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Applied Free Probability Theory

Applied Free Probability Theory
应用自由概率论
批准号:
1312831
负责人:
Alan Edelman
金额:
$10.98万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2013
资助国家:
美国
项目状态:
已结题
起止时间:
2013-09-01 至 2018-08-31

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英文摘要
The goal of this work is to develop and apply modern free probability theory (FPT) to advance understanding of applied problems that traditionally are thought to be too difficult to tackle. The difficulty with quantum many-body systems (QMBS) research is two-fold: 1. The spectra of the sum of local interactions is not easily obtained from the spectra of the summands and 2. The exponential growth with the number of particles of the Hilbert space makes exact diagonalization feeble for any serious study of matter. The nature of the work will be both analytical and computational. The techniques are either entirely unknown to natural scientists or that their potential applicability is obscured by formal presentations. The purpose of this work is to apply an alternative methodology in probability to new physical problems.
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eMB: Collaborative Research: Discovery and calibration of stochastic chemical reaction network models
Collaborative Research: Frameworks: Convergence of Bayesian inverse methods and scientific machine learning in Earth system models through universal differentiable programming
Framework: Software: Next-Generation Cyberinfrastructure for Large-Scale Computer-Based Scientific Analysis and Discovery
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