Concepedia

Søren Ager Meldgaard

SA

Statistics

Publications

5

Citations

170

H-Index

5

Active since

2018

Affiliations

Aarhus University(Current)

Søren Ager Meldgaard is an author at Aarhus University specializing in quantum chemistry, engineering, and applied physics.

Top concepts

ChemistryEngineeringApplied PhysicsMolecular DesignNatural SciencesQuantum ChemistryComputational ChemistryPhysicsMachine LearningMaterial Science

Publications per year

2018–2020

5

Publications

5

Machine learning enhanced global optimization by clustering local environments to enable bundled atomic energies

Søren Ager Meldgaard, Esben L. Kolsbjerg, Bjørk Hammer · The Journal of Chemical Physics · 2018 · 44 citations · Full text

Atomistic structure learning

Mathias Jørgensen, Henrik Lund Mortensen, Søren Ager Meldgaard et al. · The Journal of Chemical Physics · 2019 · 40 citations · Full text

Materials Science, Atomistic Structure, Convolutional Neural Network +14

Atomistic structure learning algorithm with surrogate energy model relaxation

Henrik Lund Mortensen, Søren Ager Meldgaard, Malthe Kjær Bisbo et al. · Physical review. B./Physical review. B · 2020 · 35 citations · Full text

Materials Science, Atomistic Structure, Engineering +15

Structure prediction of surface reconstructions by deep reinforcement learning

Søren Ager Meldgaard, Henrik Lund Mortensen, Mathias Jørgensen et al. · Journal of Physics Condensed Matter · 2020 · 32 citations

Gaussian representation for image recognition and reinforcement learning of atomistic structure

Mads-Peter Verner Christiansen, Henrik Lund Mortensen, Søren Ager Meldgaard et al. · The Journal of Chemical Physics · 2020 · 19 citations · Full text

Engineering, Machine Learning, Gaussian Representation +19

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