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Events for April 6, 2021

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10:30 AM

MEAM Seminar: “Nonintrusive Reduced Order Models Using Physics Informed Neural Networks”

April 6 at 10:30 AM - 12:00 PM
Zoom – Email MEAM for Link, peterlit@seas.upenn.edu

The development of reduced order models for complex applications, offering the promise for rapid and accurate evaluation of the output of complex models under parameterized variation, remains a very active research area. Applications are found in problems which require many evaluations, sampled over a potentially large parameter space, such as in optimization, control, uncertainty quantification, […]

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11:00 AM

ESE Seminar: “Harnessing Light-Matter Interaction for Photonic Quantum Technologies”

April 6 at 11:00 AM - 12:00 PM
Zoom – Email ESE for Link jbatter@seas.upenn.edu

Photonic quantum technologies have a unique potential for applications such as large-scale quantum networks and quantum-enhanced sensing. Furthermore, photons provide new paradigms for quantum simulations and a testbed for benchmarking the advantage of quantum simulators over the classical ones. These applications demand novel resources such as efficient single-photon sources, large clusters of entangled photons, and […]

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3:00 PM

CIS Seminar: “Bridging Learning and Decision Making”

April 6 at 3:00 PM - 4:00 PM
Zoom – Email CIS for link, cherylh@cis.upenn.edu + Google Map

Machine learning is becoming widely used in decision making, in domains ranging from personalized medicine and mobile health to online education and recommendation systems. While (supervised) machine learning traditionally excels at prediction problems, decision making requires answering questions that are counterfactual in nature, and ignoring this mismatch leads to unreliable decisions. As a consequence, our […]

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