Research Explorer

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Researcher

Lowie Tomme

Publications & Research Data

Awards & Distinctions

7 Results

2025

Accelerating reaction rate predictions : a machine learning approach using a novel quantum chemical property for nucleophilic aromatic substitutions

Lowie TommeIstvan LengyelFlorence VermeireChristian StevensKevin Van Geem

A1 Journal Article in MACHINE LEARNING-SCIENCE AND TECHNOLOGY

Genesys-Cat : automatic microkinetic model generation for heterogeneous catalysis with improved Bayesian optimization

Yannick UreelLowie TommeMaarten SabbeKevin Van Geem

A1 Journal Article in CATALYSIS SCIENCE & TECHNOLOGY

Machine learning applications for thermochemical and kinetic property prediction

Lowie TommeYannick UreelMaarten DobbelaereIstvan LengyelFlorence VermeireChristian StevensKevin Van Geem

A1 Journal Article in REVIEWS IN CHEMICAL ENGINEERING

2023

Exploring the reaction space of flow chemistry

Maarten DobbelaereLowie TommeIstvan LengyelChristian StevensKevin Van Geem

Towards big data in flow chemistry : popularity trends and best practices

Maarten DobbelaereLowie TommeIstvan LengyelChristian StevensKevin Van Geem

Using thermodynamic principles to enhance machine learning predictions of activation energy

Lowie TommeMaarten DobbelaereFlorence VermeireChristian StevensKevin Van Geem

2022

Machine learning for physicochemical property prediction of complex hydrocarbon mixtures

Maarten DobbelaereYannick UreelFlorence VermeireLowie TommeChristian StevensKevin Van Geem

A1 Journal Article in INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH