Personal information

No personal information available

Activities

Employment (1)

Sandia National Laboratories California: Livermore, CA, US

2022-06-13 to present | Postdoctoral Researcher (Gas Phase Chemical Physics)
Employment
Source: Self-asserted source
Matthew Johnson

Education and qualifications (2)

Massachusetts Institute of Technology: Cambridge, MA, US

2016-08 to present | Ph.D. in Chemical Engineering (Chemical Engineering)
Education
Source: Self-asserted source
Matthew Johnson

University of Iowa: Iowa City, IA, US

2012-08 to 2016-05 | BSE in Chemical Engineering (Chemical Engineering)
Education
Source: Self-asserted source
Matthew Johnson

Works (17)

By how much can closed-loop frameworks accelerate computational materials discovery?

Digital Discovery
2023 | Journal article
Contributors: Lance Kavalsky; Vinay I. Hegde; Eric Muckley; Matthew S. Johnson; Bryce Meredig; Venkatasubramanian Viswanathan
Source: check_circle
Crossref

A workflow for automatic generation and efficient refinement of individual pressure-dependent networks

Combustion and Flame
2023-11 | Journal article
Contributors: Matthew S. Johnson; Alon Grinberg Dana; William H. Green
Source: check_circle
Crossref

Pynta─An Automated Workflow for Calculation of Surface and Gas–Surface Kinetics

Journal of Chemical Information and Modeling
2023-08-28 | Journal article
Contributors: Matthew S. Johnson; Maciej Gierada; Eric D. Hermes; David H. Bross; Khachik Sargsyan; Habib N. Najm; Judit Zádor
Source: check_circle
Crossref

Automated reaction kinetics and network exploration (Arkane): A statistical mechanics, thermodynamics, transition state theory, and master equation software

International Journal of Chemical Kinetics
2023-06 | Journal article
Contributors: Alon Grinberg Dana; Matthew S. Johnson; Joshua W. Allen; Sandeep Sharma; Sumathy Raman; Mengjie Liu; Connie W. Gao; Colin A. Grambow; Mark J. Goldman; Duminda S. Ranasinghe et al.
Source: check_circle
Crossref

Pynta - An automated workflow for calculation of surface and gas-surface kinetics

2023-05-29 | Preprint
Contributors: Matthew S. Johnson; Maciej Gierada; Eric D. Hermes; David H. Bross; Khachik Sargsyan; Habib N. Najm; Judit Zador
Source: check_circle
Crossref

ReactionMechanismSimulator.jl: A Modern Approach to Chemical Kinetic Mechanism Simulation and Analysis

2023-04-18 | Preprint
Contributors: Matthew S. Johnson; Hao-Wei Pang; A. Mark Payne; William H. Green
Source: check_circle
Crossref

Species Selection for Automatic Chemical Kinetic Mechanism Generation

2023-04-18 | Preprint
Contributors: Matthew S. Johnson; Hao-Wei Pang; Mengjie Liu; William H. Green
Source: check_circle
Crossref

RMG Database for Chemical Property Prediction

Journal of Chemical Information and Modeling
2022-10-24 | Journal article
Contributors: Matthew S. Johnson; Xiaorui Dong; Alon Grinberg Dana; Yunsie Chung; David Farina, Jr.; Ryan J. Gillis; Mengjie Liu; Nathan W. Yee; Katrin Blondal; Emily Mazeau et al.
Source: check_circle
Crossref

Transitory Sensitivity in Automatic Chemical Kinetic Mechanism Analysis

2022-10-07 | Preprint
Contributors: Matthew S. Johnson; Charles J. McGill; William H. Green
Source: check_circle
Crossref

The RMG Database for Chemical Property Prediction

2022-07-22 | Preprint
Contributors: Matthew S. Johnson; Xiaorui Dong; Alon Grinberg Dana; Yunsie Chung; David Farina; Ryan J. Gillis; Mengjie Liu; Nathan W. Yee; Katrin Blondal; Emily Mazeau et al.
Source: check_circle
Crossref

A Machine Learning Based Approach to Reaction Rate Estimation

2022-07-07 | Preprint
Contributors: Matthew S. Johnson; William H. Green
Source: check_circle
Crossref

Examining the Accuracy of Methods for Obtaining Pressure Dependent Rate Coefficients

Faraday Discussions
2022-03-30 | Journal article
Part of ISSN: 1359-6640
Part of ISSN: 1364-5498
Source: Self-asserted source
Matthew Johnson
grade
Preferred source (of 2)‎

Oxidation and pyrolysis of methyl propyl ether

International Journal of Chemical Kinetics
2021-08 | Journal article
Contributors: Matthew S. Johnson; Mark R. Nimlos; Erik Ninnemann; Andrew Laich; Gina M. Fioroni; Dongil Kang; Lintao Bu; Duminda Ranasinghe; Sarah Khanniche; S. Scott Goldsborough et al.
Source: check_circle
Crossref

Reaction Mechanism Generator v3.0: Advances in Automatic Mechanism Generation

2020-12-29 | Preprint
Contributors: Mengjie Liu; Alon Grinberg Dana; Matthew Johnson; Mark Goldman; Agnes Jocher; A. Mark Payne; Colin Grambow; Kehang Han; Nathan Wa-Wai Yee; Emily Mazeau et al.
Source: check_circle
Crossref

Reaction Mechanism Generator v3.0: Advances in Automatic Mechanism Generation

2020-12-29 | Other
Contributors: Mengjie Liu; Alon Grinberg Dana; Matthew Johnson; Mark Goldman; Agnes Jocher; A. Mark Payne; Colin Grambow; Kehang Han; Nathan Wa-Wai Yee; Emily Mazeau et al.
Source: check_circle
Crossref

Methyl propyl ether combustion

2020-01-25 | Conference paper
Contributors: Matthew Johnson; William Green
Source: check_circle
Crossref

A Decision Tree Based Machine Learning Algorithm for Rate Estimation

2019-11-10 | Conference paper
Contributors: Matthew Johnson; William Green
Source: check_circle
Crossref