Concepedia

Stefan Gugler

SG

Statistics

Publications

7

Citations

336

H-Index

7

Active since

2018

Affiliations

Massachusetts Institute of Technology(Current)

Stefan Gugler is an author at Massachusetts Institute of Technology specializing in chemistry, computational chemistry, and engineering.

Top concepts

ChemistryEngineeringComputational ChemistryMachine LearningNatural SciencesMolecular BiologyInorganic ChemistryBiophysicsData MiningData Science

Publications per year

2018–2022

7

Publications

7

Strategies and Software for Machine Learning Accelerated Discovery in Transition Metal Chemistry

Aditya Nandy, Chenru Duan, Jon Paul Janet et al. · Industrial & Engineering Chemistry Research · 2018 · 161 citations · Full text

Engineering, Machine Learning, Molecule Design Space +17

Gaussian Process-Based Refinement of Dispersion Corrections

Jonny Proppe, Stefan Gugler, Markus Reiher · Journal of Chemical Theory and Computation · 2019 · 60 citations · Full text

Enumeration of <i>de novo</i> inorganic complexes for chemical discovery and machine learning

Stefan Gugler, Jon Paul Janet, Heather J. Kulik · Molecular Systems Design & Engineering · 2019 · 38 citations · Full text

Inorganic Chemistry, Model Training, Engineering +12

Strategies and Software for Machine Learning Accelerated Discovery in Transition Metal Chemistry

Aditya Nandy, Chenru Duan, Jon Paul Janet et al. · 2018 · 26 citations · Full text

Materials Science, Discovery Technique, Engineering +15

Ligand additivity relationships enable efficient exploration of transition metal chemical space

N. Arunachalam, Stefan Gugler, Michael G. Taylor et al. · The Journal of Chemical Physics · 2022 · 23 citations · Full text

Unique Ligands, Inorganic Chemistry, Chemical Engineering +15

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