Applied and Computational Math Seminars
Aug 27 2024 |
| Organizational meeting |
| ACM seminar |
| Time: 3:05 pm |
| No location for this even specified. |
We will discuss the basics of the seminar. No formal research talk will be given. |
Sep 3 2024 |
| (CMU) |
| PDE Foundation Model: Generalization, Meta-learning and Learning to Learn |
| ACM |
| Time: 3:05 pm |
| Location: 0231 |
In this talk, we develop and explore a foundational model for solving Partial Differential Equations (PDEs) with an emphasis on building a versatile, robust framework capable of addressing multiple PD... More |
Sep 17 2024 |
| Wenqi cui (Caltech and NYU) |
| Structured Control and Learning for Sustainable Energy Systems |
| ACM |
| Time: 3:05 pm |
| Location: 101 |
This talk will describe how to bridge the gap between learning and safety-critical constraints through structured neural networks guided by control theory and the physics of energy systems. Using Lyap... More |
Sep 24 2024 |
| Rishi Sonthalia (Boston College) |
| On Regularization via Early Stopping and Mini Batching for Least Squares Regression |
| ACM |
| Time: 3:05 pm |
| Location: 0231 |
A fundamental problem in machine learning is understanding the effect of early stopping and mini-batching on the parameters obtained and the generalization capabilities of the trained model. Even for ... More |
Oct 1 2024 |
| Haoyang Qian (FSU) |
| Explosive opinion polarization and depolarization with asymmetric perception |
| ACM |
| Time: 3:05 pm |
| Location: 0231 |
Oct 29 2024 |
| Hannah Lu (UT Austin) |
| Physics-Aware Data-Driven Modeling and Uncertainty Quantification for Large-Scale Environmental Problems |
| ACM |
| Time: 3:05 pm |
| Location: 0231 |
Data-driven modeling of complex systems is a rapidly evolving field facilitated by the concurrent rise of data science. To alleviate the prohibitively expensive computational costs of repeated full-mo... More |
Nov 5 2024 |
| (FSU) |
| Covariance Steering for Linear Stochastic Systems |
| ACM seminar |
| Time: 3:05 pm |
| Location: 0231 |
In recent years, the need to quantify and control the uncertainty in physical systems has prompted a burgeoning interest in studying the evolution of the distribution of the trajectories of stochastic... More |