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Joshua Ellis
Joshua Ellis
Verified email at iastate.edu
Title
Cited by
Cited by
Year
A new approach for IR spectra matching using normalized local Change
JD Ellis, R Iqbal, K Yoshimatsu
Analytica Chimica Acta 1103, 49-57, 2020
72020
Verification of the neural network training process for spectrum-based chemical substructure prediction using metamorphic testing
JD Ellis, R Iqbal, K Yoshimatsu
Journal of Computational Science 55, 101456, 2021
62021
An analysis of lightweight convolutional neural networks for parking space occupancy detection
JD Ellis, A Harris, N Saquer, R Iqbal
2021 IEEE International Symposium on Multimedia (ISM), 261-268, 2021
22021
Deep Q-Learning-Based Molecular Graph Generation for Chemical Structure Prediction From Infrared Spectra
JD Ellis, R Iqbal, K Yoshimatsu
IEEE Transactions on Artificial Intelligence, 2023
12023
Infrared spectra prediction using attention-based graph neural networks
N Saquer, R Iqbal, JD Ellis, K Yoshimatsu
Digital Discovery, 2024
2024
IR spectra matching methods
R Iqbal, K Yoshimatsu, J Ellis
US Patent 11,726,034, 2023
2023
Identification of Chemical Structures and Substructures via Deep Q-Learning and Supervised Learning of FTIR Spectra
JD Ellis
2021
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