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Emperical Interference

Haptic Intelligence

Modern Magnetic Systems

Perceiving Systems

Physical Intelligence

Robotic Materials

Social Foundations of Computation

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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

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Physical Intelligence Intelligent Control Systems Article Task space adaptation via the learning of gait controllers of magnetic soft millirobots Demir, S. O., Culha, U., Karacakol, A. C., Pena-Francesch, A., Trimpe, S., Sitti, M. The International Journal of Robotics Research, 40(12-14):1331-1351, December 2021 () DOI BibTeX
Medical Systems Physical Intelligence Article Fullerene-Filtered Light Spectrum and Fullerenes Modulate Emotional and Pain Processing in Mice Lazovic, J., Zopf, L. M., Hren, J., Gajdoš, M., Slavkovic, M., Jovic, Z., Stankovic, I., Matovic, V., Koruga, D. Symmetry, 13(11):2004, October 2021 (Published) DOI BibTeX
Physical Intelligence Article Amplification factor in shear-activated adhesives: effect of elasticity Kim, J., Varenberg, M. Soft Matter, 17(40):9087-9093, September 2021 () DOI BibTeX
Physical Intelligence Miscellaneous Method for producing a structure with spatial encoded functionality Sitti, M., Ceylan, H., Yasa, I. C. August 2021, US Patent 11,084,718, 2021 () BibTeX
Physical Intelligence Article Bioinspired self-healing polypeptides Pena-Francesch, A., Demirel, M., Sitti, M. Bulletin of the American Physical Society, 66(1):V07.00003, APS March Meeting, March 2021 () URL BibTeX
Physical Intelligence Article 3D printed personalized magnetic micromachines from patient blood-derived biomaterials Ceylan, H., Dogan, N. O., Yasa, I. C., Musaoglu, M. N., Kulali, Z. U., Sitti, M. Science Advances, 7(36):eabh0273, 2021 () DOI BibTeX
Physical Intelligence Article 3D printing of elastomeric bioinspired complex adhesive microstructures Dayan, C. B., Chun, S., Krishna-Subbaiah, N., Drotlef, D., Akolpoglu, M. B., Sitti, M. Advanced Materials, 33(40):2103826, 2021 () DOI BibTeX
Physical Intelligence Article 3D-printed multi-stimuli-responsive mobile micromachines Lee, Y., Ceylan, H., Yasa, I. C., Kilic, U., Sitti, M. ACS Applied Materials & Interfaces, 13(11):12759-12766, 2021 () DOI BibTeX
Physical Intelligence Article 3D‐printed pneumatically controlled soft suction cups for gripping fragile, small, and rough objects Koivikko, A., Drotlef, D., Dayan, C. B., Sariola, V., Sitti, M. Advanced Intelligent Systems, 3(9):2100034, 2021 () DOI BibTeX
Physical Intelligence Article 4D printing of continuous shape representation Ahn, S., Byun, J., Joo, H., Jeong, J., Lee, D., Cho, K. Advanced Materials Technologies, 6(6):2100133, 2021 () DOI URL BibTeX
Physical Intelligence Article Adaptive self‐sealing suction‐based soft robotic gripper Song, S., Drotlef, D., Son, D., Koivikko, A., Sitti, M. Advanced Science, 8(17):2100641, 2021 () DOI BibTeX
Physical Intelligence Modern Magnetic Systems Article Bayesian Machine Learning for Efficient Minimization of Defects in ALD Passivation Layers Dogan, G., Demir, S. O., Gutzler, R., Gruhn, H., Dayan, C. B., Sanli, U. T., Silber, C., Culha, U., Sitti, M., Schütz, G., et al. ACS Applied Materials and Interfaces, 13(45):54503-54515, American Chemical Society, Washington, DC, 2021 () DOI BibTeX
Physical Intelligence Article BirdBot: Avian-inspired leg clutching achieves energy-efficient gait with minimalistic control Badri-Spröwitz, A., Sarvestani, A. A., Sitti, M., Daley, M. Science Robotics, 2021, Accepted (Accepted) BibTeX
Physical Intelligence Article China’s ambitions and challenges for asteroid–comet exploration Zhang, T., Xu, K., Ding, X. Nature Astronomy, 5(8):730-731, 2021 () DOI BibTeX
Physical Intelligence Article Demonstration of magnetic and light-controlled actuation of a photomagnetically actuated deformable mirror for wavefront control Jha, A. K., Douglas, E. S., Li, M., Fucetola, C., Omenetto, F. G. Optical Engineering, 60(12):124102, 2021 (Published) DOI BibTeX
Physical Intelligence Article Design, actuation, and control of an MRI-powered untethered robot for wireless capsule endoscopy Erin, O., Alici, C., Sitti, M. IEEE Robotics and Automation Letters, 6(3):6000-6007, 2021 () DOI BibTeX
Physical Intelligence Bioinspired Autonomous Miniature Robots Article Effect of body stiffness distribution on larval fish–like efficient undulatory swimming Wang, T., Ren, Z., Hu, W., Li, M., Sitti, M. Science Advances, 7(19):eabf7364, 2021 () DOI BibTeX
Physical Intelligence Article Exploiting mechanical instabilities in soft robotics: controls, sensing, and actuation Pal, A., Restrepo, V., Goswami, D., Martinez, R. V. Advanced Materials, 33(19):2006939, 2021 () DOI URL BibTeX
Physical Intelligence Article Flexural wave-based soft attractor walls for trapping microparticles and cells Aghakhani, A., Cetin, H., Erkoc, P., Tombak, G. I., Sitti, M. Lab on a Chip, 21(3):582-596, 2021 () DOI BibTeX
Physical Intelligence Article Fluid mechanics and rheology of the jumping spider body fluid Göttler, C., Amador, G. J., van de Kamp, T., Zuber, M., Boehler, L., Siegwart, R., Sitti, M. Soft Matter, 17(22):5532-5539, 2021 () DOI BibTeX
Physical Intelligence Article Genetics and Epigenetics of One-Carbon Metabolism Pathway in Autism Spectrum Disorder: A Sex-Specific Brain Epigenome? Tisato, V., Silva, J. A., Longo, G., Gallo, I., Singh, A. V., Milani, D., Gemmati, D. Genes, 12(5):782, 2021 () DOI BibTeX
Physical Intelligence Patent Heat assisted magnetic programming of soft materials Sitti, M., Alapan, Y., Karacakol, A. 2021, International App. PCT/EP2021/060313 () BibTeX
Physical Intelligence Article Interfacial engineering for improved photocatalysis in a charge storing 2D carbon nitride: melamine functionalized poly(heptazine imide) Kröger, J., Jiménez-Solano, A., Savasci, G., Rovó, P., Moudrakovski, I., Küster, K., Schlomberg, H., Vignolo-González, H. A., Duppel, V., Grunenberg, L., et al. Advanced Energy Materials, 11(6):2003016, 2021 () DOI BibTeX
Physical Intelligence Miscellaneous Kirigami metastructures: liquid-crystal-elastomer-actuated reconfigurable microscale kirigami metastructures (Adv. Mater. 25/2021) Zhang, M., Shahsavan, H., Guo, Y., Pena-Francesch, A., Zhang, Y., Sitti, M. Advanced Materials, 33(25):2170195, 2021 () DOI BibTeX
Physical Intelligence Patent Light-triggered Drug Release from 3D-printed Magnetic Chitosan Microswimmers Sitti, M., Bozuyuk, U., Ceylan, H., Yasa, O., Yasa, I. C. 2021, US Patent App. 17/274215, Feb.2021 () BibTeX
Physical Intelligence Bioinspired Autonomous Miniature Robots Article Liquid crystal elastomer-based magnetic composite films for reconfigurable shape-morphing soft miniature machines Zhang, J., Guo, Y., Hu, W., Soon, R. H., Davidson, Z. S., Sitti, M. Advanced Materials, 33(8):2006191, 2021 () DOI BibTeX
Physical Intelligence Article Liquid crystal structure of supercooled liquid gallium and eutectic gallium–indium Yunusa, M., Adaka, A., Aghakhani, A., Shahsavan, H., Guo, Y., Alapan, Y., Jákli, A., Sitti, M. Advanced Materials, 33(38):2104807, 2021 (Published) DOI BibTeX
Physical Intelligence Article Liquid-crystal-elastomer-actuated reconfigurable microscale kirigami metastructures Zhang, M., Shahsavan, H., Guo, Y., Pena-Francesch, A., Zhang, Y., Sitti, M. Advanced Materials, 33(25):2008605, 2021 (Published) DOI BibTeX
Physical Intelligence Article Machine learning-based and experimentally validated optimal adhesive fibril designs Son, D., Liimatainen, V., Sitti, M. Small, 17(39):2102867, 2021 () DOI BibTeX
Physical Intelligence Article Magnetic resonance imaging-compatible optically powered miniature wireless modular Lorentz Force actuators Mutlu, S., Yasa, O., Erin, O., Sitti, M. Advanced Science, 8(2):2002948, 2021 () DOI BibTeX
Physical Intelligence Bioinspired Autonomous Miniature Robots Article Magnetic soft micromachines made of linked microactuator networks Hu, X., Yasa, I. C., Ren, Z., Goudu, S. R., Ceylan, H., Hu, W., Sitti, M. Science Advances, 7(23):eabe8436, 2021 () DOI BibTeX
Physical Intelligence Patent Magnetic trap system and method of navigating a microscopic device Sitti, M., Son, D., Bluemler, P. 2021, EP Prio. Patent App. 21 187 691.7 () BibTeX
Physical Intelligence Patent Magnetically actuated capsule endoscope, magnetic field generating and sensing apparatus and method of actuating a magnetically actuated capsule endoscope Sitti, M., Son, D. 2021, US Patent App. 16/617,348 () BibTeX
Physical Intelligence Article Magnetically switchable soft suction grippers Koivikko, A., Drotlef, D., Sitti, M., Sariola, V. Extreme Mechanics Letters, 44:101263, 2021 () DOI BibTeX
Physical Intelligence Article Mattertronics for programmable manipulation and multiplex storage of pseudo-diamagnetic holes and label-free cells Goudu, S. R., Kim, H., Hu, X., Lim, B., Kim, K., Torati, S. R., Ceylan, H., Sheehan, D., Sitti, M., Kim, C. Nature Communications, 12:3024, 2021 () DOI BibTeX
Physical Intelligence Patent Method of making one or more fibrils, computer implemented method of simulating an adhesive force of one or more fibrils and fibril Sitti, M., Liimatainen, V. 2021, EP Prio. Patent App. 21 162 253.5 (Published) BibTeX
Physical Intelligence Article Non-negligible corrosion process in a novel sulfur-based energy storage system Jin, K., Pan, S., Wang, T., Zhang, Z. Journal of Power Sources, 490:229529, 2021 () DOI URL BibTeX
Physical Intelligence Medical Systems Article Nonresonant powering of injectable nanoelectrodes enables wireless deep brain stimulation in freely moving mice Kozielski, K. L., Jahanshahi, A., Gilbert, H. B., Yu, Y., Erin, O., Francisco, D., Alosaimi, F., Temel, Y., Sitti, M. Science Advances, 7(3):eabc4189, 2021 () DOI BibTeX
Physical Intelligence Article Opportunities and utilization of branching and step-out behavior in magnetic microswimmers with a nonlinear response Bachmann, F., Giltinan, J., Codutti, A., Klumpp, S., Sitti, M., Faivre, D. Applied Physics Letters, 118(17):174102, 2021 () DOI BibTeX
Physical Intelligence Article Permanent magnet array-driven navigation of wireless millirobots inside soft tissues Son, D., Ugurlu, M. C., Sitti, M. Science Advances, 7(43):eabi8932, 2021 () DOI BibTeX
Physical Intelligence Miscellaneous Photocatalytic hydrogen evolution: interfacial engineering for improved photocatalysis in a charge storing 2D carbon nitride: melamine functionalized poly (heptazine imide)(Adv. Energy Mater. 6/2021) Kroeger, J., Jimnez‐Solano, A., Savasci, G., Rovo, P., Moudrakovski, I., Kuester, K., Schlomberg, H., Vignolo‐Gonzalez, H. A., Duppel, V., Grunenberg, L., et al. Advanced Energy Materials, 11(6):2170028, 2021 () DOI BibTeX
Physical Intelligence Article Physical intelligence as a new paradigm Sitti, M. Extreme Mechanics Letters, 46:101340, 2021 () DOI BibTeX
Physical Intelligence Article Remote modular electronics for wireless magnetic devices Boyvat, M., Sitti, M. Advanced Science, 8(17):2101198, 2021 () DOI BibTeX
Physical Intelligence Article Review on Bioinspired Planetary Regolith-Burrowing Robots Wei, H., Zhang, Y., Zhang, T., Guan, Y., Xu, K., Ding, X., Pang, Y. Space Science Reviews, 217(8):87, 2021 (Published) DOI BibTeX
Physical Intelligence Article Robotic drilling tests in simulated lunar regolith environment Zhang, T., Zhang, Y., Xu, K., Ding, X., Wei, H., Chao, C., Wang, B., Wang, B. Journal of Field Robotics, 38(8):1011-1035, 2021 () DOI URL BibTeX
Empirical Inference Haptic Intelligence Perceiving Systems Physical Intelligence Robotic Materials MPI Year Book Scientific Report 2016 - 2021 2021 () Scientific Report 2016 - 2021 BibTeX
Physical Intelligence Article Shape anisotropy-governed locomotion of surface microrollers on vessel-like microtopographies against physiological flows Bozuyuk, U., Alapan, Y., Aghakhani, A., Yunusa, M., Sitti, M. Proceedings of the National Academy of Sciences of the United States of America, 118(13):e2022090118, 2021 () DOI BibTeX
Physical Intelligence Bioinspired Autonomous Miniature Robots Article Shape-programmable liquid crystal elastomer structures with arbitrary three-dimensional director fields and geometries Guo, Y., Zhang, J., Hu, W., Khan, M. T. A., Sitti, M. Nature Communications, 12:5936, 2021 () DOI BibTeX
Physical Intelligence Bioinspired Autonomous Miniature Robots Miscellaneous Smart actuators: liquid crystal elastomer-based magnetic composite films for reconfigurable shape-morphing soft Miniature Machines (Adv. Mater. 8/2021) Zhang, J., Guo, Y., Hu, W., Soon, R. H., Davidson, Z. S., Sitti, M. Advanced Materials, 33(8):2170054, 2021 () DOI BibTeX
Physical Intelligence Article Soft actuators for real-world applications Li, M., Pal, A., Aghakhani, A., Pena-Francesch, A., Sitti, M. Nature Reviews Materials, 7(3):235-249, 2021 (Published) DOI BibTeX