フォロー
Jonas Greitemann
Jonas Greitemann
Arnold Sommerfeld Center for Theoretical Physics, LMU Munich
確認したメール アドレス: lmu.de
タイトル
引用先
引用先
Probing hidden spin order with interpretable machine learning
J Greitemann, K Liu, L Pollet
Physical Review B 99 (6), 060404, 2019
472019
Learning multiple order parameters with interpretable machines
K Liu, J Greitemann, L Pollet
Physical Review B 99 (10), 104410, 2019
442019
Finite-size effects in Luther-Emery phases of Holstein and Hubbard models
J Greitemann, S Hesselmann, S Wessel, FF Assaad, M Hohenadler
Physical Review B 92 (24), 245132, 2015
212015
Identification of emergent constraints and hidden order in frustrated magnets using tensorial kernel methods of machine learning
J Greitemann, K Liu, LDC Jaubert, H Yan, N Shannon, L Pollet
Physical Review B 100 (17), 174408, 2019
182019
Revealing the phase diagram of Kitaev materials by machine learning: Cooperation and competition between spin liquids
K Liu, N Sadoune, N Rao, J Greitemann, L Pollet
Physical Review Research 3 (2), 023016, 2021
142021
Generic first-order phase transitions between isotropic and orientational phases with polyhedral symmetries
K Liu, J Greitemann, L Pollet
Physical Review E 97 (1), 012706, 2018
72018
SciPost Phys. Lect
J Greitemann, L Pollet
Notes 2, 2018
62018
tensorial-kernel SVM library
J Greitemann, K Liu, L Pollet
5
The view of TK-SVM on the phase hierarchy in the classical kagome Heisenberg antiferromagnet
J Greitemann, K Liu, L Pollet
Journal of Physics: Condensed Matter 33 (5), 054002, 2021
42021
Investigation of hidden multipolar spin order in frustrated magnets using interpretable machine learning techniques
J Greitemann
lmu, 2019
42019
Lecture notes on Diagrammatic Monte Carlo for the Fröhlich polaron
J Greitemann, L Pollet
SciPost Physics Lecture Notes, 002, 2018
22018
Revealing the Phase Diagram of Kitaev Materials by Machine Learning
K Liu, N Sadoune, N Rao, J Greitemann, L Pollet
APS March Meeting Abstracts 2021, B39. 009, 2021
2021
Partitioning the phase diagram of pyrochlore and Kitaev magnets using graph theory
K Liu, J Greitemann, L Jaubert, H Yan, N Shannon, L Pollet
Bulletin of the American Physical Society 65, 2020
2020
Identifying Hidden Spin Nematic Order with Interpretable Machine
K Liu, J Greitemann, L Pollet
Bulletin of the American Physical Society, 2019
2019
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