Benedikt Hartl
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Research interests
Self-organisation-, complex- and smart-systems, soft-matter, active-matter, high-performance computing, machine-learning, artificial intelligenceTheses
PhD thesis:Confinement-Driven Self-Assembly of Charged Particles
Benedikt Hartl, Fakultät für Physik, TU Wien, 2020
Master's thesis:
Optimal Control of Collective Dynamics in Cavity-QED with an Inhomogeneously Broadened Spin Ensemble
Benedikt Hartl, Fakultät für Physik, TU Wien, 2016
Bachelor's thesis:
Cavity Protection in Cavity-QED with an Inhomogeneous Ensemble of Emitters Strongly Coupled to a Single Cavity Mode
Benedikt Hartl, Fakultät für Physik, TU Wien, 2013
Websites
Papers
1. "Microswimmers learning chemotaxis with genetic algorithms"
B. Hartl, M. Hübl, G. Kahl, A. Zöttl Proc. Natl. Acad. Sci. U.S.A. 118, (2021)
2. "Reliable Computational Prediction of the Supramolecular Ordering of Complex Molecules under Electrochemical Conditions"
B. Hartl, S. Sharma, O. Brügner, S. F. L. Mertens, M. Walter, G. Kahl J. Chem. Theory Comput. 16, 5227-5243 (2020)
3. "Optimal control of non-Markovian dynamics in a single-mode cavity strongly coupled to an inhomogeneously broadened spin ensemble"
D. Krimer, B. Hartl, F. Mintert, S. Rotter Physical Review A 96, 043837 (2017)
4. "Hybrid quantum systems with collectively coupled spin states: suppression of decoherence through spectral hole burning"
D. Krimer, B. Hartl, S. Rotter Physical Review Letters 115, 033601 (2015)
Talks
1. "On a Possible Emergence of a Quasi-Crystalline Structure in a Wigner Bilayer System"
B. Hartl, M. Mihalkovič, M. Mazars, L. Šamaj, E. Trizac, G. Kahl, May 10 2019, LPTMS-Seminar, Orsay (France)
2. "Predictive Modeling of Molecular Self-Assembly at an Electrochemical Solid-Liquid Interface — An Evolutionary Approach"
B. Hartl, O. Brügner, S. Sharma, S.F.L. Mertens, M. Walter, G. Kahl, January 22 2019, Vienna Theory Lunch Seminar, Vienna (Austria)
3. "Reliable Computational Prediction of Supramolecular Ordering of Complex Molecules under Electrochemical Conditions"
B. Hartl, O. Brügner, S. Shubham, S.F.L. Mertens, M. Walter and G. Kahl, September 02-07 2018, ECIS 2018, Ljubljana (Slovenia)
4. "Molecular Self-Assembly at Solid--Liquid Interfaces under Electrochemical Control"
B. Hartl, O. Brügner, S. Shubham, S.F.L. Mertens, M. Walter and G. Kahl, August 11-13 2018, IMPRESS, Graz (Austria)
5. "Optimal Control of Collective Dynamics in Cavity-QED - A Spin Ensemble Based Storage Device"
B. Hartl, D. Krimer, F. Mintert, S. Rotter, May 16 2017, IRTG- Seminar, Freiburg (Germany)
6. "Optimal Control of Collective Dynamics in Cavity-QED"
B. Hartl, December 05 2016, ViCoM Lectures 2016, Vienna (Austria)
7. "Energy Based Models: Maximum Entropy (MaxEnt), Generative Models, and Boltzmann Learning"
B. Hartl, January 30 2020, Seminar on Fundamental Interactions: Machine Learning for Physicists, Vienna (Austria)
8. "When Machines Learn Physics"
B. Hartl, July 25-27 2019, Kurt Gödl's Legacy: Does the future lie in the past?, Vienna (Austria)
9. "Nested Artificial Potentials"
B. Hartl, December 10-14 2018, Questract at the Machine Learning and Reverse Engineering for Soft Materials Workshop, Leiden (Netherlands)
Posters
1. "Machine Learning of Microswimmer Chemotaxis"
B. Hartl, M. Hübl, A. Zöttl, G. Kahl, Online Conference Motile Active Matter, October 26-29 2020, Jülich, (Germany)
2. "On a Possible Emergence of a Quasi-Crystalline Structure in a Wigner Bilayer System"
B. Hartl, M. Mihalkovič, L. Šamaj, E. Trizac, G. Kahl, ICQ14, May 26-31 2019, Kranjska Gora, (Slovenia)
3. "On the Self-assembly Capacities of Ionic Liquid Crystals"
B. Hartl, G. Kahl, ECIS 2018, September 02-07 2018, Ljubljana (Slovenia)
4. "Predictive Modeling of Molecular Self-Assembly at an Electrochemical Solid--Liquid Interface"
B. Hartl, G. Kahl, K. Cui, S. De Feyter, M. Walter, and S.F.L. Mertens, From Electrons to Phase Transitions - A ViCoM Conference, April 04-06 2018, Vienna (Austria)
5. "Predictive theoretical modeling of molecular self-assembly at an electrochemical solid-liquid interface"
B. Hartl , G. Kahl, K. Cui, S. De Feyter, M. Walter, S. Mertens, 10th Liquid Matter Conference, July 17-21 2017, Ljubljana (Slovenia)
6. "Softness- and anisometry-driven self-assembly in colloidal systems"
B. Hartl , DOC award ceremony of the Austrian Academy of Sciences 2017, June 09 2017, Vienna (Austria)