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 |
Nov 13 2024 |
Zhifeng Deng |
Smoothly Evolving Geodesics in the Special Orthogonal Group: Definitions, Computations and Applications |
Dissertation Defense |
Time: 10:00 |
Location: remote |
Contact Zhifeng at zdeng@fsu.edu for zoom meeting link information |
Nov 19 2024 |
Weiqi Chu (Umass Amherst) |
Learning Interaction Kernels from Mean-Field Models |
ACM |
Time: 3:05 pm |
Location: 0231 |
Consider a complex system of a vast number of interacting agents, which can give rise to emergent collective behaviors such as bird flocking, fish swarming, and opinion formation — phenomena that ca... More |