrew R. Lupini; Mark P. Oxley; Eric Schwenker; Maria K. Y. Chan; Joanne Etheridge; Xiang Li; Grace G. D. Han; Maxim Ziatdinov; Naoya Shibata; Stephen J. Pennycook

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Streaming Large-Scale Microscopy Data to a Supercomputing Facility

Microscopy and Microanalysis

IF0

2025-02-17

PREAI

Welborn,Samuel S; Harris,Chris; Ribet,Stephanie M; Varnavides,Georgios; Ophus,Colin; Enders,Bjoern; Ercius,Peter

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The 4D Camera: An 87 kHz Direct Electron Detector for Scanning/Transmission Electron Microscopy

Microscopy and Microanalysis

IF0

2024-09-19

OAAI

Peter Ercius; Ian J Johnson; Philipp Pelz; Benjamin H Savitzky; Lauren Hughes; Hamish G Brown; Steven E Zeltmann; Shang-Lin Hsu; Cassio C S Pedroso; Bruce E Cohen; Ramamoorthy Ramesh; David Paul; John M Joseph; Thorsten Stezelberger; Cory Czarnik; Matthew Lent; Erin Fong; Jim Ciston; Mary C Scott; Colin Ophus; Andrew M Minor; Peter Denes

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