Wissenschaftliche Publikationen

Xian, R. P.; Stimper, V.; Zacharias, M.; Dong, S.; Dendzik, M.; Beaulieu, S.; Schölkopf, B.; Wolf, M.; Rettig, L.; Carbogno, C. et al.; Bauer, S.; Ernstorfer, R.: A machine learning route between band mapping and band structure. Nature Computational Science 3 (1), S. 101 - 114 (2022)

Venturelli, D.; Gross, M.: Tracer particle in a confined correlated medium: an adiabatic elimination method. Journal of Statistical Mechanics: Theory and Experiment 2022 (12), 123210 (2022)

Yang, J.; Zhang, H.; Berdin, A.; Hu, W.; Zeng, H.: Dandelion-Inspired, Wind-Dispersed Polymer-Assembly Controlled by Light. Advanced Science 10 (7), 2206752 (2022)

Safdari, H.; De Bacco, C.: Anomaly detection and community detection in networks. Journal of Big Data 9, 122 (2022)

Vignolo-González, H. A.; Gouder, A.; Laha, S.; Duppel, V.; Carretero-Palacios, S.; Jiménez-Solano, A.; Oshima, T.; Schützendübe, P.; Lotsch, B. V.: Morphology Matters: 0D/2D WO₃ Nanoparticle-Ruthenium Oxide Nanosheet Composites for Enhanced Photocatalytic Oxygen Evolution Reaction Rates. Advanced Energy Materials 13 (6), 2203315 (2022)

Ren, Z.; Shao, Y.: Future bio-inspired robots require delicate structures. Frontiers in Robotics and AI 9, 1073329 (2022)

Nádvorník, L.; Gueckstock, O.; Braun, L.; Niu, C.; Gräfe, J.; Richter, G.; Schütz, G.; Takagi, H.; Zeer, M.; Seifert, T. S. et al.; Kubaščík, P.; Pandeya, A. K.; Anane, A.; Yang, H.; Bedoya-Pinto, A.; Parkin, S. S. P.; Wolf, M.; Mokrousov, Y.; Nakamura, H.; Kampfrath, T.: Terahertz spin-to-charge current conversion in stacks of ferromagnets and the transition-metal dichalcogenide NbSe₂. Advanced Materials Interfaces 9 (36), 2201675 (2022)

Brown, J. D.; Kuchenbecker, K. J.: Effects of automated skill assessment on robotic surgery training. The International Journal of Medical Robotics and Computer Assisted Surgery 19 (2), e2492 (2022)

Wang, Y.; Peng, H.; Wang, H.; Zhang, M.; Zhou, W.; Zhang, Y.: In-situ synthesis of MOF nanoparticles in double-network hydrogels for stretchable adsorption device. Chemical Engineering Journal 450 (3), 138216 (2022)

Powalla, L.; Birch, M. T.; Litzius, K.; Wintz, S.; Schulz, F.; Weigand, M.; Scholz, T.; Lotsch, B. V.; Kern, K.; Schütz, G. et al.; Burghard, M.: Single skyrmion generation via a vertical nanocontact in a 2D magnet-based heterostructure. Nano Letters 22 (23), S. 9236 - 9243 (2022)

Zheng, Z.; Wang, H.; Demir, S. O.; Huang, Q.; Fukuda, T.; Sitti, M.: Programmable aniso-electrodeposited modular hydrogel microrobots. Science Advances 8 (50), eade6135 (2022)

Sutanto, G.; Rombach, K.; Chebotar, Y.; Su, Z.; Schaal, S.; Sukhatme, G. S.; Meier, F.: Supervised learning and reinforcement learning of feedback models for reactive behaviors: Tactile feedback testbed. The International Journal of Robotics Research 41 (13-14), S. 1121 - 1145 (2022)

Squarcini, A.; Solon, A.; Viot, P.; Oshanin, G.: Fractional Brownian gyrator. Journal of Physics A 55 (48), 485001 (2022)

Becker, F.; Skirzynski, J.; van Opheusden, B.; Lieder, F.: Boosting human decision-making with AI-generated decision aids. Computational Brain & Behavior 5 (4), S. 467 - 490 (2022)

Büchler, D.; Guist, S.; Calandra, R.; Berenz, V.; Schölkopf, B.; Peters, J.: Learning to Play Table Tennis From Scratch Using Muscular Robots. IEEE Transactions on Robotics 38 (6), S. 3850 - 3860 (2022)

Hong, C.; Tang, D.; Quan, Q.; Cao, Z.; Wang, C.; Sitti, M.; Deng, Z.: Control of Two-Degree-of-Freedom Inertial Appendages of a Small-Scale Jumping Robot for Enhanced Terrestrial and Aerial Maneuverability. IEEE/ASME Transactions on Mechatronics 28 (3), S. 1754 - 1765 (2022)

Littlehales, M. T.; Turnbull, L. A.; Wilson, M. N.; Birch, M. T.; Popescu, H.; Jaouen, N.; Verezhak, J. A. T.; Balakrishnan, G.; Hatton, P. D.: Enhanced skyrmion metastability under applied strain in FeGe. Physical Review B 106 (21), 214434 (2022)

Lorch, L.; Kremer, H.; Trouleau, W.; Tsirtsis, S.; Szanto, A.; Schölkopf, B.; Gomez-Rodriguez, M.: Quantifying the effects of contact tracing, testing, and containment measures in the presence of infection hotspots. ACM Transactions on Spatial Algorithms and System 8 (4), 25 (2022)

Wittmann, A.; Gomonay, O.; Litzius, K.; Kaczmarek, A.; Kossak, A. E.; Wolf, D.; Lubk, A.; Johnson, T. N.; Tremsina, E. A.; Churikova, A. et al.; Büttner, F.; Wintz, S.; Mawass, M.-A.; Weigand, M.; Kronast, F.; Scipioni, L.; Shepard, A.; Newhouse-Illige, T.; Greer, J. A.; Schütz, G.; Birge, N. O.; Beach, G. S. D.: Role of substrate clamping on anisotropy and domain structure in the canted antiferromagnet α-Fe₂O₃. Physical Review B 106 (22), 224419 (2022)

Xian, Y.; Korbar, B.; Douze, M.; Torresani, L.; Schiele, B.; Akata, Z.: Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation. IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), S. 8949 - 8961 (2022)