The sixty-sixth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, November 30, 2023. 2–3 PM — Elaine Spiller (Marquette University) Two recent advances in UQ with Gaussian process models: the zGP and the PPLE Gaussian processes (GPs) are an effective and widely used tools to emulate computer simulations […]
The sixty-fifth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, November 16, 2023. 2–3 PM — Michael I. Jordan (Berkeley, University of California.) Prediction-Powered Inference I introduce prediction-powered inference – a framework for performing valid statistical inference when an experimental data set is supplemented with predictions from a […]
The sixty-fourth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, November 2, 2023. 2–3 PM — Christoph Molnar & Timo Freiesleben (Machine Learning in Science Cluster, University of Tübingen.) — [slides] Supervised Machine Learning in Science From folding proteins and predicting tornadoes to studying human nature — machine […]
The sixty-third UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, October 19, 2023. 2–3 PM — Stefania Fresca (MOX, Dept. of Mathematics, Politecnico di Milano) Deep learning-based reduced order models for the real-time approximation of parametrized PDEs Conventional reduced order models (ROMs) anchored to the assumption of modal […]
The sixty-second UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, October 5, 2023. 2–3 PM — Sibo Cheng (Data Science Inst., Imperial College London) — [slides] Machine learning and data assimilation for high dimensional dynamical systems Data Assimilation (DA) and Machine Learning (ML) methods are extensively used in […]
