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Embodied Vision

Human Aspects of Machine Learning

Intelligent Control Systems

Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

Organizational Leadership and Diversity

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Micro, Nano, and Molecular Systems Article Absolute diffusion measurements of active enzyme solutions by NMR Guenther, J., Majer, G., Fischer, P. J. Chem. Phys., 150(124201), March 2019 () DOI URL BibTeX
Perceiving Systems Conference Paper Distributed, Collaborative Virtual Reality Application for Product Development with Simple Avatar Calibration Method Dixken, M., Diers, D., Wingert, B., Hatzipanayioti, A., Mohler, B. J., Riedel, O., Bues, M. IEEE Conference on Virtual Reality and 3D User Interfaces, (VR), :1299-1300, IEEE, March 2019 (Published) DOI BibTeX
Optics and Sensing Laboratory Article Elastic Scattering Time of Matter-Waves in Disordered Potentials Richard, J., Lim, L., Denechaud, V., Volchkov, V., Lecoutre, B., Mukhtar, M., Jendrzejewski, F., Aspect, A., Signoles, A., Sanchez-Palencia, L., et al. Physical Review Letters, 122:100403, American Physical Society (APS), March 2019 (Published) DOI BibTeX
Physical Intelligence Article Elastic modulus affects adhesive strength of gecko-inspired synthetics in variable temperature and humidity Mitchell, C. T., Drotlef, D., Dayan, C. B., Sitti, M., Stark, A. Y. Integrative and Comparative Biology, 59(Supplement 1):E372-E372, 2019 () DOI BibTeX
Conference Paper Obstacles Awareness Methods from Occupancy Map for Free Walking in VR Keller, M., Tchilinguirian, T. In Proceedings IEEE Conference on Virtual Reality and 3D User Interfaces (VR) , :1012-1013, IEEE, 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), March 2019 () Paper Paper Poster DOI BibTeX
Physical Intelligence Article Programmable collective behavior in dynamically self‐assembled mobile microrobotic swarms Berk Yigit, Y. A. M. S. Advanced Science, 6(6):1801837, March 2019 () DOI BibTeX
Micro, Nano, and Molecular Systems Article Chemical Nanomotors at the Gram Scale Form a Dense Active Optorheological Medium Choudhury, U., Singh, D. P., Qiu, T., Fischer, P. Adv. Mat., 31(1807382), February 2019 () DOI URL BibTeX
Perceiving Systems Article Perceptual Effects of Inconsistency in Human Animations Kenny, S., Mahmood, N., Honda, C., Black, M. J., Troje, N. F. ACM Trans. Appl. Percept., 16(1):2:1-2:18, February 2019 () publisher pdf DOI BibTeX
Intelligent Control Systems Ph.D. Thesis Fast and Resource-Efficient Control of Wireless Cyber-Physical Systems Baumann, D. KTH Royal Institute of Technology, Stockholm, February 2019 (Published) PDF BibTeX
Empirical Inference Ph.D. Thesis Learning Transferable Representations Rojas-Carulla, M. University of Cambridge, UK, February 2019 (Published) BibTeX
Empirical Inference Probabilistic Learning Group Conference Paper Automatic Bayesian Density Analysis Vergari, A., Molina, A., Peharz, R., Ghahramani, Z., Kersting, K., Valera, I. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-19), 33:01, :5207-5215, AAAI.org, AAAI-19, January 2019 (Published) arXiv DOI BibTeX
Micro, Nano, and Molecular Systems Article First Observation of Optical Activity in Hyper-Rayleigh Scattering Collins, J., Rusimova, K., Hooper, D., Jeong, H. H., Ohnoutek, L., Pradaux-Caggiano, F., Verbiest, T., Carbery, D., Fischer, P., Valev, V. Phys. Rev. X, 9(011024), January 2019 () DOI URL BibTeX
Theory of Inhomogeneous Condensed Matter Article Active rotational dynamics of a self-diffusiophoretic colloidal motor Reigh, S., Huang, M., Löwen, H., Lauga, E., Kapral, R. Soft Matter, 16(5):1236-1245, 2019 (Published) DOI BibTeX
Physical Intelligence Article 3D-printed biodegradable microswimmer for theranostic cargo delivery and release Ceylan, H., Yasa, I. C., Yasa, O., Tabak, A. F., Giltinan, J., Sitti, M. ACS Nano, 13(3):3353-3362, ACS Publications, 2019 () BibTeX
Physical Intelligence Article 3D‐printed microrobotic transporters with recapitulated stem cell niche for programmable and active cell delivery Yasa, I. C., Tabak, A. F., Yasa, O., Ceylan, H., Sitti, M. Advanced Functional Materials, 29(17):1808992, 2019 () DOI BibTeX
Article A Distributed ADMM Approach to Non-Myopic Path Planning for Multi-Target Tracking Park, S., Min, Y., Ha, J., Cho, D., Choi, H. IEEE Access, 7:163589-163603, IEEE, New York, NY, 2019 () DOI BibTeX
Movement Generation and Control Article A Robustness Analysis of Inverse Optimal Control of Bipedal Walking Rebula, J. R., Schaal, S., Finley, J., Righetti, L. IEEE Robotics and Automation Letters, 4(4):4531-4538, 2019 (Published) DOI BibTeX
Physical Intelligence Conference Paper A bio-inspired robotic fish fin with mechanosensation using conductive liquid-metal-infused soft actuators Liu, Z., Sun, W., Ren, Z., Hu, K., Wang, T., Wen, L. 2019 IEEE 9th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER 2019), :689-694, IEEE, Piscataway, NJ, IEEE 9th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER 2019) , 2019 (Published) DOI URL BibTeX
Physical Intelligence Article A force-measuring and behaviour-recording system consisting of 24 individual 3D force plates for the study of single limb forces in climbing animals on a quasi-cylindrical tower Ji, A., Yuan, S., Endlein, T., Hill, I. D., Wang, W., Wang, H., Jiang, N., Zhao, Z., Barnes, W. J. P., Dai, Z. Bioinspiration \& biomimetics, 14(4):046004, IOP Publishing, 2019 () BibTeX
Physical Intelligence Article A general electromechanical model for plates with integrated piezo-patches using spectral-Tchebychev method Aghakhani, A., Motlagh, P. L., Bediz, B., Basdogan, I. Journal of Sound and Vibration, 458:74-88, Elsevier, 2019 () BibTeX
Physical Intelligence Patent A liquid repellent fibrillar dry adhesive material and a method of producing the same Sitti, M., Liimatainen, V. 2019, EP Patent App. 19 218 616.1, Dec.2019 () BibTeX
Empirical Inference Miscellaneous ABCDP: Approximate Bayesian Computation Meets Differential Privacy Park, M., Jitkrittum, W. 2019, Submitted (Submitted) arXiv BibTeX
Theory of Inhomogeneous Condensed Matter Article Active Janus colloids at chemically structured surfaces Uspal, W. E., Popescu, M. N., Dietrich, S., Tasinkevych, M. The Journal of Chemical Physics, 150(20):204904, American Institute of Physics, Woodbury, N.Y., 2019 () DOI BibTeX
Micro, Nano, and Molecular Systems Master Thesis Active matter and self propelled microparticles Kottapalli, S. N. M. Univ. of Stuttgart, 2019 () BibTeX
Empirical Inference Ph.D. Thesis Advances in Probabilistic Modelling: Sparse Gaussian Processes, Autoencoders, and Few-shot Learning Bauer, M. University of Cambridge, UK, 2019 (Published) BibTeX
Empirical Inference Article Analysis of cause-effect inference by comparing regression errors Blöbaum, P., Janzing, D., Washio, T., Shimizu, S., Schölkopf, B. PeerJ Computer Science, 5:e169, 2019 (Published) DOI BibTeX
Modern Magnetic Systems Article Anatomy of Skyrmionic Textures in Magnetic Multilayers Li, W., Bykova, I., Zhang, S., Yu, G., Tomasello, R., Carpentieri, M., Liu, Y., Guang, Y., Gräfe, J., Weigand, M., et al. Advanced Materials, 31:1807683, 2019 () DOI URL BibTeX
Materials Article Anomalous formation of micrometer-thick amorphous oxide surficial layers during high-temperature oxidation of ZrAl2 Hu, Z., Xu, Y., Chen, Y., Schützendübe, P., Wang, J., Huang, Y., Liu, Y., Wang, Z. Journal of Materials Science & Technology, 35(7):1479-1484, Editorial Board of Journal of Materials Science and Technology, Shenyang, China, 2019 () DOI BibTeX
Materials Article Asymmetry of interface reactions in Ag-Sn thin film couples—In-situ synchrotron radiation study Zotov, N., Schützendübe, P. Journal of Applied Physics, 125(21):215302, AIP Publishing, New York, NY, 2019 () DOI BibTeX
Materials Article Beyond dealloying: development of nanoporous gold via metal-induced crystallization and its electrochemical properties Zhang, A., Wang, J., Schützendübe, P., Liang, H., Huang, Y., Wang, Z. Nanotechnology, 30(37):375601, IOP Pub., Bristol, UK, 2019 () DOI BibTeX
Physical Intelligence Article Bio-inspired composite microfibers for strong and reversible adhesion on smooth surfaces Drotlef, D., Dayan, C., Sitti, M. Integrative and comparative biology, 59(1):227-235, 2019 () BibTeX
Movement Generation and Control Article Birch tar production does not prove Neanderthal behavioral complexity Schmidt, P., Blessing, M., Rageot, M., Iovita, R., Pfleging, J., Nickel, K. G., Righetti, L., Tennie, C. Proceedings of the National Academy of Sciences (PNAS), 116(36):17707-17711, 2019 (Published) DOI BibTeX
Modern Magnetic Systems Article Bistability of magnetic states in Fe-Pd nanocap arrays Aravind, P. B., Heigl, M., Fix, M., Groß, F., Gräfe, J., Mary, A., Rajgowrav, C. R., Krupiński, M., Marszałek, M., Thomas, S., et al. Nanotechnology, 30:405705, 2019 () URL BibTeX
Statistical Learning Theory Conference Paper Boosting for Comparison-Based Learning Perrot, M., von Luxburg, U. International Joint Conference on Artificial Intelligence (IJCAI), 2019 () BibTeX
Empirical Inference Article Brainglance: Visualizing Group Level MRI Data at One Glance Stelzer, J., Lacosse, E., Bause, J., Scheffler, K., Lohmann, G. Frontiers in Neuroscience, 13(972), 2019 (Published) DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Brownian dynamics assessment of enhanced diffusion exhibited by "fluctuating-dumbbell enzymes". Kondrat, S., Popescu, M. N. Physical Chemistry Chemical Physics, 21(35):18811-18815, Royal Society of Chemistry, Cambridge, England, 2019 () DOI BibTeX
Physical Intelligence Article Cancer-selective nanoparticles for combinatorial siRNA delivery to primary human GBM in vitro and in vivo Kozielski, K. L., Ruiz-Valls, A., Tzeng, S. Y., Guerrero-Cázares, H., Rui, Y., Li, Y., Vaughan, H. J., Gionet-Gonzales, M., Vantucci, C., Kim, J., et al. Biomaterials, 209:79-87, Elsevier, 2019 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Charge regulation radically modifies electrostatics in membrane stacks Majee, A., Bier, M., Blossey, R., Podgornik, R. Physical Review E, 100(5):050601, American Physical Society, Melville, NY, 2019 () DOI BibTeX
Locomotion in Biorobotic and Somatic Systems Conference Paper Co-Contraction facilitates Body Stiffness Modulation during Swimming with Sensory Feedback in a Soft Biorobotic Physical Model Jusufi, A., Vogt, D., Wood, R. J. In Integrative and Comparative Biology, 59(Supplement 1):E116-E116, Society for Integrative and Comparative Biology Annual Meeting (SICB Annual Meeting 2019), 2019 () DOI URL BibTeX
Theory of Inhomogeneous Condensed Matter Article Comment on "Which interactions dominate in active colloids?" [J. Chem. Phys. 150, 061102 (2019)] Popescu, M. N., Dominguez, A., Uspal, W. E., Tasinkevych, M., Dietrich, S. The Journal of Chemical Physics, 151(6):067101, American Institute of Physics, Woodbury, N.Y., 2019 () DOI BibTeX
Empirical Inference Article Compatible natural gradient policy search Pajarinen, J., Thai, H. L., Akrour, R., Peters, J., Neumann, G. Machine Learning, 108(8):1443-1466, 2019 (Published) DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Connections Matter: On the Importance of Pore Percolation for Nanoporous Supercapacitors Vasilyev, O., Kornyshev, A. A., Kondrat, S. ACS Applied Energy Materials, 2(8):5386-5390, American Chemical Society, Washington, DC, 2019 () DOI BibTeX
Modern Magnetic Systems Materials Article Controlling dislocation nucleation-mediated plasticity in nanostructures via surface modification Shin, J., Chen, L. Y., Sanli, U. T., Richter, G., Labat, S., Richard, M., Cornelius, T., Thomas, O., Gianola, D. S. Acta Materialia, 166:572-586, Elsevier Science, Kidlington, 2019 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Bachelor Thesis Controlling pattern formation in the confined Schnakenberg model Beyer, D. B. Universität Stuttgart, Stuttgart, 2019 () BibTeX
Theory of Inhomogeneous Condensed Matter Article Controlling the dynamics of colloidal particles by critical Casimir forces Magazzù, A., Callegari, A., Staforelli, J. P., Gambassi, A., Dietrich, S., Volpe, G. Soft Matter, 15(10):2152-2162, Royal Society of Chemistry, Cambridge, UK, 2019 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Correlations and forces in sheared fluids with or without quenching Rohwer, C. M., Maciolek, A., Dietrich, S., Krüger, M. New Journal of Physics, 21:073029, IOP Publishing, Bristol, 2019 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Criticality senses topology Vasilyev, O. A., Maciolek, A., Dietrich, S. EPL, 128(2):20002, EDP Science, Les-Ulis, 2019 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Current-mediated synchronization of a pair of beating non-identical flagella Dotsenko, V., Maciolek, A., Oshanin, G., Vasilyev, O., Dietrich, S. New Journal of Physics, 21:033036, IOP Publishing, Bristol, 2019 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Curvature affects electrolyte relaxation: Studies of spherical and cylindrical electrodes Janssen, M. Physical Review E, 100(4):042602, American Physical Society, Melville, NY, 2019 () DOI BibTeX
Physical Intelligence Article Cutting the cord: progress in untethered soft robotics and actuators Li, M., Ostrovsky-Snider, N. A., Sitti, M., Omenetto, F. G. MRS Advances, 4(51-52):2787-2804, 2019 () DOI BibTeX