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Matthew S Johnson
Matthew S Johnson
Postdoctoral Researcher, Sandia National Laboratories
Dirección de correo verificada de mit.edu
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Reaction mechanism generator v3. 0: advances in automatic mechanism generation
M Liu, A Grinberg Dana, MS Johnson, MJ Goldman, A Jocher, AM Payne, ...
Journal of Chemical Information and Modeling 61 (6), 2686-2696, 2021
1742021
Automated computational thermochemistry for butane oxidation: A prelude to predictive automated combustion kinetics
M Keçeli, SN Elliott, YP Li, MS Johnson, C Cavallotti, Y Georgievskii, ...
Proceedings of the Combustion Institute 37 (1), 363-371, 2019
772019
RMG database for chemical property prediction
MS Johnson, X Dong, A Grinberg Dana, Y Chung, D Farina Jr, RJ Gillis, ...
Journal of Chemical Information and Modeling 62 (20), 4906-4915, 2022
422022
The role of correlations in uncertainty quantification of transportation relevant fuel models
A Fridlyand, MS Johnson, SS Goldsborough, RH West, MJ McNenly, ...
Combustion and Flame 180, 239-249, 2017
392017
Automated reaction kinetics and network exploration (Arkane): A statistical mechanics, thermodynamics, transition state theory, and master equation software
AG Dana, MS Johnson, JW Allen, S Sharma, S Raman, M Liu, CW Gao, ...
International Journal of Chemical Kinetics 55 (6), 300-323, 2023
252023
Oxidation and pyrolysis of methyl propyl ether
MS Johnson, MR Nimlos, E Ninnemann, A Laich, GM Fioroni, D Kang, ...
International Journal of Chemical Kinetics 53 (8), 915-938, 2021
252021
A machine learning based approach to reaction rate estimation
MS Johnson, WH Green
Reaction Chemistry & Engineering, 2024
112024
ARC-automated rate calculator, version 1.1. 0
A Grinberg Dana, D Ranasinghe, H Wu, C Grambow, X Dong, M Johnson, ...
Zenodo https://doi. org/10.5281/zenodo 3356849, 2019
11*2019
Examining the accuracy of methods for obtaining pressure dependent rate coefficients
MS Johnson, WH Green
Faraday Discussions 238, 380-404, 2022
92022
AutoMat: Automated materials discovery for electrochemical systems
E Annevelink, R Kurchin, E Muckley, L Kavalsky, VI Hegde, V Sulzer, ...
MRS Bulletin 47 (10), 1036-1044, 2022
8*2022
Species Selection for Automatic Chemical Kinetic Mechanism Generation
MS Johnson, HW Pang, M Liu, WH Green
52024
By how much can closed-loop frameworks accelerate computational materials discovery?
L Kavalsky, VI Hegde, E Muckley, MS Johnson, B Meredig, ...
Digital Discovery 2 (4), 1112-1125, 2023
52023
ReactionMechanismSimulator. jl: A Modern Approach to Chemical Kinetic Mechanism Simulation and Analysis
MS Johnson, HW Pang, AM Payne, WH Green
42024
A workflow for automatic generation and efficient refinement of individual pressure-dependent networks
MS Johnson, AG Dana, WH Green
Combustion and Flame 257, 112516, 2023
4*2023
Transitory Sensitivity in Automatic Chemical Kinetic Mechanism Analysis
MS Johnson, CJ McGill, WH Green
32024
Pynta─An Automated Workflow for Calculation of Surface and Gas–Surface Kinetics
MS Johnson, M Gierada, ED Hermes, DH Bross, K Sargsyan, HN Najm, ...
Journal of Chemical Information and Modeling 63 (16), 5153–5168, 2023
32023
Automatic Generation and Analysis of Chemical Kinetic Mechanisms
MS Johnson
Massachusetts Institute of Technology, 2022
12022
Low Temperature Oxidation of Methylpropyl Ether
MR Nimlos, L Bu, MS Johnson, D Kang, GM Fioroni, RL McCormick, ...
National Renewable Energy Lab.(NREL), Golden, CO (United States), 2020
12020
A Machine Learning Based Algorithm for Rate Estimation
MS Johnson, W Green
2019 AIChE Annual Meeting, 2019
12019
Subgraph Isomorphic Decision Tree to Predict Radical Thermochemistry with Bounded Uncertainty Estimation
HW Pang, X Dong, MS Johnson, WH Green
The Journal of Physical Chemistry A, 2024
2024
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Artículos 1–20