September 9, 2026
Distribution shift, i.e. a change in the distribution of input/output data between training and test time, remains an enduring challenge in modern ML. In practice, methods to improve robustness of […]
Learn MoreSeptember 9, 2026
Distribution shift, i.e. a change in the distribution of input/output data between training and test time, remains an enduring challenge in modern ML. In practice, methods to improve robustness of […]
Learn MoreSeptember 9, 2026
Abstract: Synthetic biology aims to apply engineering principles to design novel or improved biological systems for a wide range of biotechnological and biomedical applications. However, due to the complexity of […]
Read MoreSeptember 10, 2026
The development of a fully engineered artificial heart capable of replicating natural cardiac function remains a critical clinical and engineering challenge. Current artificial heart prototypes are still far from replicating […]
Read MoreSeptember 10, 2026
Advances in capacitors, batteries, actuators, ion-transport membranes, sensors and triboelectric nanogenerators require materials with high dielectric constants (εs). Synthesis of high εs soft materials is currently approached by three methods: […]
Read MoreAbstract: The explosive growth of machine learning and data-driven methodologies have revolutionized numerous fields. Yet, the translation of these successes to the domain of dynamical physical systems remains a significant […]
The Department of Bioengineering at the University of Pennsylvania along with Drs. Brian Litt and Ingo Helbig proudly announce the Doctoral Dissertation Defense of Peter Galer. Title: Quantitative Informatics Approaches to […]
This will be a hybrid event with in-person attendance in Levine 307 and virtual attendance on Zoom. ABSTRACT Despite recent advances in machine learning for robotics, current approaches often lack […]
Abstract: Biological systems utilize networks of biochemical reactions to drive autonomous and dynamic processes. Examples include the dynamic polymerization of microtubules and the dynamic min protein system in E. Coli. […]