Random Media and Large Deviations

该奖项支持将于2022年10月21日至24日在纽约市纽约大学柯朗研究所举行的“随机媒体和大偏差”会议。这次会议有26确认发言人在这些非常活跃和基本领域的交叉概率，分析和数学物理。在这次会议上将要讨论的许多复杂系统旨在描述真实的世界现象。证明的数学模型的结果将提供适用于真实的系统的预测。除了物理应用，复杂系统在计算机科学、机器学习、数据科学、生物信息学、化学甚至生态学和地球科学等领域都有许多应用。 这次会议将导致这些领域之间的交叉施肥，以及激励和通知新一代的研究人员。预计许多研究生，最近的博士和其他早期职业研究人员将参加这次会议。这次会议的主要焦点是随机介质中随机运动的严格研究。目标是解释随机微观系统如何显示可预测的和统计上普遍的集体宏观行为。大偏差是理解这类问题的关键，特别是在高维情况下。在解释复杂的能量景观如何支配随机运动的前定态行为方面，仍然存在许多悬而未决的问题。在这一领域的不同方法将代表在会议上，包括自旋玻璃，随机偏微分方程，随机矩阵理论。本次会议的网站是：https://cims.nyu.edu/conferences/zeutoni/This奖反映了NSF的法定使命，并已被认为是值得通过使用基金会的知识价值和更广泛的影响审查标准进行评估的支持。

This award supports the conference "Random media and large deviations" that will be held October 21-24, 2022, at the Courant Institute of the New York University in New York City. The conference has 26 confirmed speakers in these very active and fundamental areas at the intersection of probability, analysis, and mathematical physics. Many of the complex systems which will be discussed in this conference aim to describe real world phenomena. Results proven for the mathematical models will provide predictions applicable to the real systems. Besides physical applications, complex systems have found many applications in computer science, machine learning, data science, bioinformatics, chemistry and even in areas like ecology and earth science. This gathering will lead to cross-fertilization between these areas as well as inspire and inform a new generation of researchers. It is expected that many graduate students, recent PhDs, and other early career researchers will participate in this conference.The main focus of this conference is the rigorous study of random motion in random media. The goal is to explain how random microscopic systems display predictable and statistically universal collective macroscopic behavior. Large deviations are key to understanding such problems, especially in high dimensions. Many open problems remain in explaining how complicated energy landscapes govern the prestationary behavior of random motion. Different approaches in this area will be represented at the conference, including spin-glasses, stochastic partial differential equations, and random matrix theory. The website for this conference is: https://cims.nyu.edu/conferences/zeutoni/This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.