Recent Science Breakthroughs at National Scientific User Facilities

FOCUS · MAR-X63 · ID: 3095894

Presentations

  • Investigating Biology in the Poisson Limit at the Nanoscale

    ORAL

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    Presenters

    • Aeron T Tynes Hammack

      Lawrence Berkeley National Labs

    Authors

    • Aeron T Tynes Hammack

      Lawrence Berkeley National Labs

    • Harika Dechiraju

      Lawrence Berkeley National Labs

    • Shaul Aloni

      Lawrence Berkeley National Labs, Lawrence Berkeley National Laboratory, Molecular Foundry, Lawrence Berkeley National Laboratory

    • Michael Connolly

      Lawrence Berkeley National Labs

    • Katherine Sytwu

      Lawrence Berkeley National Labs

    • Scott Dhuey

      Lawrence Berkeley National Labs, Lawrence Berkeley National Laboratory, The Molecular Foundry, Lawrence Berkeley National Laboratory

    View abstract →

  • Engineering reversibility of liquid-liquid phase separation in artificial proteins

    ORAL

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    Publication: "Engineered reversibility of liquid-liquid phase separation in recombinant polypeptides", under review at Advanced Materials

    Presenters

    • Qingteng Zhang

      Argonne National Laboratory

    Authors

    • Qingteng Zhang

      Argonne National Laboratory

    • Miaoqi Chu

      Argonne National Laboratory

    • Doga Ozgulbas

      Argonne National Laboratory

    • Alex Lavens

      Argonne National Laboratory

    • Nicholas Marks

      Argonne National Laboratory

    • Ming Du

      Argonne National Laboratory

    View abstract →

  • Unraveling Transient Behaviors in Soft Matters from Dynamics in Non-Equilibrium

    ORAL

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    Publication: He, HongRui, et al. "Transport coefficient approach for characterizing nonequilibrium dynamics in soft matter." Proceedings of the National Academy of Sciences 121.31 (2024): e2401162121.

    Presenters

    • HongRui He

      University of Chicago

    Authors

    • HongRui He

      University of Chicago

    • Heyi Liang

      University of Chicago

    • Miaoqi Chu

      Argonne National Laboratory

    • Zhang Jiang

      Argonne National Laboratory

    • Suresh Narayanan

      Argonne National laboratory

    • Juan J De Pablo

      University of Chicago

    • Matthew V Tirrell

      University of Chicago

    • Wei Chen

      Argonne National Laboratory

    View abstract →

  • Accelerated Mapping of Polymer Self-Assembly with SAXS/SANS and the NIST Autonomous Formulation Laboratory

    ORAL

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    Presenters

    • Peter Beaucage

      National Institute of Standards and Technology (NIST)

    Authors

    • Peter Beaucage

      National Institute of Standards and Technology (NIST)

    • Tyler B Martin

      National Institute of Standards and Technology (NIST)

    • Duncan Sutherland

      University of Colorado at Boulder, National Institute of Standards and Technology (NIST)

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  • Structure-Performance Relationships of Lithium-Ion Battery Cathodes Revealed by Contrast-Variation Small-Angle Neutron Scattering

    ORAL · Invited

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    Publication: Liu Q., Brenneis W., Nagy G., Doucet M., Lopez J., Richards, J. J.* (2024). Structure-Performance Relationships of Lithium-Ion Battery Cathodes Revealed by Contrast-Variation Small-Angle Neutron Scattering. In review.

    Presenters

    • Jeffrey J Richards

      Northwestern University

    Authors

    • Qingsong Liu

      Northwestern University

    • Willa Brenneis

      Northwestern University

    • Gergely Nagy

      Oak Ridge National Laboratory

    • Wesley Ho

      Northwestern University

    • Mathieu Doucet

      Oak Ridge National Laboratory

    • Jeffrey Lopez

      Northwestern University

    • Jeffrey J Richards

      Northwestern University

    View abstract →

  • The Center for Advanced Mathematics for Energy Research Applications (CAMERA): Advancing the Capabilities of National Scientific User Facilities Through Innovative Mathematics

    ORAL

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    Publication: Donatelli, Jeffrey J., Peter H. Zwart, and James A. Sethian. "Iterative phasing for fluctuation X-ray scattering." Proceedings of the National Academy of Sciences 112.33 (2015): 10286-10291.

    Kurta, Ruslan P., et al. "Correlations in scattered X-ray laser pulses reveal nanoscale structural features of viruses." Physical review letters 119.15 (2017): 158102.

    Donatelli, Jeffrey J., James A. Sethian, and Peter H. Zwart. "Reconstruction from limited single-particle diffraction data via simultaneous determination of state, orientation, intensity, and phase." Proceedings of the National Academy of Sciences 114.28 (2017): 7222-7227.

    Pande, Kanupriya, et al. "Ab initio structure determination from experimental fluctuation X-ray scattering data." Proceedings of the National Academy of Sciences 115.46 (2018): 11772-11777.

    Pelt, Daniël M., Kees Joost Batenburg, and James A. Sethian. "Improving tomographic reconstruction from limited data using mixed-scale dense convolutional neural networks." Journal of Imaging 4.11 (2018): 128.

    Pelt, Daniël M., and James A. Sethian. "A mixed-scale dense convolutional neural network for image analysis." Proceedings of the National Academy of Sciences 115.2 (2018): 254-259.

    Araujo, Flavio HD, et al. "Reverse image search for scientific data within and beyond the visible spectrum." Expert Systems with Applications 109 (2018): 35-48.

    Noack, Marcus M., et al. "A kriging-based approach to autonomous experimentation with applications to x-ray scattering." Scientific reports 9.1 (2019): 11809.

    Donatelli, Jeffrey J., and John CH Spence. "Inversion of many-beam Bragg intensities for phasing by iterated projections: Removal of multiple scattering artifacts from diffraction data." Physical review letters 125.6 (2020): 065502.

    Noack, Marcus M., et al. "Autonomous materials discovery driven by Gaussian process regression with inhomogeneous measurement noise and anisotropic kernels." Scientific reports 10.1 (2020): 17663.

    Noack, Marcus M., et al. "Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities." Nature Reviews Physics 3.10 (2021): 685-697.

    Noack, Marcus M., and James A. Sethian. "Advanced stationary and nonstationary kernel designs for domain-aware gaussian processes." Communications in Applied Mathematics and Computational Science 17.1 (2022): 131-156.

    Pande, K., et al. "Joint iterative reconstruction and 3D rigid alignment for X-ray tomography." Optics Express 30.6 (2022): 8898-8916.

    Segev-Zarko, Li-av, et al. "Cryo-electron tomography with mixed-scale dense neural networks reveals key steps in deployment of Toxoplasma invasion machinery." PNAS nexus 1.4 (2022): pgac183.

    Fioravante de Siqueira, Alexandre, Daniela M. Ushizima, and Stéfan J. van der Walt. "A reusable neural network pipeline for unidirectional fiber segmentation." Scientific data 9.1 (2022): 32.

    Noack, Marcus M., et al. "Exact Gaussian processes for massive datasets via non-stationary sparsity-discovering kernels." Scientific reports 13.1 (2023): 3155.

    Huang, Ying, et al. "Detecting lithium plating dynamics in a solid-state battery with operando X-ray computed tomography using machine learning." npj Computational Materials 9.1 (2023): 93.

    Chagnon, Eric, et al. "Benchmarking topic models on scientific articles using BERTeley." Natural Language Processing Journal 6 (2024): 100044.

    Shah, Niteya, et al. "Optimizing and scaling the 3D reconstruction of single-particle imaging." 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS). IEEE, 2024.

    Kumar, Dinesh, Dilworth Y. Parkinson, and Jeffrey J. Donatelli. "tomoCAM: fast model-based iterative reconstruction via GPU acceleration and non-uniform fast Fourier transforms." Journal of Synchrotron Radiation 31.1 (2024).

    Sordo, Zineb, et al. "RhizoNet segments plant roots to assess biomass and growth for enabling self-driving labs." Scientific Reports 14.1 (2024): 12907.

    Hu, Z. and Donatteli, J.J., "A Multi-Tiered Computational Methodology for Extracting 3D Rotational Diffusion Coefficients from X-ray Photon Correlation Spectroscopy Data without Structural Information" (In review)

    Donatelli, J.J., Chu, M., Jiang, Z., Schwarz, N., and Sethian, J.A., "Nonuniform Iterative Phasing Framework for 3D Dynamical Inversion from Coherent Surface Scattering Imaging" (In Preparation)

    Presenters

    • Jeffrey Donatelli

      Lawrence Berkeley National Laboratory

    Authors

    • Jeffrey Donatelli

      Lawrence Berkeley National Laboratory

    • James A Sethian

      UC Berkeley and Lawrence Berkeley National Laboratory

    • Marcus Noack

      Lawrence Berkeley National Laboratory

    • Zineb Sordo

      Lawrence Berkeley National Laboratory

    • Daniela Ushizima

      University of California, Berkeley

    • Petrus H Zwart

      Lawrence Berkeley National Laboratory

    • Zixi Hu

      Lawrence Berkeley National Laboratory

    • Kanupriya Pande

      Lawrence Berkeley National Laboratory

    • Dinesh Kumar

      Lawrence Berkeley National Laboratory

    • Ronald J Pandolfi

      Lawrence Berkeley National Laboratory

    • Harinarayan Krishnan

      Lawrence Berkeley National Laboratory

    • Alexander Hexemer

      Lawrence Berkeley National Laboratory

    • Eric Chagnon

      Lawrence Berkeley National Laboratory

    • Daniel Pelt

      Leiden University

    • Dilworth Parkinson

      Lawrence Berkeley National Laboratory

    • David A Shapiro

      Lawrence Berkeley National Laboratory

    View abstract →

  • Advances in Quantifying and Improving Alignment of Carbon/Boron Nitride Nanotube Composite Films Towards Applications in Quantum Photonics

    ORAL

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    Publication: Manuscript to be submitted: "Aligned Boron Nitride Nanotube Thin Films and their Co-Composites with Single-Walled Carbon Nanotubes through Slow Vacuum Filtration"

    Presenters

    • Pavel Shapturenka

      National Institute of Standards and Technology, University of Pennsylvania

    Authors

    • Pavel Shapturenka

      National Institute of Standards and Technology, University of Pennsylvania

    • Tehseen Adel

      Department of Physical Sciences, University of Findlay, University of Findlay

    • Frank M Abel

      US Naval Academy

    • Angela R. Hight Walker

      National Institute of Standards and Technology (NIST)

    • Jeffrey A Fagan

      National Institute of Standards and Technology

    View abstract →