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Final Program


Analytical Sciences Symposia

Category: Featured Syposium

A03.P1 - When 4D-STEM Meets More Dimensions: Deepening Materials Insights with Efficient Experimental Design and Smart Computational Microscopy

(365) Hamiltonian-Preserving Symplectic Neural Networks for Robust Phase Retrieval in 4D STEM Ptychography

Thursday, July 31, 2025
10:00 AM - 12:00 PM MT

    Presenting Author(s)

  • Roberto dos Reis, Ph.D

    Research Assistant Professor
    Northwestern University
    The NUANCE Center, Northwestern University, United States

    • Co-Author(s)

  • Gd

    Gabriel T. dos santos (he/him/his)

    Postdocotral Research
    Northwestern University
    Northwestern University
    Evanston, IL, United States

  • Vinayak P. Dravid

    Professor
    Northwestern University
    The NUANCE Center, Northwestern University
    Evanston, IL, United States