随机动力学中心

使命及抱负

任务   

The Center's mission is to partner with relevant units of 威尼斯人平台 community to conduct impactful research and innovation in data-driven predictive modeling and simulation for systems under uncertainty, and emerging stochastic dynamics and data science techniques inspired by science and engineering advances.

愿景

The Center's vision is to be recognized in Chicago, 这个国家, and globally for promoting data-driven research and training in stochastic dynamics.

中心领导

金桥段

导演
应用数学教授  

Romit Maulik

副主任
研究 Assistant 应用数学教授 and Argonne National Laboratory  

史蒂夫•威金斯

名誉主任
研究 应用数学教授, University of Bristol

The center benefits 威尼斯人平台’s stochastic dynamics community in the following ways:

• Offering minicourses on new or emerging topics in stochastic dynamics & data science, by visiting scholars, as a supplement to our exiting academic programs
• Serving as one interdisciplinary hub to facilitate research and collaboration, especially among junior faculty and postdocs
• Hosting visitors (especially pass by visitors) for research and seminars
• 举办研究生研讨会
• Sponsoring undergraduate research (minority/women students, pre-REU, REU);
• Organizing activities such as joint workshops, including DEI workshops with Argonne National Laboratory and the NSF Institute for Mathematical and Statistical Innovation

The center plays a key role to partner effectively with corporate, 大学, 国家实验室, and governmental stakeholders by driving collaborative, computational and data-driving research involving faculty and students from several disciplines, 通过促进多样性, 股本, 和包容.

Many funding opportunities call for expertise from various disciplines and the center, with people who share the same mission and vision, can put people in a team to respond to these opportunities. The center will appoint some research scientists at Argonne National Laboratory as research faculty, to facilitate collaborative research and educational activities.

研究 

研究活动包括:

• 受动力系统启发的数据科学 
• Data-driven predictive modeling and simulation
• 随机动力系统 & 随机偏微分方程
• Non-equilibrium statistical mechanics and quantum mechanics
• 非局部偏微分方程的数值方法, 计算流体动力学, 计算材料科学, 计算声学, 边界元法
• Numerical methods for non-equilibrium systems, 界面不稳定, 形态, 模式形成, crystal growth and nanostructure patterning in thin films
• 计算 & stochastic modeling for geophysical systems and biophysical systems
• Nonlinear dynamical systems and applications
• Data assimilation and predicting dynamical behaviors

出版物

1. 随机动力学导论 剑桥大学出版社，2015年.
2. Effective Dynamics of Stochastic Partial Differential Equations (与王伟合著)，Elsevier, 2014.
3. 外地pd & Non-Gaussian Stochastic Dynamics Institute for Pure and Applied Mathematics, Institute for Pure and Applied Mathematics.

研究生 & 本科生

1. 威廉(杰克)麦克卢尔 
2. 亚历克斯Negron 
3. 斯坦利·尼科尔森
4. 七张

博士后

杰西卡·谢

会议

SIAM Conference on Applications of Dynamical Systems 2021年5月，俄勒冈州波特兰

NSF-CBMS conference on Nonlocal Dynamics: Theory, Computation and Applications (Supported by NSF), Chicago , June 4--9, 2017

SIAM Conference on Applications of Dynamical Systems2019年5月，犹他州雪鸟

The 5th International Conference on Random Dynamical Systems --- Celebrating Ludwig Arnold's 80th birthday,, June 2017, Wuhan, China

医疗辅助队秋季中组组会议2015年10月3日至4日，芝加哥. Special Session:"Nonlocal Diffusions and Non-Gaussian Stochastic Dynamics"

NSF-CBMS区域会议 Recent Advances in the Numerical Approximation of Stochastic Partial Differential Equations， 2010年8月9日至13日，美国芝加哥

AMS Fall West Section meeting, April 9--10, 2016, Univ of Utah, USA

计算资源

PCs and Sun Workstations are available in this Center and in other 大学 computer laboratories. 

Beowulf Linux Cluster "Menger" is a computer cluster consisting of one master node and eight slave nodes. 每个节点配置双1.7 GHz Pentium 4 Xeon processors and 2GB RDRAM. All nodes are connected to each other via a fast ethernet switch.