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Nathan J. Szymanski

lawrence berkeley national laboratory

22H-index
66Paper Count
1.7KCitation Count
Published Papers 30
Publication Date
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Accurate SEM-EDS quantification, automation, and machine learning enable high-throughput compositional characterization of powders
errNature Communications
IF15.7
err2026-08-13
err0
errOAAI
errAndrea Giunto; Yuxing Fei; Pragnay Nevatia; Bernardus Rendy; Nathan J. Szymanski; Gerbrand Ceder
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Correction to “Unraveling the Growth Dynamics of Rutile Sn1–xGexO2 Using Theory and Experiment”
errNano Letters
IF9.1
err2026-03-03
err0
PREAI
errFengdeng Liu; Nathan J. Szymanski; Kyle Noordhoek; Ho-sung Shin; Donghwan Kim; Christopher J. Bartel; Bharat Jalan
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Author Correction: An autonomous laboratory for the accelerated synthesis of inorganic materials
errNature
IF48.5
err2026-01-19
err0
errOAAI
errNathan J. Szymanski; Bernardus Rendy; Yuxing Fei; Rishi E. Kumar; Tanjin He; David Milsted; Matthew J. McDermott; Max Gallant; Ekin Dogus Cubuk; Amil Merchant; Haegyeom Kim; Anubhav Jain; Christopher J. Bartel; Kristin Persson; Yan Zeng; Gerbrand Ceder
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Leveraging unlabeled SEM datasets with self-supervised learning for enhanced particle segmentation
errnpj Computational Materials
IF11.9
err2025-09-22
err0
errOAAI
errLuca Rettenberger; Nathan J. Szymanski; Andrea Giunto; Olympia Dartsi; Anubhav Jain; Gerbrand Ceder; Veit Hagenmeyer; Markus Reischl
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errSave
Establishing baselines for generative discovery of inorganic crystals
errMater. Horiz.
IF10.7
err2025-07-24
err0
PREAI
errNathan J. Szymanski; Christopher J. Bartel
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Topological Descriptors for the Electron Density of Inorganic Solids
errACS MATERIALS LETTERS
IF8.7
err2025-05-06
err0
PREAI
errSzymanski, NJ; Smith, A; Daoutidis, P; Bartel, CJ
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errSave
Unraveling the Growth Dynamics of Rutile Sn1-x Ge x O2 Using Theory and Experiment
errNANO LETTERS
IF9.1
err2024-12-27
err0
PREAI
errLiu, Fengdeng; Szymanski, Nathan J.; Noordhoek, Kyle; Shin, Ho-sung; Kim, Donghwan; Bartel, Christopher J.; Jalan, Bharat
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Direct Lithium Extraction from α-Spodumene through Solid-State Reactions for Sustainable Li2CO3 Production
errINORGANIC CHEMISTRY
IF4.7
err2024-07-09
err1
errOAAI
errWang, Shilong; Szymanski, Nathan J.; Fei, Yuxing; Dong, Wenming; Christensen, John N.; Zeng, Yan; Whittaker, Michael; Ceder, Gerbrand
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errSave
Quantifying the regime of thermodynamic control for solid-state reactions during ternary metal oxide synthesis
errSCIENCE ADVANCES
IF12.5
err2024-07-05
err0
errOAAI
errSzymanski, Nathan J.; Byeon, Young-Woon; Sun, Yingzhi; Zeng, Yan; Bai, Jianming; Kunz, Martin; Kim, Dong-Min; Helms, Brett A.; Bartel, Christopher J.; Kim, Haegyeom; Ceder, Gerbrand
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Uncertainty-aware particle segmentation for electron microscopy at varied length scales
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-06-12
err2
errOAAI
errRettenberger, Luca; Szymanski, Nathan J.; Zeng, Yan; Schuetzke, Jan; Wang, Shilong; Ceder, Gerbrand; Reischl, Markus
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errSave
Computationally Guided Synthesis of Battery Materials
errACS ENERGY LETTERS
IF18.2
err2024-05-22
err2
PREAI
errSzymanski, Nathan J.; Bartel, Christopher J.
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errSave
Integrated analysis of X-ray diffraction patterns and pair distribution functions for machine-learned phase identification
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-02-28
err2
errOAAI
errSzymanski, Nathan J.; Fu, Sean; Persson, Ellen; Ceder, Gerbrand
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errSave
Selective formation of metastable polymorphs in solid-state synthesis
errSCIENCE ADVANCES
IF12.5
err2024-01-19
err7
errOAAI
errZeng, Yan; Szymanski, Nathan J.; He, Tanjin; Jun, KyuJung; Gallington, Leighanne C.; Huo, Haoyan; Bartel, Christopher J.; Ouyang, Bin; Ceder, Gerbrand
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errSave
AlabOS: a Python-based reconfigurable workflow management framework for autonomous laboratories
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err2
errOAAI
errFei, Yuxing; Rendy, Bernardus; Kumar, Rishi; Dartsi, Olympia; Sahasrabuddhe, Hrushikesh P.; McDermott, Matthew J.; Wang, Zheren; Szymanski, Nathan J.; Walters, Lauren N.; Milsted, David; Zeng, Yan; Jain, Anubhav; Ceder, Gerbrand
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Autonomous and dynamic precursor selection for solid-state materials synthesis
errNATURE COMMUNICATIONS
IF15.7
err2023-10-31
err17
errOAAI
errSzymanski, Nathan J.; Nevatia, Pragnay; Bartel, Christopher J.; Zeng, Yan; Ceder, Gerbrand
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errSave
Modeling Short-Range Order in Disordered Rocksalt Cathodes by Pair Distribution Function Analysis
errCHEMISTRY OF MATERIALS
IF7
err2023-06-19
err12
PREAI
errSzymanski, Nathan J.; Lun, Zhengyan; Liu, Jue; Self, Ethan C.; Bartel, Christopher J.; Nanda, Jagjit; Ouyang, Bin; Ceder, Gerbrand
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errSave
Validating neural networks for spectroscopic classification on a universal synthetic dataset
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-06-05
err14
errOAAI
errSchuetzke, Jan; Szymanski, Nathan J.; Reischl, Markus
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errSave
Adaptively driven X-ray diffraction guided by machine learning for autonomous phase identification
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-03-02
err23
errOAAI
errSzymanski, Nathan J.; Bartel, Christopher J.; Zeng, Yan; Diallo, Mouhamad; Kim, Haegyeom; Ceder, Gerbrand
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Effects of cation and anion substitution in KVPO4F for K-ion batteries
errENERGY STORAGE MATERIALS
IF20.2
err2023-03-01
err9
errOAAI
errByeon, Young-Woon; Gong, Min-Jeong; Cai, Zijian; Sun, Yingzhi; Szymanski, Nathan J.; Bai, Jianming; Seo, Dong-Hwa; Kim, Haegyeom
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Alternate Synthesis Method for High-Performance Manganese Rich Cation Disordered Rocksalt Cathodes
errADVANCED ENERGY MATERIALS
IF26
err2022-12-13
err18
PREAI
errPatil, Shripad; Darbar, Devendrasinh; Self, Ethan C.; Malkowski, Thomas; Wu, Vincent C.; Giovine, Raynald; Szymanski, Nathan J.; McAuliffe, Rebecca D.; Jiang, Bo; Keum, Jong K.; Koirala, Krishna P.; Ouyang, Bin; Page, Katharine; Wang, Chongmin; Ceder, Gerbrand; Clement, Raphaele J.; Nanda, Jagjit
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Research Directions

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Co-authors
Cooperation Journals
G
Gerbrand Ceder
H-index: 166 · Papers: 1.1K
C
Chongmin Wang
H-index: 129 · Papers: 748
J
Jagjit Nanda
H-index: 70 · Papers: 330
A
Anubhav Jain
H-index: 68 · Papers: 422
H
Haegyeom Kim
H-index: 65 · Papers: 167
View more