CCMA Seminar on Mathematics of Data and Computation
This CCMA seminar aims to introduce cutting-edge research of numerical methods and scientific computing related to data science and machine learning and are held weekly on every Thursday 8:00-9:00 pm EST (Friday 8:00-9:00 am Beijing time). If you want to give a talk, please contact Xiaofeng Xu(xkx5060@psu.edu).
(Due to the COVID-19, we move all the seminars online, ZOOM: https://psu.zoom.us/j/99704506940)
| Date | Room | Speaker | Title |
|---|---|---|---|
| January 20, 2022 | Zoom | Jongho Park | Additive Schwarz methods for convex optimization—convergence theory and acceleration |
| January 27, 2022 | Zoom | Zhonghua Qiao | Maximum bound principle preserving integrating factor Runge–Kutta methods for semilinear parabolic equations |
| February 3, 2022 | Zoom | Jia Zhao | Physics-informed Computational Modeling of Multiphase Complex Fluids with Applications in Life Science |
| February 10, 2022 | Zoom | TBA | |
| February 17, 2022 | Zoom | TBA | |
| February 24, 2022 | Zoom | Li Jiang | Explore the faster training algorithm for logistic regression |
| March 3, 2022 | Zoom | TBA | |
| March 10, 2022 | Zoom | Arnulf Jentzen | Overcoming the curse of dimensionality: from nonlinear Monte Carlo to deep learning |
| March 17, 2022 | Zoom | TBA | |
| March 24, 2022 | Zoom | Juncai He | Side-effects of Learning from Low Dimensional Data Embedded in an Euclidean Space |
| March 31, 2022 | Zoom | Haizhao Yang | Discretization-invariant operator learning: algorithms and theory |
| April 7, 2022 | Zoom | TBA | |
| April 14, 2022 | Zoom | Julián David Gutiérrez Pineda | The potential method for price-formation mean-field games via Recurrent Neural Nets” |
| April 21, 2022 | Zoom | TBA | |
| April 28, 2022 | Zoom | Shangyou Zhang | Superconvergent conforming discontinuous Galerkin finite elements |
| May 5, 2022 | Zoom | Yeonjong Shin | Active Neuron Least Squares: A Training Method for Rectified Neural Networks |
| May 12, 2022 | Zoom | TBA | TBA |
| May 19, 2022 | https://psu.zoom.us/j/99704506940 | TBA | |
| May 26, 2022 | https://psu.zoom.us/j/99704506940 | TBA | |
| June 9, 2022 | https://psu.zoom.us/j/99704506940 | TBA | |
| June 16, 2022 | https://psu.zoom.us/j/99704506940 | TBA |