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
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Serhat, G., Kuchenbecker, K. J.
Fingertip Dynamic Response Simulated Across Excitation Points and Frequencies
Biomechanics and Modeling in Mechanobiology, May 2024 (article)
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Mohan, M., Nunez, C. M., Kuchenbecker, K. J.
Closing the Loop in Minimally Supervised Human-Robot Interaction: Formative and Summative Feedback
Scientific Reports, 14(10564):1-18, May 2024 (article)
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Meneguzzo, P., Behrens, S. C., Pavan, C., Toffanin, T., Quiros-Ramirez, M. A., Black, M. J., Giel, K., Tenconi, E., Favaro, A.
Exploring Weight Bias and Negative Self-Evaluation in Patients with Mood Disorders: Insights from the BodyTalk Project,
Frontiers in Psychiatry, 15, Sec. Psychopathology, May 2024 (article)
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Gong, Y., Husin, H. M., Erol, E., Ortenzi, V., Kuchenbecker, K. J.
AiroTouch: Enhancing Telerobotic Assembly through Naturalistic Haptic Feedback of Tool Vibrations
Frontiers in Robotics and AI, 11, pages: 1-15, May 2024 (article)
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Li, C., Mellbin, Y., Krogager, J., Polikovsky, S., Holmberg, M., Ghorbani, N., Black, M. J., Kjellström, H., Zuffi, S., Hernlund, E.
The Poses for Equine Research Dataset (PFERD)
Nature Scientific Data, 11, May 2024 (article)
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Zabel, S., Hennig, P., Nieselt, K.
VIPurPCA: Visualizing and Propagating Uncertainty in Principal Component Analysis
IEEE Transactions on Visualization and Computer Graphics, 30(4):2011-2022, April 2024 (article)
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von Kügelgen, J.
Identifiable Causal Representation Learning
University of Cambridge, UK, Cambridge, February 2024, (Cambridge-Tübingen-Fellowship) (phdthesis)
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Rokhmanova, N., Pearl, O., Kuchenbecker, K. J., Halilaj, E.
IMU-Based Kinematics Estimation Accuracy Affects Gait Retraining Using Vibrotactile Cues
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, pages: 1005-1012, February 2024 (article)
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Burns, R.
Creating a Haptic Empathetic Robot Animal That Feels Touch and Emotion
University of Tübingen, Tübingen, Germany, February 2024, Department of Computer Science (phdthesis)
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Pals, M., Macke, J. H., Barak, O.
Trained recurrent neural networks develop phase-locked limit cycles in a working memory task
PLOS Computational Biology, 20(2), February 2024 (article)
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Peisen, F., Gerken, A., Dahm, I., Nikolaou, K., Eigentler, T., Amaral, T., Moltz, J. H., Othman, A. E., Gatidis, S.
Pre-treatment 18F-FDG-PET/CT parameters as biomarkers for progression free survival, best overall response and overall survival in metastatic melanoma patients undergoing first-line immunotherapy
PLOS ONE, 19(1), January 2024 (article)
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Fitter, N. T., Mohan, M., Preston, R. C., Johnson, M. J., Kuchenbecker, K. J.
How Should Robots Exercise with People? Robot-Mediated Exergames Win with Music, Social Analogues, and Gameplay Clarity
Frontiers in Robotics and AI, 10(1155837):1-18, January 2024 (article)
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Khojasteh, B., Shao, Y., Kuchenbecker, K. J.
Robust Surface Recognition with the Maximum Mean Discrepancy: Degrading Haptic-Auditory Signals through Bandwidth and Noise
IEEE Transactions on Haptics, 17(1):58-65, January 2024, Presented at the IEEE Haptics Symposium (article)
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Werneck, L., Han, M., Yildiz, E., Keip, M., Sitti, M., Ortiz, M.
A simple quantitative model of neuromodulation, Part I: Ion flow through neural ion channels
Journal of the Mechanics and Physics of Solids, 182, pages: 105457, 2024 (article)
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Jelena Lazovic, E. G. A. W. P. S. A. S. J. L. G. W. M. S.
Nanodiamond-Enhanced Magnetic Resonance Imaging
Advanced Materials, 36(11):2310109, 2024 (article)
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Zughaibi, J., Nelson, B. J., Muehlebach, M.
Balancing a 3D Inverted Pendulum using Remote Magnetic Manipulation
Robotics and Automation Letters, 2024 (article) In revision
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Gorke, O., Stuhlmüller, M., Tovar, G. E. M., Southan, A.
Unravelling parameter interactions in calcium alginate/polyacrylamide double network hydrogels using a design of experiments approach for the optimization of mechanical properties
Materials Advances, 5, pages: 2851-2859, Royal Society of Chemistry, 2024 (article)
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Demir, S. O., Tiryaki, M. E., Karacakol, A. C., Sitti, M.
Learning Soft Millirobot Multimodal Locomotion with Sim-to-Real Transfer
Advanced Science, 2024 (article)
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Dogan, N. O., Suadiye, E., Wrede, P., Lazovic, J., Dayan, C. B., Soon, R. H., Aghakhani, A., Richter, G., Sitti, M.
Immune Cell‐Based Microrobots for Remote Magnetic Actuation, Antitumor Activity, and Medical Imaging
Advanced Healthcare Materials, pages: 2400711, 2024 (article)
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Florian Dörfler, Zhiyu He, Giuseppe Belgioioso, Saverio Bolognani, John Lygeros, Michael Muehlebach
Towards a systems theory of algorithms
IEEE Control System Letters, 2024 (article)
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Simon, A., Weimar, J., Martius, G., Oettel, M.
Machine learning of a density functional for anisotropic patchy particles
Journal of Chemical Theory and Computation, 2024 (article)
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Grübel, J., Wendlandt, T., Urban, D., Jauch, C. O., Wege, C., Tovar, G. E. M., Southan, A.
Soft Sub-Structured Multi-Material Biosensor Hydrogels with Enzymes Retained by Plant Viral Scaffolds
Macromolecular Bioscience, 24(3):2300311, Wiley, 2024 (article)
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Gebhard, T. D., Angerhausen, D., Konrad, B. S., Alei, E., Quanz, S. P., Schölkopf, B.
Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks
Astronomy & Astrophysics, 681, 2024 (article)
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Zhang, M., Sitti, M.
Perspective on smart materials for empowering small-scale manipulation
Science Bulletin, 69(6):718-721, 2024 (article)
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Huang, Y., Taheri, O., Black, M. J., Tzionas, D.
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction from Multi-view RGB-D Images
International Journal of Computer Vision (IJCV), 2024 (article)
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Zheng, Z., Han, J., Shi, Q., Demir, S. O., Jiang, W., Sitti, M.
Single-step precision programming of decoupledmultiresponsive soft millirobots
PNAS, 121, 2024 (article)
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Ma, H., Zeilinger, M., Muehlebach, M.
Stochastic Online Optimization for Cyber-Physical and Robotic Systems
Machine Learning, 2024 (article) Submitted
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Xue, Y., Li, H., Leutenegger, S., Stueckler, J.
Event-based Non-Rigid Reconstruction of Low-Rank Parametrized Deformations from Contours
International Journal of Computer Vision (IJCV), 2024 (article)
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Tsirtsis, S., Tabibian, B., Khajehnejad, M., Singla, A., Schölkopf, B., Gomez-Rodriguez, M.
Optimal Decision Making Under Strategic Behavior
Management Science, 2024, Published Online (article) In press
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Wang, T., Wu, Y., Yildiz, E., Kanyas, S., Sitti, M.
Clinical translation of wireless soft robotic medical devices
Nature Reviews Bioengineering, 2024 (article)
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Leder, S., Kim, H., Sitti, M., Menges, A.
Enhanced co-design and evaluation of a collective robotic construction system for the assembly of large-scale in-plane timber structures
Automation in Construction, 162, pages: 105390, 2024 (article)
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Müller, L.
Self- and Interpersonal Contact in 3D Human Mesh Reconstruction
University of Tübingen, Tübingen, 2024 (phdthesis)
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He, Z., Bolognani, S., Muehlebach, M., Dörfler, F.
Gray-box nonlinear feedback optimization
IEEE Transactions on Automatic Control, 2024 (article) Submitted
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Muehlebach, M., Jordan, M. I.
Accelerated First-Order Optimization under Nonlinear Constraints
Mathematical Programming, 2024 (article) Submitted
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Han, M., Yildiz, E., Bozuyuk, U., Aydin, A., Yu, Y., Bhargava, A., Karaz, S., Sitti, M.
Janus microparticles-based targeted and spatially-controlled piezoelectric neural stimulation via low-intensity focused ultrasound
Nature Communications, 15(1):2013, 2024 (article)
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Southan, A., Tan, J., Schuster, F., Rotenberger, J., Tovar, G. E. M.
Adsorption on Inkjet-Printable Polyelectrolyte Hydrogels Allows Refractive Index Sensing of Diclofenac and Metoprolol in Aqueous Solution
ACS Applied Polymer Materials, 6(10):6010-6021, 2024 (article)
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Bozuyuk, U., Wrede, P., Yildiz, E., Sitti, M.
Roadmap for Clinical Translation of Mobile Microrobotics
Advanced Materials, 2311462, 2024 (article)
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Duran, E., Kocabas, M., Choutas, V., Fan, Z., Black, M. J.
HMP: Hand Motion Priors for Pose and Shape Estimation from Video
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 (article)
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Kladny, K., Kügelgen, J. V., Schölkopf, B., Muehlebach, M.
Deep Backtracking Counterfactuals for Causally Compliant Explanations
Transactions on Machine Learning Research, 2024 (article) Submitted
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Zhang, L., He, N., Muehlebach, M.
Primal Methods for Variational Inequality Problems with Functional Constraints
Mathematical Programming, 2024 (article) Submitted
2023
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Ruggeri, N., Lonardi, A., De Bacco, C.
Message-Passing on Hypergraphs: Detectability, Phase Transitions and Higher-Order Information
December 2023 (article)
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Bharadwaj, S., Zheng, Y., Hilliges, O., Black, M. J., Abrevaya, V. F.
FLARE: Fast learning of Animatable and Relightable Mesh Avatars
ACM Transactions on Graphics, 42(6):204:1-204:15, December 2023 (article) Accepted
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Visonà, G., Spiller, L. M., Hahn, S., Hattingen, E., Vogl, T. J., Schweikert, G., Bankov, K., Demes, M., Reis, H., Wild, P., Zeiner, P. S., Acker, F., Sebastian, M., Wenger, K. J.
Machine-Learning-Aided Prediction of Brain Metastases Development in Non-Small-Cell Lung Cancers
Clinical lung cancer, 24(8):e311-e322, December 2023 (article)
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Keller, M., Werling, K., Shin, S., Delp, S., Pujades, S., Liu, C. K., Black, M. J.
From Skin to Skeleton: Towards Biomechanically Accurate 3D Digital Humans
ACM Transaction on Graphics (ToG), 42(6):253:1-253:15, December 2023 (article)
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Visonà, G., Duroux, D., Miranda, L., Sükei, E., Li, Y., Borgwardt, K., Oliver, C.
Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information
Bioinformatics, 39(12), December 2023 (article)
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Laumann, F., von Kügelgen, J., Park, J., Schölkopf, B., Barahona, M.
Kernel-Based Independence Tests for Causal Structure Learning on Functional Data
Entropy (Basel), 25(12), November 2023 (article)
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L’Orsa, R., Lama, S., Westwick, D., Sutherland, G., Kuchenbecker, K. J.
Towards Semi-Automated Pleural Cavity Access for Pneumothorax in Austere Environments
Acta Astronautica, 212, pages: 48-53, November 2023 (article)