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James P. Horwath
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Understanding important features of deep learning models for segmentation of high-resolution transmission electron microscopy images
JP Horwath, DN Zakharov, R Mégret, EA Stach
npj Computational Materials 6 (1), 1-9, 2020
1152020
In situ investigation of chemomechanical effects in thiophosphate solid electrolytes
MB Dixit, N Singh, JP Horwath, PD Shevchenko, M Jones, EA Stach, ...
Matter 3 (6), 2138-2159, 2020
712020
Direct visualization of out-of-equilibrium structural transformations in atomically thin chalcogenides
P Kumar, JP Horwath, AC Foucher, CC Price, N Acero, VB Shenoy, ...
npj 2D Materials and Applications 4 (1), 16, 2020
332020
Bi-enhanced N incorporation in GaAsNBi alloys
J Occena, T Jen, EE Rizzi, TM Johnson, J Horwath, YQ Wang, ...
Applied Physics Letters 110 (24), 2017
252017
Quantifying competitive degradation processes in supported nanocatalyst systems
JP Horwath, PW Voorhees, EA Stach
Nano letters 21 (12), 5324-5329, 2021
152021
Role of lithium iodide addition to lithium thiophosphate: implications beyond conductivity
N Singh, JP Horwath, P Bonnick, K Suto, EA Stach, T Matsunaga, ...
Chemistry of Materials 32 (17), 7150-7158, 2020
142020
Understanding important features of deep learning models for transmission electron microscopy image segmentation
JP Horwath, DN Zakharov, R Megret, EA Stach
arXiv preprint arXiv:1912.06077, 2019
102019
Surface rearrangement and sublimation kinetics of supported gold nanoparticle catalysts
JP Horwath, C Lehman-Chong, A Vojvodic, EA Stach
ACS nano 17 (9), 8098-8107, 2023
42023
Elucidation of relaxation dynamics beyond equilibrium through AI-informed X-ray photon correlation spectroscopy
JP Horwath, XM Lin, H He, Q Zhang, EM Dufresne, M Chu, ...
arXiv preprint arXiv:2212.03984, 2022
22022
Towards Real time quantitative analysis of supported nanoparticle ensemble evolution investigated by environmental TEM
DN Zakharov, Y Lin, R Megret, S Yoo, P Voorhees, JP Horwath, EA Stach
Microscopy and Microanalysis 24 (S1), 540-541, 2018
22018
In situ Transmission Electron Microscopy for Data-driven Modeling of Nanoparticle Evolution
J Horwath, P Voorhees, E Stach
Microscopy and Microanalysis 27 (S1), 1312-1313, 2021
12021
In Situ Investigation of Interphase and Microstructure Effects on the Chemo-Mechanics of Thiophosphate Solid Electrolytes
M Dixit, N Singh, J Horwath, P Shevchenko, E Stach, TS Arthur, K Hatzell
12020
Observation of Sub-10 nm Transition Metal Dichalcogenide Nanocrystals in Rapidly Heated van der Waals Heterostructures
P Kumar, J Chen, AC Meng, WCD Yang, SB Anantharaman, JP Horwath, ...
ACS Applied Materials & Interfaces 15 (51), 59693-59703, 2023
2023
Ultra-fast Vacancy Migration: A Novel Approach for Synthesizing Sub-10 nm Crystalline Transition Metal Dichalcogenide Nanocrystals
P Kumar, J Chen, AC Meng, WCD Yang, SB Anantharaman, JP Horwath, ...
arXiv preprint arXiv:2307.04959, 2023
2023
Elucidation of Relaxation Dynamics in Complex Fluids Through AI-informed X-ray Photon Correlation Spectroscopy
J Horwath, XM Lin, H He, Q Zhang, E Dufresne, S Sankaranarayanan, ...
APS March Meeting Abstracts 2023, W45. 005, 2023
2023
Surface Rearrangement and Evaporation Kinetics of Supported Gold Nanoparticle Catalysts
JP Horwath, C Lehman-Chong, A Vojvodic, EA Stach
arXiv preprint arXiv:2209.15580, 2022
2022
Exploiting Automatic Image Processing and In-situ Transmission Electron Microscopy to Understand the Stability of Supported Nanoparticles
JP Horwath, L Vyas, DN Zakharov, R Mégret, PW Voorhees, EA Stach
Microscopy and Microanalysis 28 (S1), 3112-3113, 2022
2022
Using Time-Resolved Electron Microscopy and Data Analytics to Quantify the Evolution of Supported Metal Nanoparticles
JP Horwath
University of Pennsylvania, 2022
2022
Using In-Situ TEM to Investigate the Role of Lithium Iodide Addition to Lithium Thiophosphate
N Singh, J Horwath, T Arthur, DH Alsem, M Dixit, P Shevchenko, M Jones, ...
Microscopy and Microanalysis 27 (S1), 3426-3427, 2021
2021
Electron energy loss spectroscopy of sub-10 nm 2D MoS2 crystals
P Kumar, J Horwath, S Anantharaman, A Meng, JC Idrobo, E Stach, ...
Microscopy and Microanalysis 27 (S1), 1210-1211, 2021
2021
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