2024
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Matthew, V., Simancek, R. E., Telepo, E., Machesky, J., Willman, H., Ismail, A. B., Schulz, A. K.
Empowering Change: The Role of Student Changemakers in Advancing Sustainability within Engineering Education
Proceedings of the American Society of Engineering Education (ASEE), June 2024, Victoria Matthew and Andrew K. Schulz contributed equally to this publication. (issue) In press
2023
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Barocas, S., Hardt, M., Narayanan, A.
Fairness in Machine Learning: Limitations and Opportunities
MIT Press, December 2023 (book)
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Jenny, D.
Navigating the Ocean of Biases: Political Bias Attribution in Language Models via Causal Structures
ETH Zurich, Switzerland, November 2023, external supervision (thesis)
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Keplinger, C. M., Acome, E. L., Kellaris, N. A., Mitchell, S. K.
Hydraulically Amplified Self-healing Electrostatic Actuators
(US Patent 11795979B2), October 2023 (patent)
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Keplinger, C. M., Wang, X., Mitchell, S. K.
High Strain Peano Hydraulically Amplified Self-Healing Electrostatic (HASEL) Transducers
(US Patent App. 18/138,621), August 2023 (patent)
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Correll, N., Ly, K. D., Kellaris, N. A., Keplinger, C. M.
Capacitive Self-Sensing for Electrostatic Transducers with High Voltage Isolation
(US Patent App. 17/928,453), June 2023 (patent)
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Keplinger, C. M., Wang, X., Mitchell, S. K.
High Strain Peano Hydraulically Amplified Self-healing Electrostatic (HASEL) Transducers
(US Patent 11635094), April 2023 (patent)
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Sarvestani, A., Ruppert, F., Badri-Spröwitz, A.
An Open-Source Modular Treadmill for Dynamic Force Measurement with Load Dependant Range Adjustment
2023 (unpublished) Submitted
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Wang, T., Hu, W., Sitti, M.
Tube-shaped robotic device with anisotropic surface structure
2023, US Patent App. 18/133,104 (patent)
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Drotlef, D., Sitti, M., Amjadi, M.
Carrier, use of a carrier, method of activating a carrier and method of making a carrier
2023, US Patent App. 16/500,442 (patent)
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Sitti, M., Aksak, B.
Microfibers with mushroom-shaped tips for optimal adhesion
2023, US Patent 11,613,674 (patent)
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Zhang, J., Ren, Z., Hu, W., Sitti, M.
Method of fabricating a magnetic deformable machine and deformable 3D magnetic machine
2023, US Patent App. 18/020,161 (patent)
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Son, D., Ugurlu, M., Bluemer, P., Sitti, M.
Magnetic trap system and method of navigating a microscopic device
2023, US Patent App. 17/871,598 (patent)
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Sitti, M., Drotlef, D., Liimatainen, V.
A Liquid Repellent Fibrillar Dry Adhesive Material and a Method of Producing the Same
2023, US Patent App. 17/785,452 (patent)
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Sitti, M., Son, D., Dong, X.
Simultaneous calibration method for magnetic localization and actuation systems
2023, US Patent 11,717,142 (patent)
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M Sitti, M. M. B. A.
Dry adhesives and methods for making dry adhesives
2023, US Patent 11,773,298, 2023 (patent)
2022
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Metin Sitti, Michael Murphy, Burak Aksak
DRY ADHESIVES AND METHODS FOR MAKING DRY ADHESIVES
December 2022, US Patent App. 17/895,334, 2022 (patent)
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Choutas, V.
Reconstructing Expressive 3D Humans from RGB Images
ETH Zurich, Max Planck Institute for Intelligent Systems and ETH Zurich, December 2022 (thesis)
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Keplinger, C. M., Acome, E. L., Kellaris, N. A., Mitchell, S. K., Morrissey, T. G.
Hydraulically Amplified Self-healing Electrostatic Transducers Harnessing Zipping Mechanism
(US Patent 11486421B2), November 2022 (patent)
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Mitchell, S. K., Acome, E. L., Keplinger, C. M.
Hydraulically Amplified Self-Healing Electrostatic (HASEL) Pumps
(US Patent App. 17/635,339), October 2022 (patent)
ei
Schölkopf, B.
Causality, causal digital twins, and their applications
Machine Learning for Science: Bridging Data-Driven and Mechanistic Modelling (Dagstuhl Seminar 22382), (Editors: Berens, Philipp and Cranmer, Kyle and Lawrence, Neil D. and von Luxburg, Ulrike and Montgomery, Jessica), September 2022 (talk)
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Keplinger, C. M., Acome, E. L., Kellaris, N. A., Mitchell, S. K.
Hydraulically Amplified Self-healing Electrostatic Actuators
(US Patent 11408452), August 2022 (patent)
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Hardt, M., Recht, B.
Patterns, Predictions, and Actions: Foundations of Machine Learning
Princeton University Press, August 2022 (book)
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Keplinger, C. M., Mitchell, S. K., Kellaris, N. A., Rothemund, P.
Composite Layering of Hydraulically Amplified Self-Healing Electrostatic Transducers
(US Patent App. 17436455), May 2022 (patent)
2021
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Strecke, M., Stückler, J.
Physically Plausible Tracking & Reconstruction of Dynamic Objects
KIT Science Week Scientific Conference & DGR-Days 2021, October 2021 (talk)
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Hesse, N., Pujades, S., Romero, J., Black, M.
Skinned multi-infant linear body model
(US Patent 11,127,163, 2021), September 2021 (patent)
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Heindrich, L., Consul, S., Stojcheski, J., Lieder, F.
Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning
Tübingen, Germany, The first edition of Life Improvement Science Conference, June 2021 (talk) Accepted
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Keplinger, C. M., Acome, E. L., Kellaris, N. A., Mitchell, S. K.
Hydraulically amplified self-healing electrostatic actuators
(US Patent 10995779), May 2021 (patent)
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Keplinger, C. M., Acome, E. L., Kellaris, N. A., Mitchell, S. K., Morrissey, T. G.
Hydraulically Amplified Self-Healing Electrostatic Transducers Harnessing Zipping Mechanism
(US Patent 20210003149A1), January 2021 (patent)
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Sun, H., Martius, G., Kuchenbecker, K. J.
Sensor arrangement for sensing forces and methods for fabricating a sensor arrangement and parts thereof
(PCT/EP2021/050230), Max Planck Institute for Intelligent Systems, Max Planck Ring 4, January 2021 (patent)
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Sun, H., Martius, G., Kuchenbecker, K. J.
Method for force inference, method for training a feed-forward neural network, force inference module, and sensor arrangement
(PCT/EP2021/050231), Max Planck Institute for Intelligent Systems, Max Planck Ring 4, January 2021 (patent)
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Sitti, M., Son, D.
Magnetically actuated capsule endoscope, magnetic field generating and sensing apparatus and method of actuating a magnetically actuated capsule endoscope
2021, US Patent App. 16/617,348 (patent)
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Wu, Z., Qiu, T., Fischer, P.
Slippery micropropellers penetrate the vitreous humor
(US20210170056A1), 2021 (patent)
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Sitti, M., Son, D., Bluemler, P.
Magnetic trap system and method of navigating a microscopic device
2021, EP Prio. Patent App. 21 187 691.7 (patent)
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Sitti, M., Zhang, J., Ren, Z., Hu, W.
Three-dimensional assembly based microfabrication strategy for magnetic soft machines
2021, International App. PCT/EP2021/071716 (patent)
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Qiu, T., Fischer, P.
Magnetic field generator
(US20210228298A1), 2021 (patent)
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Sitti, M., Alapan, Y., Karacakol, A.
Heat assisted magnetic programming of soft materials
2021, International App. PCT/EP2021/060313 (patent)
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Sitti, M., Bozuyuk, U., Ceylan, H., Yasa, O., Yasa, I. C.
Light-triggered Drug Release from 3D-printed Magnetic Chitosan Microswimmers
2021, US Patent App. 17/274215, Feb.2021 (patent)
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Belousov, B., H., A., Klink, P., Parisi, S., Peters, J.
Reinforcement Learning Algorithms: Analysis and Applications
883, Studies in Computational Intelligence, Springer International Publishing, 2021 (book)
2020
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Nacke, R.
Voltage dependent interfacial magnetism in multilayer systems
Universität Stuttgart, Stuttgart, December 2020 (thesis)
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Lee, H., Kuchenbecker, K. J.
System and method for simultaneously sensing contact force and lateral strain
(EP20000480.2), December 2020 (patent)
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Sun, H., Martius, G., Lee, H., Spiers, A., Fiene, J.
Method for Force Inference of a Sensor Arrangement, Methods for Training Networks, Force Inference Module and Sensor Arrangement
(PCT/EP2020/083261), Max Planck Institute for Intelligent Systems, Max Planck Ring 4, November 2020 (patent)
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Spiers, A., Sun, H., Lee, H., Martius, G., Fiene, J., Seo, W. H.
Sensor Arrangement for Sensing Forces and Method for Farbricating a Sensor Arrangement
(PCT/EP2020/083260), November 2020 (patent)
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Black, M., Rachlin, E., Heron, N., Loper, M., Weiss, A., Hu, K., Hinkle, T., Kristiansen, M.
Machine learning systems and methods of estimating body shape from images
(US Patent 10,679,046), June 2020 (patent)
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Heim, S., Badri-Spröwitz, A.
Beyond Basins of Attraction: Quantifying Robustness of Natural Dynamics
May 2020 (talk)
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Castillo, L., Aksak, B., Sitti, M.
Fibrillar structures to reduce viscous drag on aerodynamic and hydrodynamic wall surfaces
2020, US Patent 10,830,261 (patent)
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Song, S., Sitti, M., Drotlef, D., Majidi, C.
Gripping apparatus and method of producing a gripping apparatus
Google Patents, February 2020, US Patent App. 16/610,209 (patent)
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Black, M., Rachlin, E., Lee, E., Heron, N., Loper, M., Weiss, A., Smith, D.
Machine learning systems and methods for augmenting images
(US Patent 10,529,137 B1), January 2020 (patent)
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Dertli, Denis
Nichtgleichgewichtsdynamik einer abgekühlten kritischen Flüssigkeit mit Oberflächenfeldern unterschiedlichen Vorzeichens
Universität Stuttgart, Stuttgart, January 2020 (thesis)