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    • FOLDS seminar: Function Space Perspectives on Neural Networks

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    Amy Gutmann Hall, Room 414 3333 Chestnut Street, Philadelphia, United States

    Zoom link: https://upenn.zoom.us/j/98220304722   This talk reviews a theory of the functions learned by neural networks with Rectified Linear Unit (ReLU) activations. At its core is the observation that deep ReLU networks can be characterized as solutions to data-fitting problems in certain infinite dimensional function spaces. The solutions are compositions of functions from Banach spaces of […]

    MEAM Ph.D. Thesis Defense: “Exploring Self-Assembly of 2D Materials: Insights from Graphene Auto-Kirigami”

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    Raisler Lounge (Room 225), Towne Building 220 South 33rd Street, Philadelphia, PA, United States

    In nature, thin sheets bend, fold, and curve to create functional three-dimensional forms—from insect wings to leaves and flower petals. Over the past decades, such behavior has inspired engineered systems ranging from soft robotics to deployable electronics. Extending these ideas to atomically thin two-dimensional (2D) materials such as graphene opens new opportunities: these materials can […]

    Fall 2025 GRASP on Robotics: Jie Tan, Google DeepMind, “Gemini Robotics: Bringing AI into the Physical World”

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    Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia, PA, United States

    This event will be in-person ONLY in Wu and Chen Auditorium. ABSTRACT Recent advancements in large multimodal models have led to the emergence of remarkable generalist capabilities in digital domains, yet their translation to physical agents such as robots remains a significant challenge. In this talk, I will present Gemini Robotics, an advanced Vision-Language-Action (VLA) […]

    ESE Guest Seminar – “The Nonlinear Small-Gain Theory for Networks and Control”

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    Greenberg Lounge (Room 114), Skirkanich Hall 210 South 33rd Street, Philadelphia, PA, United States

    The world is nonlinear and linked. In this talk, I will present the origin of the small-gain theory and show that it serves as an important systematic tool for addressing two fundamental problems for networks: When is a dynamical network robustly stable? When can a dynamical network be made robustly stable by feedback? As an […]

    ESE Ph.D. Thesis Defense: “On Riccati Equations in Nonconvex Optimization”

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    Amy Gutmann Hall, Room 515 3317 Chestnut Street, Philadelphia, United States

    Riccati equations are ubiquitous in systems/control theory and are frequently solved by the methods of continuous optimization. In some cases, it is known that solutions can be obtained quickly and efficiently by convex-optimization methods, but small modifications to these settings can easily destroy convexity, limiting the applicability of convex-optimization methods. This thesis considers manifold and […]

    PICS Colloquium: Macroscopic stochastic thermodynamics with Massimiliano Esposito [VIRTUAL]

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    PICS Conference Room 534 - A Wing , 5th Floor 3401 Walnut Street, Philadelphia, PA, United States

    This speaker event is virtual, but will be screened in PICS 534 with refreshments. Equilibrium thermodynamics emerges from equilibrium statistical mechanics as the most likely behavior of a system in the macroscopic limit. Over the last two decades, significant progress has been made in formulating statistical mechanics for small systems operating far-from-equilibrium. The resulting theory […]

    ESE Guest Seminar – “Van der Waals Quantum Materials for Magnetism and Clean Energy”

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    Room 35, Singh Center for Nanotechnology 3205 Walnut Street, Philadelphia, PA, United States

    In recent years, numerous magnetic van der Waals layered quantum materials have been reported, including transition-metal halides, transition-metal chalcogenides, transition-metal phosphorus chalcogenides, and metal oxy- and chalco-halides. Unlike 3D counterparts, layered magnets can be easily and rapidly exfoliated to yield ultra-thin magnets, providing unique opportunities for both fundamental physics and new technologies. Furthermore, these materials […]

    ESE Ph.D. Seminar: “Nonconvex Linear System Identification”

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    Raisler Lounge (Room 225), Towne Building 220 South 33rd Street, Philadelphia, PA, United States

    The goal of system identification (SysID) is to learn a mathematical model from a corpus of temporal observations of a system's inputs and outputs. SysID is a fundamental problem in engineering, with applications ranging from circuit design to robot control. Classical approaches to linear SysID rely on convex relaxations that offer strong theoretical guarantees. However, […]

    ESE Ph.D. Thesis Defense: “QuINT – Quantum Integrated Network Timing”

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    Greenberg Lounge (Room 114), Skirkanich Hall 210 South 33rd Street, Philadelphia, PA, United States

    This dissertation presents QuINT, a modular platform for integrating new quantum and optical science into the Internet’s IP-based optical network infrastructure. Building on a recently developed chip-powered quantum-classical hybrid networking framework, QuINT provides a detailed analysis and design for enhancing the precision of the Network Time Protocol (NTP) beyond that of existing standalone synchronization systems. […]

    CBE Doctoral Dissertation Defense: “Colloidal Propulsion by a Topological Flagellum in a Nematic Liquid Crystal” (Jacky Zhang)

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    Vagelos Institute for Energy Science and Technology, Room 121 231 S 34th Street, Philadelphia, PA, United States

    Abstract: Swimming, self-organization, and collective behaviors of active and driven colloids have implications in nature and applications to reconfigurable materials. Here, we focus on swimming or displacement made possible by the complex topologies of defects within nematic liquid crystals (NLCs). In Newtonian fluids, colloidal swimming is challenging; broken symmetries or non-reciprocal forcing are needed to […]

    ESE Ph.D. Thesis Defense: “Design and optimization of laminated metallic cores for high-frequency transformers and inductors”

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    Room 221, Singh Center for Nanotechnology 3205 Walnut Street, Philadelphia, PA, United States

    High-frequency power converters increasingly require magnetic components that are compact, efficient, and compatible with advanced integration. Conventional ferrites face limitations in scaling and high-frequency performance. This work introduces laminated NiFe magnetic structures fabricated through CMOS-compatible multilayer electroplating as a promising alternative. The materials and fabrication approach are demonstrated through silicon TSV inductors and transformers, PCB-integrated […]