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    • ASSET Seminar: “Machine Learning and Brain Imaging: Contributions to Diagnostics, Prognostication, and Treatment Guidance”

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

    Abstract: Neuroimaging has significantly expanded our understanding of brain changes in neuropsychiatric disorders as well as in aging and neurodegenerative diseases. However, it wasn’t until the advent of machine learning tools that imaging signatures that can be detected in individuals, rather than groups, were constructed. More importantly, imaging signatures derived via machine learning models have […]

    BE Doctoral Dissertation Defense: “Quantitative Intracranial EEG Methods for Targeted Therapy in Drug-resistant Epilepsy” (Akash Pattnaik)

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    Glandt Forum, Singh Center for Nanotechnology 3205 Walnut Street, Philadelphia, PA, United States

    The Department of Bioengineering at the University of Pennsylvania and Dr. Brian Litt proudly announce the Doctoral Dissertation Defense of Akash Pattnaik.   Title: Quantitative Intracranial EEG Methods for Targeted Therapy in Drug-resistant Epilepsy Date: Wednesday September 11 Time: 1:30pm Location: Glandt Forum, Singh Center for Nanotechnology Advisor: Dr. Brian Litt Zoom option: https://upenn.zoom.us/j/93665199428?pwd=kSjDphv31aMk1pfwb2Jp8BZCQetxfY.1 The public […]

    GRASP Seminar: Shlomi Laufer, Technion – Israel Institute of Technology, “Enhancing Surgical Skill Assessment Through Computer Vision”

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    Levine 307 3330 Walnut Street, Philadelphia, PA, United States

    *This seminar will be held in-person in Levine 307 as well as virtually via Zoom.  ABSTRACT Medical education traditionally employs the apprenticeship model, where trainees learn directly under the supervision of experienced practitioners. This model necessitates close follow-up and typically provides extremely subjective and non- standardized feedback. Over the years, efforts to introduce more objective […]

    MSE Seminar: “Sustainability Efforts at Dow: Vision, Strategy, Case Studies, and Challenges,” Kumar Sanketh, Dow

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

    Materials and chemicals impact daily life, as they enable modern healthcare, preservation of food, and delivering performance and efficiency of transportation and infrastructure. The talk will focus on Dow’s vision and path for carbon neutrality. An overview of Dow Chemical’s portfolio and the breadth of chemistries being practiced will be discussed. Dow has a vision […]

    BE Doctoral Dissertation Defense: “Mechanistic Elucidation and Amelioration of RNA Lipid Nanoparticle Side Effects for Therapeutic Applications” (Serena Omo-Lamai)

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    BRB 1412

    The Department of Bioengineering at the University of Pennsylvania and Dr. Jacob Brenner proudly announce the Doctoral Dissertation Defense of Serena Omo-Lamai. Title: Mechanistic Elucidation and Amelioration of RNA Lipid Nanoparticle Side Effects for Therapeutic Applications Advisor: Jacob Brenner, MD, PhD Date: Thursday September 12th Time: 2:00pm Location: BRB 1412 Zoom Option Info: Serena Omo-Lamai is inviting you […]

    CIS Seminar: “Trustworthy Forecasting Algorithms”

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

    Algorithms are increasingly tasked with forecasting the probabilities of uncertain events: a creditor repaying a loan, a user clicking an advertisement, or a word appearing next in a stream of text, for example. Such forecasts are trustworthy if their users can be sure they won't regret treating the predicted probabilities as if they were actual […]

    MEAM Seminar: “Natural Structural Materials: Lessons on Toughening Mechanisms, Weight Reduction, and Multifunctionality”

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

    Structural materials that are damage-tolerant, lightweight, multifunctional, and sustainable are highly desirable for many engineering applications. Such combinations of properties are often found in the biological world. Organisms from nature construct various biological structural materials for protection, predation, body support, camouflage, etc. Despite the fact that these materials are made from limited constituent materials with […]

    ESE Fall Seminar – “Big AI for Small Devices”

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

    As artificial intelligence (AI) transforms industries, state-of-the-art models have exploded in size and capability. However, deploying these models on resource-constrained edge devices remains a significant challenge. Smartphones, wearables, and IoT sensors face stringent limitations on compute, memory, power, and communication, creating a gap between demanding AI models and edge hardware capabilities that hinders the deployment […]

    CIS Seminar: “Recent Advances in Spatial Generative AI”

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

    Generative spatial AI offers unprecedented capabilities for photorealistic scene representation, generation, and novel-view synthesis, among other tasks. In this talk, we discuss recent advances in large-scale 3D scene representations, efficient neural rendering approaches, and generative AI strategies that allow us to generate photorealistic multi-view-consistent digital humans and general 3D scenes.

    ASSET Seminar: “Representation-based Learning and Control for Dynamical Systems”

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

    Abstract:  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 challenge. Closing the loop from data to actions in these systems faces many difficulties, stemming from the need for sample efficiency and computational feasibility, along […]

    BE Doctoral Dissertation Defense: “Quantitative Informatics Approaches to Characterize and Predict Childhood Genetic Epilepsies” (Peter Galer)

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    Glandt Forum, Singh Center for Nanotechnology 3205 Walnut Street, Philadelphia, PA, United States

    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 Characterize and Predict Childhood Genetic Epilepsies Date: Wednesday September 18 Time: 1:00pm Location: Glandt Forum, Singh Center for Nanotechnology Advisors: Dr. Brian Litt & Dr. […]

    Fall 2024 GRASP SFI: Dian Wang, Northeastern University, “Equivariant Learning for Robotic Manipulation”

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    Levine 307 3330 Walnut Street, Philadelphia, PA, United States

    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 sample efficiency, posing a significant challenge due to the enormous time consumption to collect real-robot data. In this talk, I will present our innovative methods […]