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Katherine Sytwu
Katherine Sytwu
Postdoctoral Researcher, Lawrence Berkeley National Laboratory
Bestätigte E-Mail-Adresse bei lbl.gov
Titel
Zitiert von
Zitiert von
Jahr
Bimetallic nanostructures: combining plasmonic and catalytic metals for photocatalysis
K Sytwu, M Vadai, JA Dionne
Advances in physics: X 4 (1), 1619480, 2019
1432019
In-situ observation of plasmon-controlled photocatalytic dehydrogenation of individual palladium nanoparticles
M Vadai, DK Angell, F Hayee, K Sytwu, JA Dionne
Nature Communications 9 (1), 4658, 2018
1042018
Driving energetically unfavorable dehydrogenation dynamics with plasmonics
K Sytwu, M Vadai, F Hayee, DK Angell, A Dai, J Dixon, JA Dionne
Science 371 (6526), 280-283, 2021
632021
Visualizing facet-dependent hydrogenation dynamics in individual palladium nanoparticles
K Sytwu, F Hayee, TC Narayan, AL Koh, R Sinclair, JA Dionne
Nano Letters 18 (9), 5357-5363, 2018
412018
Weakly explosive percolation in directed networks
S Squires, K Sytwu, D Alcala, TM Antonsen, E Ott, M Girvan
Physical Review E 87 (5), 052127, 2013
232013
Understanding the influence of receptive field and network complexity in neural network-guided TEM image analysis
K Sytwu, C Groschner, MC Scott
Microscopy and Microanalysis 28 (6), 1896-1904, 2022
72022
Kinetics and mechanism of light-induced phase separation in a mixed-halide perovskite
S Peng, Y Wang, M Braun, Y Yin, AC Meng, W Tan, B Saini, K Severson, ...
Matter 6 (6), 2052-2065, 2023
42023
Generalization Across Experimental Parameters in Machine Learning Analysis of High Resolution Transmission Electron Microscopy Datasets
K Sytwu, LR DaCosta, MC Scott
arXiv preprint arXiv:2306.11853, 2023
12023
Synthetic Data Curation Strategies for Robust Model Development: A Case Study with HRTEM Micrograph Segmentation
LR DaCosta, K Sytwu, C Groschner, M Scott
Microscopy and Microanalysis 28 (S1), 3098-3100, 2022
12022
Generalization Across Experimental Parameters in Neural Network Analysis of High-Resolution Transmission Electron Microscopy Datasets
K Sytwu, L Rangel DaCosta, MC Scott
Microscopy and Microanalysis, ozae001, 2024
2024
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)
LR DaCosta, K Sytwu, C Groschner, M Scott
arXiv preprint arXiv:2309.06122, 2023
2023
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)
L Rangel DaCosta, K Sytwu, C Groschner, M Scott
arXiv e-prints, arXiv: 2309.06122, 2023
2023
Developing Robust Neural Networks for High-Resolution TEM Image Analysis
K Sytwu, LR DaCosta, MC Scott
Microscopy and Microanalysis 29 (Supplement_1), 1927-1928, 2023
2023
Understanding the Role of Neural Network Complexity and Receptive Field in Identifying Nanoparticles in TEM Images
K Sytwu, C Groschner, M Scott
Microscopy and Microanalysis 28 (S1), 3050-3052, 2022
2022
Maximizing Neural Net Generalizability and Transfer Learning Success for Transmission Electron Microscopy Image Analysis in the Face of Small Experimental Datasets
K Sytwu, LR DaCosta, C Groschner, MC Scott
Microscopy and Microanalysis 28 (S1), 3124-3126, 2022
2022
Enabling Kinetically-unfavorable Phase Transformation Mechanisms with Plasmonics
K Sytwu, M Vadai, F Hayee, A Dai, J Dixon, J Dionne
Microscopy and Microanalysis 26 (S2), 1148-1149, 2020
2020
Liquid-Phase Electron Spectroscopy of Individual Plasmonic Nanostructures
A Dai, M Vadai, K Sytwu, J Dionne
Microscopy and Microanalysis 26 (S2), 204-205, 2020
2020
In Situ Visualization and Nanophotonic Control of Hydrogen-Driven Nanoscale Phase Transformation Dynamics
K Sytwu
Stanford University, 2020
2020
The Light Years: Combined optical and environmental electron microscopy to visualize dynamic photochemical processes with atomic-scale resolution
J Dionne, F Hayee, M Vadai, D Angell, A Saleh, K Sytwu
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 258, 2019
2019
The Light Years: Combined optical and environmental electron microscopy to visualize photonic processes with atomic-scale resolution
JA Dionne, F Hayee, M Vadai, D Angell, A Saleh, K Sytwu
Microscopy and Microanalysis 25 (S2), 2064-2065, 2019
2019
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