Publications by authors named "Elizabeth Munch"

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Using topological data analysis to compare inter-subject variability across resting state functional MRI brain representations.
Ty Easley, Kevin Freese, Elizabeth Munch, Janine Bijsterbosch

ArXiv· September 2025

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Neurospectrum: A Geometric and Topological Deep Learning Framework for Uncovering Spatiotemporal Signatures in Neural Activity.
Dhananjay Bhaskar, Yanlei Zhang, Jessica Moore, Feng Gao, Bastian Rieck, Elizabeth Munch

bioRxiv· May 2025

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Expression-based machine learning models for predicting plant tissue identity.
Sourabh Palande, Jeremy Arsenault, Patricia Basurto-Lozada, Andrew Bleich, Brianna N I Brown, Elizabeth Munch

Appl Plant Sci· October 2024

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Topological data analysis reveals a core gene expression backbone that defines form and function across flowering plants.
Sourabh Palande, Joshua A M Kaste, Miles D Roberts, Kenia Segura Abá, Carly Claucherty, Elizabeth Munch

PLoS Biol· December 2023

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Persistent homology of coarse-grained state-space networks.
Audun D Myers, Max M Chumley, Firas A Khasawneh, Elizabeth Munch

Phys Rev E· March 2023

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Detecting bifurcations in dynamical systems with CROCKER plots.
İsmail Güzel, Elizabeth Munch, Firas A Khasawneh

Chaos· September 2022

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Evolutionary homology on coupled dynamical systems with applications to protein flexibility analysis.
Zixuan Cang, Elizabeth Munch, Guo-Wei Wei

J Appl Comput Topol· December 2020

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The shape of things to come: Topological data analysis and biology, from molecules to organisms.
Erik J Amézquita, Michelle Y Quigley, Tim Ophelders, Elizabeth Munch, Daniel H Chitwood

Dev Dyn· July 2020

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A Structural Average of Labeled Merge Trees for Uncertainty Visualization.
Lin Yan, Yusu Wang, Elizabeth Munch, Ellen Gasparovic, Bei Wang

IEEE Trans Vis Comput Graph· January 2020

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Isolating phyllotactic patterns embedded in the secondary growth of sweet cherry ( L.) using magnetic resonance imaging.
Mitchell Eithun, James Larson, Gregory Lang, Daniel H Chitwood, Elizabeth Munch

Plant Methods· October 2019

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Persistent homology of complex networks for dynamic state detection.
Audun Myers, Elizabeth Munch, Firas A Khasawneh

Phys Rev E· August 2019

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