Articles by Matthew S. Johnson | Synthical

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Articles by Matthew S. Johnson | Synthical

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23

PySIDT: Subgraph Isomorphic Decision Trees for Molecular Property Prediction

2 July 2025 by Matthew Johnson and others

Theoretical and Computational Chemistry, Physical Chemistry

First field Demonstration of a Novel Gas-Phase Photo-oxidation Method for Mitigation of Methane, Ammonia, and Odor from Agricultural sources

7 April 2025 by Morten Krogsbøll and others

Earth, Space, and Environmental Chemistry, Chemical Engineering and Industrial Chemistry

Resolving the Coverage Dependence of Surface Reaction Kinetics with Machine Learning and Automated Quantum Chemistry Workflows

27 January 2025 by Matthew Johnson and others

Theoretical and Computational Chemistry, Physical Chemistry

Removing Ammonia, Odor and Dilute Methane from Ventilation Air from Cow, Pig and Biogas Facilities

20 January 2025 by Morten Krogsbøll and others at

University of Copenhagen

Earth, Space, and Environmental Chemistry, Chemical Engineering and Industrial Chemistry

Bromine and Iodine in Atmospheric Mercury Oxidation

10 January 2025 by Svend Bager and others

Chemical Physics

Validity Arguments For Constructed Response Scoring Using Generative Artificial Intelligence Applications

4 January 2025 by Jodi Casabianca and others

Computation and Language, Artificial Intelligence

Catalytic efficiencies for atmospheric methane removal in the high-chlorine regime

11 December 2024 by Luisa Pennacchio and others

Theoretical and Computational Chemistry, Physical Chemistry

An Automated Pynta-based Curriculum for ML-Accelerated Calculation of Transition States

25 November 2024 by Trevor Price and others at

Catalysis, Heterogeneous Catalysis

Extreme Isotopic Fractionation in CO and H2 Formed in Formaldehyde Photolysis; Theory and Experiment

11 November 2024 by Luisa Pennacchio and others

Theoretical and Computational Chemistry, Physical Chemistry

Extreme Isotopic Fractionation in CO and H2 Formed in Formaldehyde Photolysis; Theory and Experiment

8 November 2024 by Luisa Pennacchio and others

Theoretical and Computational Chemistry, Physical Chemistry

Resolving the Coverage Dependence of Surface Reaction Kinetics with Machine Learning and Automated Quantum Chemistry Workflows

27 September 2024 by Matthew Johnson and others at

Sandia National Laboratories

Theoretical and Computational Chemistry, Physical Chemistry

PySIDT: Subgraph Isomorphic Decision Trees for Molecular Property Prediction

27 September 2024 by Matthew Johnson and others

Theoretical and Computational Chemistry, Physical Chemistry

Hyperlocal Air Pollution in London Part 1: Validating Low-Cost Sensors for Mobile Measurements from Vehicles

5 March 2024 by Hugo Russell and others at

Aarhus University

Earth, Space, and Environmental Chemistry, Atmospheric Chemistry

Hyperlocal Air Pollution in London Part 2: NO2 Measured with a Low-Cost Sensor Network and Mobile Monitoring

29 February 2024 by Louise Frederickson and others at

Aarhus University

Earth, Space, and Environmental Chemistry, Atmospheric Chemistry

Diffusion Limited Kinetics In Reactive Systems

2 February 2024 by Matthew Johnson and others

Theoretical and Computational Chemistry, Physical Chemistry

A Subgraph Isomorphic Decision Tree to Predict Radical Thermochemistry with Bounded Uncertainty Estimation

31 January 2024 by Hao-Wei Pang and others at

Theoretical and Computational Chemistry, Machine Learning

Species Selection for Automatic Chemical Kinetic Mechanism Generation

30 January 2024 by Matthew Johnson and others at

Physical Chemistry, Energy

Transitory Sensitivity in Automatic Chemical Kinetic Mechanism Analysis

30 January 2024 by Matthew Johnson and others at

Theoretical and Computational Chemistry, Physical Chemistry

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

12 January 2024 by Matthew Johnson and others at

Physical Chemistry, Energy

A Machine Learning Based Approach to Reaction Rate Estimation

18 December 2023 by Matthew Johnson and William Green at

Theoretical and Computational Chemistry, Computational Chemistry and Modeling

Diffusion Limited Kinetics Accounting for Reactive Species in 3D, 2D, and at 2D/3D Interfaces

25 October 2023 by Matthew Johnson and others at

Sandia National Laboratories

Theoretical and Computational Chemistry, Physical Chemistry

A High Efficiency Gas Phase Photoreactor for Eradication of Methane from Low-Concentration Sources

12 October 2023 by Morten Krogsbøll and others at

University of Copenhagen

Earth, Space, and Environmental Chemistry, Chemical Engineering and Industrial Chemistry

Catalytic efficiencies for atmospheric methane removal in the high-chlorine regime

12 October 2023 by Luisa Pennacchio and others

Theoretical and Computational Chemistry, Physical Chemistry

Photocatalytic chloride to chlorine conversion by ionic iron in aqueous aerosols: A combined experimental, quantum chemical and chemical equilibrium model study

11 October 2023 by Marie Kathrine Mikkelsen and others

Theoretical and Computational Chemistry, Physical Chemistry

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

29 May 2023 by Matthew Johnson and others

Catalysis, Computational Chemistry and Modeling

Species Selection for Automatic Chemical Kinetic Mechanism Generation

18 April 2023 by Matthew Johnson and others at

Chemical Engineering and Industrial Chemistry, Energy

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

18 April 2023 by Matthew Johnson and others at

Chemical Engineering and Industrial Chemistry, Energy

Surfactant-free colloidal syntheses of gold-based nanomaterials in alkaline water and mono-alcohol mixtures

2 February 2023 by Jonathan Quinson and others at

Aarhus University

Materials Science, Nanostructured Materials

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

23 November 2022 by Lance Kavalsky and others

Materials Science

Transitory Sensitivity in Automatic Chemical Kinetic Mechanism Analysis

7 October 2022 by Matthew Johnson and others at

Computational Chemistry and Modeling, Theoretical and Computational Chemistry

Topics

Physical Chemistry Theoretical and Computational Chemistry Chemical Kinetics Computational Chemistry and Modeling Earth, Space, and Environmental Chemistry Chemical Engineering and Industrial Chemistry Atmospheric Chemistry Machine Learning Energy Chemoinformatics Environmental Science Catalysis Heterogeneous Catalysis Solution Chemistry Photochemistry