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Stephen Baek

University of Iowa (from arXiv:1906.06747, 2019) · ORCID · OpenAlex

8 papers in scope · 8 published · 1 on the econ.EM arXiv · 405 citations · h-index 7 (over the papers listed here)

Papers

(1 of 8)

G-PARC: Graph-Physics Aware Recurrent Convolutional neural networks for spatiotemporal dynamics on unstructured meshes
published2026 · Scientific Reports
with Jack T. Beerman, Tyler J. Abele, Mehdi Taghizadeh, Andrew Davis, Zoë J. Gray, Negin Alemazkoor, Xinfeng Gao, H. S. Udaykumar
Scientific Reports
Machine learning approaches to evaluate infants’ general movements in the writhing stage—a pilot study
published2024 · Scientific Reports · 16 citations
with Lisa Letzkus, J. Vince Pulido, Abiodun Adeyemo, Santina Zanelli
Scientific Reports
Convolutional neural networks for large-scale dynamical modeling of itinerant magnets
published2023 · Physical Review Research · 15 citations
with Xinlun Cheng, Sheng Zhang, Phong Nguyen, Shahab Azarfar, Gia-Wei Chern
Physical Review Research
Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning
published2022 · Scientific Reports · 73 citations
with Phong Nguyen, Nikolaos N. Vlassis, Bahador Bahmani, WaiChing Sun, H. S. Udaykumar
Scientific Reports
Body shape matters: Evidence from machine learning on body shape-income relationship
published2021 · PLoS ONE · 7 citations · first circulated 2019
with Suyong Song
Paper profile PLoS ONE arXiv:1906.06747
ANMAF: an automated neuronal morphology analysis framework using convolutional neural networks
published2021 · Scientific Reports · 24 citations
with Ling Tong, Rachel Langton, Joseph Glykys
Scientific Reports
Deep segmentation networks predict survival of non-small cell lung cancer
published2019 · Scientific Reports · 103 citations
with Yusen He, Bryan G. Allen, John M. Buatti, Brian J. Smith, Ling Tong, Zhiyu Sun, Jia Wu, Maximilian Diehn, Billy W. Loo, Kristin A. Plichta, Steven N. Seyedin, Maggie Gannon, …
Scientific Reports
Modeling and Forecasting Short-Term Power Load With Copula Model and Deep Belief Network
published2019 · IEEE Transactions on Emerging Topics in Computational Intelligence · 167 citations · first circulated 2017
with Tinghui Ouyang, Yusen He, Huajin Li, Zhiyu Sun, Jiahao Deng
IEEE Transactions on Emerging Topics in Computational Intelligence

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.