Aarhus University Seal / Aarhus Universitets segl

Søren Ager Meldgaard

  1. 2021
  2. Published

    Machine learning guided atomistic structure optimization. / Meldgaard, Søren Ager.

    Aarhus Universitet, 2021.

    Research output: Book/anthology/dissertation/reportPh.D. thesis

  3. 2020
  4. Published

    Structure prediction of surface reconstructions by deep reinforcement learning. / Meldgaard, S. ren A.; Mortensen, Henrik L.; Jorgensen, Mathias S.; Hammer, Bjork.

    In: Journal of Physics Condensed Matter, Vol. 32, No. 40, 404005, 09.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  5. Published

    Atomistic structure learning algorithm with surrogate energy model relaxation. / Mortensen, Henrik Lund; Meldgaard, Soren Ager; Bisbo, Malthe Kjaer; Christiansen, Mads-Peter; Hammer, Bjork.

    In: Physical Review B, Vol. 102, No. 7, 075427, 08.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  6. Published

    Gaussian representation for image recognition and reinforcement learning of atomistic structure. / Christiansen, Mads Peter V.; Mortensen, Henrik Lund; Meldgaard, Søren Ager; Hammer, Bjørk.

    In: The Journal of Chemical Physics, Vol. 153, No. 4, 153, 07.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  7. 2019
  8. Published

    Atomistic structure learning. / Jorgensen, Mathias S.; Mortensen, Henrik L.; Meldgaard, Soren A.; Kolsbjerg, Esben L.; Jacobsen, Thomas L.; Sorensen, Knud H.; Hammer, Bjork.

    In: Journal of Chemical Physics, Vol. 151, No. 5, 054111, 08.2019.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  9. 2018
  10. Published

    Machine learning enhanced global optimization by clustering local environments to enable bundled atomic energies. / Meldgaard, Soren A.; Kolsbjerg, Esben L.; Hammer, Bjork.

    In: Journal of Chemical Physics, Vol. 149, 134104, 07.10.2018.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review