Publications

DEPARTMENTS

Emperical Interference

Haptic Intelligence

Modern Magnetic Systems

Perceiving Systems

Physical Intelligence

Robotic Materials

Social Foundations of Computation


Research Groups

Autonomous Vision

Autonomous Learning

Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

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

Probabilistic Learning Group


Topics

Robot Learning

Conference Paper

2022

Autonomous Learning

Robotics

AI

Career

Award


Physical Intelligence Conference Paper Collective formation and cooperative function of a magnetic microrobotic swarm Xiaoguang Dong, M. S. IEEE, Robotics: Science and Systems, June 2019
Untethered magnetically actuated microrobots can access distant, enclosed and small spaces, such as inside microfluidic channels and the human body, making them appealing for minimal invasive tasks. Despite the simplicity of individual magnetic microrobots, a collective of these microrobots that can work closely and cooperatively would significantly enhance their capabilities. However, a challenge of realizing such collective magnetic microrobots is to coordinate their formations and motions with underactuated control signals. Here, we report a method that allows collective magnetic microrobots working closely and cooperatively by controlling their two-dimensional (2D) formations and collective motions in a programmable manner. The actively designed formation and intrinsic adjustable compliance within the group allow bio-inspired collective behaviors, such as navigating through cluttered environments and reconfigurable cooperative manipulation ability. These collective magnetic microrobots thus could enable potential applications in programmable self-assembly, modular robotics, swarm robotics, and biomedicine.
Collective Formation and Cooperative Function of a Magnetic Microrobotic Swarm 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, March 2019 DOI BibTeX

Physical Intelligence MPI Year Book "Jellyfishbot"- Ein Schwimmroboter inspiriert von Quallen / Scientists invent jellyfish-inspired swimming robot “Jellyfishbot” Ren, Z., Hu, W., Dong, X., Sitti, M. January 2019 (Published)
Am Max-Planck-Instituts für Intelligente Systeme in Stuttgart entwickeln wir einen Roboter, der wie eine Qualle aussieht und sich auch so bewegt: den "Jellyfishbot". Der nicht kabelgebundene Roboter verfügt wie sein natürliches Vorbild über eine schirmförmige Glocke und nachziehende Tentakel. Die Forschungsarbeit birgt großes Potenzial, sowohl die Auswirkungen von Umweltveränderungen auf die Ökosysteme der Ozeane zu untersuchen als auch die Behandlung von Krebs zu revolutionieren. ENGLISH: At the Max Planck Institute for Intelligent Systems in Stuttgart we develop a robot that looks and moves like a jellyfish, one of the world’s most common marine animals: the “jellyfishbot”. The untethered robot features an umbrella-shaped bell and trailing tentacles just like its natural model. The research holds great potential when investigating the impact of environmental changes on the oceans’ ecosystems. Another vision for the jellyfishbot is to revolutionize the treatment of cancer. Den gesamten Forschungsbeitrag finden Sie auf der Homepage der Max-Planck-Gesellschaft.
URL 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 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., others, Biomaterials, 209:79-87, Elsevier, 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

Physical Intelligence Article ENGINEERING Bio-inspired robotic collectives Sitti, M. Nature, 567:314-315, Macmillan Publishers Ltd., London, England, 2019 BibTeX

Physical Intelligence Article Graphene oxide synergistically enhances antibiotic efficacy in vancomycin resistance staphylococcus aureus Singh, V., Kumar, V., Kashyap, S., Singh, A. V., Kishore, V., Sitti, M., Saxena, P. S., Srivastava, A. ACS Applied Bio Materials, 2(3):1148-1157, ACS Publications, 2019 BibTeX

Physical Intelligence Article Helminthicidal and larvicidal potentials of biogenic silver nanoparticles synthesized from medicinal plant momordica charantia Shelar, A., Sangshetti, J., Chakraborti, S., Singh, A. V., Patil, R., Gosavi, S. Medicinal Chemistry, 15(7):781-789, Bentham Science Publishers, 2019 DOI BibTeX

Physical Intelligence Article In vivo biocompatibility of electrospun biodegradable dual carrier (antibiotic + growth factor) in a mouse model-implications for rapid wound healing Dwivedi, C., Pandey, H., Pandey, A. C., Patil, S., Ramteke, P. W., Laux, P., Luch, A., Singh, A. V. Pharmaceutics, 11(4):180, Multidisciplinary Digital Publishing Institute, 2019 BibTeX

Physical Intelligence Article Learning to navigate endoscopic capsule robots Turan, M., Almalioglu, Y., Gilbert, H. B., Mahmood, F., Durr, N. J., Araujo, H., Sarı, A. E., Ajay, A., Sitti, M. IEEE Robotics and Automation Letters, 4(3):3075-3082, 2019 BibTeX

Physical Intelligence Article Micro-nanorobots: important considerations when developing novel drug delivery platforms Singh, A. V., Ansari, M. H. D., Laux, P., Luch, A. Expert Opinion on Drug Delivery, 16(11):1259-1275, Taylor & Francis, 2019 DOI BibTeX

Physical Intelligence Article Microfluidics integrated lithography‐free nanophotonic biosensor for the detection of small molecules Sreekanth, K. V., Sreejith, S., Alapan, Y., Sitti, M., Lim, C. T., Singh, R. Advanced Optical Materials, 7(7):1801313, 2019 BibTeX

Physical Intelligence Article Multifarious transit gates for programmable delivery of bio‐functionalized matters Hu, X., Torati, S. R., Kim, H., Yoon, J., Lim, B., Kim, K., Sitti, M., Kim, C. Small, 15(28):1901105, Wiley Online Library, 2019 BibTeX

Physical Intelligence Medical Systems Materials Article Peptide-induced biomineralization of tin oxide (SnO2) nanoparticles for antibacterial applications Singh, A. V., Jahnke, T., Xiao, Y., Wang, S., Yu, Y., David, H., Richter, G., Laux, P., Luch, A., Srivastava, A., Saxena, P. S., Bill, J., Sitti, M. Journal of Nanoscience and Nanotechnology, 19(9):5674-5686, American Scientific Publishers, 2019 DOI BibTeX

Physical Intelligence Conference Paper Printing-while-moving: a new paradigm for large-scale robotic 3D printing Tiryaki, M. E., Zhang, X., Pham, Q. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019), 2286-2291 , IEEE, Piscataway, NJ, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019), 2019 (Published) DOI URL BibTeX

Physical Intelligence Article Review of emerging concepts in nanotoxicology: opportunities and challenges for safer nanomaterial design Singh, A. V., Laux, P., Luch, A., Sudrik, C., Wiehr, S., Wild, A., Santamauro, G., Bill, J., Sitti, M. Toxicology Mechanisms and Methods, 29(5):378-387, 2019 BibTeX

Perceiving Systems Empirical Inference Haptic Intelligence Physical Intelligence MPI Year Book Scientific Report 2016 - 2018 2019
This report presents research done at the Max Planck Institute for Intelligent Systems from January 2016 to December 2018. It is our third report since the founding of the institute in 2011. This status report is organized as follows: we begin with an overview of the institute, including its organizational structure (Chapter 1). The central part of the scientific report consists of chapters on the research conducted by the institute’s departments (Chapters 2 to 5) and its independent research groups (Chapters 6 to 18), as well as the work of the institute’s central scientific facilities (Chapter 19). For entities founded after January 2016, the respective report sections cover work done from the date of the establishment of the department, group, or facility.
Scientific Report 2016 - 2018 BibTeX

Physical Intelligence Article Strain-visualization with ultrasensitive nanoscale crack-based sensor assembled with hierarchical thermochromic membrane Park, B., Kim, J. U., Kim, J., Tahk, D., Jeong, C., Ok, J., Shin, J. H., Kang, D., Kim, T. Advanced Functional Materials, 29(40):1903360, Wiley Online Library, 2019 DOI BibTeX

Physical Intelligence Article Tailored magnetic springs for shape-memory alloy actuated mechanisms in miniature robots Woodward, M. A., Sitti, M. IEEE Transactions on Robotics, 35(3):589-601, 2019
Animals can incorporate large numbers of actuators because of the characteristics of muscles; whereas, robots cannot, as typical motors tend to be large, heavy, and inefficient. However, shape-memory alloys (SMA), materials that contract during heating because of change in their crystal structure, provide another option. SMA, though, is unidirectional and therefore requires an additional force to reset (extend) the actuator, which is typically provided by springs or antagonistic actuation. These strategies, however, tend to limit the actuator's work output and functionality as their force-displacement relationships typically produce increasing resistive force with limited variability. In contrast, magnetic springs-composed of permanent magnets, where the interaction force between magnets mimics a spring force-have much more variable force-displacement relationships and scale well with SMA. However, as of yet, no method for designing magnetic springs for SMA-actuators has been demonstrated. Therefore, in this paper, we present a new methodology to tailor magnetic springs to the characteristics of these actuators, with experimental results both for the device and robot-integrated SMA-actuators. We found magnetic building blocks, based on sets of permanent magnets, which are well-suited to SMAs and have the potential to incorporate features such as holding force, state transitioning, friction minimization, auto-alignment, and self-mounting. We show magnetic springs that vary by more than 3 N in 750 $\mu$m and two SMA-actuated devices that allow the MultiMo-Bat to reach heights of up to 4.5 m without, and 3.6 m with, integrated gliding airfoils. Our results demonstrate the potential of this methodology to add previously impossible functionality to smart material actuators. We anticipate this methodology will inspire broader consideration of the use of magnetic springs in miniature robots and further study of the potential of tailored magnetic springs throughout mechanical systems.
DOI BibTeX

Physical Intelligence Article The adoption of three-dimensional additive manufacturing from biomedical material design to 3d organ printing Vikram Singh, A., Hasan Dad Ansari, M., Wang, S., Laux, P., Luch, A., Kumar, A., Patil, R., Nussberger, S. Applied Sciences, 9(4), 2019 DOI BibTeX

Physical Intelligence Article Thrust and hydrodynamic efficiency of the bundled flagella Danis, U., Rasooli, R., Chen, C., Dur, O., Sitti, M., Pekkan, K. Micromachines, 10(7):449, 2019 BibTeX

Physical Intelligence Bioinspired Autonomous Miniature Robots Article Translational prospects of untethered medical microrobots Hakan Ceylan, I. C. Y. U. K. W. H. M. S. Progress in Biomedical Engineering, 1:012002, 2019 DOI BibTeX