Bimetallic nanostructures: combining plasmonic and catalytic metals for photocatalysis K Sytwu, M Vadai, JA Dionne Advances in physics: X 4 (1), 1619480, 2019 | 150 | 2019 |
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 | 111 | 2018 |
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 | 66 | 2021 |
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 | 44 | 2018 |
Weakly explosive percolation in directed networks S Squires, K Sytwu, D Alcala, TM Antonsen, E Ott, M Girvan Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 87 (5 …, 2013 | 24 | 2013 |
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 | 9 | 2022 |
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 | 6 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 30 (1), 85-95, 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 |