Sabine Andergassen
Associate Prof. Dr.in rer.nat.
Role
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Associate Professor
Machine Learning, E194-06
Courses
2023W
- Bachelor Thesis in Computer Science / 194.112 / PR
- Introduction to Machine Learning / 194.025 / VU
- Journal Club "Solid State Physics: Theory and Experiment" / 194.138 / SE
- Modern Aspects of Renormalization in Field Theories / 194.142 / UE
- Modern Aspects of Renormalization in Field Theories / 194.141 / VO
- Privatissimum for Doctor's Thesis / 194.028 / PV
- Project in Computer Science 1 / 194.145 / PR
- Seminar for PhD Students / 194.110 / SE
2024S
- Bachelor Thesis in Computer Science / 194.112 / PR
- Journal Club "Solid State Physics: Theory and Experiment" / 194.138 / SE
- Privatissimum for Doctor's Thesis / 194.028 / PV
- Project in Computer Science 1 / 194.145 / PR
- Scientific Research and Writing / 193.052 / SE
- Seminar for PhD Students / 194.110 / SE
Publications
- Inferring interpretable dynamical generators of local quantum observables from projective measurements through machine learning / Cemin, G., Carnazza, F., Andergassen, S., Martius, G., Carollo, F., & Lesanovsky, I. (2024). Inferring interpretable dynamical generators of local quantum observables from projective measurements through machine learning. Physical Review Applied, 21(4), Article L041001. https://doi.org/10.1103/PhysRevApplied.21.L041001
- Towards nonperturbative nonlocal correlations in the 2d Hubbard Model with the fRG / Krämer, M., Meixner, M., Fraboulet, K., Bonetti, P. M., Vilardi, D., Wentzell, N., Schäfer, T., Toschi, A., & Andergassen, S. (2024, March 22). Towards nonperturbative nonlocal correlations in the 2d Hubbard Model with the fRG [Conference Presentation]. DPG Verhandlungen der Deutschen Physikalischen Gesellschaft 2024, Freiburg, Germany.
- Single-boson exchange formulation of the Schwinger-Dyson equation and its application to the functional renormalization group / Patricolo, M., Gievers, M., Fraboulet, K., Heinzelmann, S., Vilardi, D., Bonetti, P. M., & Andergassen, S. (2024, March 22). Single-boson exchange formulation of the Schwinger-Dyson equation and its application to the functional renormalization group [Conference Presentation]. DPG Verhandlungen der Deutschen Physikalischen Gesellschaft 2024, Freiburg, Germany.
- Engineering the speedup of quantum tunneling in Josephson systems via dissipation / Hauff, J., Ankerhold, J., Rastelli, G., Belzig, W., Andergassen, S., & Maile, D. (2024, March 20). Engineering the speedup of quantum tunneling in Josephson systems via dissipation [Conference Presentation]. DPG Verhandlungen der Deutschen Physikalischen Gesellschaft 2024, Freiburg, Germany.
- Mott transition and pseudogap of the square-lattice Hubbard model: Results from center-focused cellular dynamical mean-field theory / Meixner, M., Menke, H., Klett, M., Heinzelmann, S., Andergassen, S., Hansmann, P., & Schäfer, T. (2024). Mott transition and pseudogap of the square-lattice Hubbard model: Results from center-focused cellular dynamical mean-field theory. SciPost Physics, 16(2), Article 059. https://doi.org/10.21468/SciPostPhys.16.2.059
- Correlations on all length scales in the Hubbard model and beyond / Andergassen, S. (2023, September 21). Correlations on all length scales in the Hubbard model and beyond [Conference Presentation]. PHD-WORKSHOP FOR 5413, Germany.
- fRG analysis of the extended Hubbard model - SBE fluctuation diagnostics of screening / Al-Eryani, A., Heinzelmann, S., & Andergassen, S. (2023, September 18). fRG analysis of the extended Hubbard model - SBE fluctuation diagnostics of screening [Poster Presentation]. Autumn School on Correlated Electrons: Orbital Physics in Correlated Matter, Germany.
- Modular fRG Code for Lattice Fermion Systems: Challenges, Strategies and Ideas / Al-Eryani, A., & Andergassen, S. (2023, September 6). Modular fRG Code for Lattice Fermion Systems: Challenges, Strategies and Ideas [Conference Presentation]. numErical MEthods for fRG in condENsed maTter, Germany.
- Single-boson-exchange functional renormalization group and its application to the Hubbard model / Fraboulet, K., & Andergassen, S. (2023, September 6). Single-boson-exchange functional renormalization group and its application to the Hubbard model [Conference Presentation]. numErical MEthods for fRG in condENsed maTter, Germany.
- Single Boson Exchange fRG for Extended Hubbard Interactions / Al-Eryani, A., Scherer, M., & Andergassen, S. (2023, September 5). Single Boson Exchange fRG for Extended Hubbard Interactions [Poster Presentation]. numErical MEthods for fRG in condENsed maTter, Germany.
- Functional Renormalization Group Analysis of the Pseudogap Opening in the Hubbard Model / Patricolo, M., & Andergassen, S. (2023, September 5). Functional Renormalization Group Analysis of the Pseudogap Opening in the Hubbard Model [Poster Presentation]. numErical MEthods for fRG in condENsed maTter, Germany.
- Cluster Extension of DMF²RG / Krämer, M., & Andergassen, S. (2023, September 5). Cluster Extension of DMF2RG [Poster Presentation]. numErical MEthods for fRG in condENsed maTter, Germany.
- The Mott metal-insulator transition in the two-dimensional Hubbard model - a cellular dynamical mean-field study on large clusters / Meixner, M., Klett, M., Heinzelmann, S., Wentzell, N., Hansmann, P., Andergassen, S., & Schäfer, T. (2023, July 24). The Mott metal-insulator transition in the two-dimensional Hubbard model - a cellular dynamical mean-field study on large clusters [Poster Presentation]. Workshop “Correlations in Novel Quantum Materials” 2023, Germany. http://hdl.handle.net/20.500.12708/187908
- Efficient fRG flow equations for extended interactions and an application to the square and triangular lattices / Al-Eryani, A., Heinzelmann, S., Fraboulet, K., Scherer, M., & Andergassen, S. (2023, July 24). Efficient fRG flow equations for extended interactions and an application to the square and triangular lattices [Poster Presentation]. Workshop “Correlations in Novel Quantum Materials” 2023, Germany.
- Single-boson-exchange functional renormalization group and its application to the Hubbard model / Fraboulet, K., Al-Eryani, A., Andergassen, S., & Heinzelmann, S. (2023, July 24). Single-boson-exchange functional renormalization group and its application to the Hubbard model [Poster Presentation]. Workshop “Correlations in Novel Quantum Materials” 2023, Germany.
- Pseudogap opening in the Hubbard model at strong coupling / Patricolo, M., Vilardi, D., Heinzelmann, S., Andergassen, S., & Bonetti, V. (2023, July 24). Pseudogap opening in the Hubbard model at strong coupling [Poster Presentation]. Workshop “Correlations in Novel Quantum Materials” 2023, Germany.
- Cluster extension of DMF2RG / Krämer, M., Fraboulet, K., Vilardi, D., Bonetti, P. M., Meixner, M., Schäfer, T., & Andergassen, S. (2023, July 24). Cluster extension of DMF2RG [Poster Presentation]. Workshop “Correlations in Novel Quantum Materials” 2023, Stuttgart, Germany.
- Machine learning dynamics of quantum systems / Andergassen, S. (2023, May 8). Machine learning dynamics of quantum systems [Presentation]. TACO Colloquium, Austria.
- Pseudogap opening in the Hubbard model at strong coupling / Patricolo, M., Heinzelmann, S., Bonetti, P. M., Vilardi, D., & Andergassen, S. (2023, May 4). Pseudogap opening in the Hubbard model at strong coupling [Poster Presentation]. Exploring New Topics with Functional Renormalisation, Germany.
- Machine learning dynamics of quantum systems / Andergassen, S. (2023, April 13). Machine learning dynamics of quantum systems [Conference Presentation]. Machine Learning and (Quantum) Physics Workshop 2023, Obergurgl, Austria.