Optimal Renormalization Group Transformation from Information Theory PM Lenggenhager, DE Gökmen, Z Ringel, SD Huber, M Koch-Janusz Physical Review X 10 (1), 011037, 2020 | 36 | 2020 |
Statistical physics through the lens of real-space mutual information DE Gökmen, Z Ringel, SD Huber, M Koch-Janusz Physical review letters 127 (24), 240603, 2021 | 21 | 2021 |
Symmetries and phase diagrams with real-space mutual information neural estimation DE Gökmen, Z Ringel, SD Huber, M Koch-Janusz Physical Review E 104 (6), 064106, 2021 | 18* | 2021 |
Compression theory for inhomogeneous systems DE Gökmen, S Biswas, SD Huber, Z Ringel, F Flicker, M Koch-Janusz arXiv preprint arXiv:2301.11934, 2023 | 1 | 2023 |
Coarse graining systems on inhomogeneous graphs using contrastive learning DE Gökmen, S Biswas, SD Huber, Z Ringel, F Flicker, M Koch-Janusz Machine Learning and the Physical Sciences Workshop, NeurIPS 2023, 2023 | | 2023 |
Information driven renormalisation group on irregular lattices DE Gokmen, M Koch-Janusz, Z Ringel, S Biswas, F Flicker APS March Meeting Abstracts 2023, K01. 010, 2023 | | 2023 |
Identifying symmetries in the statistical ensemble of coarse-graining rules DE Gokmen, Z Ringel, S Huber, M Koch-Janusz APS March Meeting Abstracts 2022, F09. 011, 2022 | | 2022 |
Real-space mutual information neural estimation algorithm DE Gokmen, Z Ringel, S Huber, M Koch-Janusz Bulletin of the American Physical Society, 2021 | | 2021 |
Dynamics of trapped one-dimensional bosons for intermediate repulsive interactions DE Gökmen, MC Yalabik arXiv preprint arXiv:1902.04888, 2019 | | 2019 |
Orbital Angular Momentum of Light DE Gökmen | | 2017 |