Stability and Bifurcations in Free-Boundary Models of Active Gels
Stability and Bifurcations in Free-Boundary Models of Active Gels
批准号:
2005262
负责人:
Leonid Berlyand
金额:
$28.5万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-09-01 至 2024-08-31
中文摘要
这个项目是由对活性物质(也称为活性物质)的研究推动的。这类材料通常是生物起源的,如细菌悬浮液和活细胞的细胞骨架,但它们也包括人造自推进颗粒等合成系统。这些材料表现出惊人的新奇性质,它们的理论理解需要开发新的数学工具。许多活性物质的一个特征是能动性,它是通过消耗来自内部或环境的能量而自发移动的能力。该项目涉及开发和分析一类特殊的活性材料的数学模型:处于非平衡状态(例如,活细胞的细胞骨架)的可移动的活性凝胶。该项目专注于自由边界模型,其中未知函数在一个域中求解方程,由于运动性现象,该域也是未知的。正在开发的方法将适用于应用数学,并将与材料和生命科学以及工程学有关。参与该项目的研究生将接受高度多学科的培训,使他们能够在数学、生命和物理科学的交汇点上工作。首席调查员还将教授和指导本科生,重点是将数学应用于其他学科。自由边界问题,如Stefan问题、Hele-Shaw问题和Muscat问题,由于从数学的角度具有挑战性和重要的应用而受到极大的关注。本项目的重点是严格分析最近发展起来的活性凝胶(处于非平衡状态的凝胶)的自由边界偏微分方程(PDE)模型。与经典的自由边界问题和最新的肿瘤生长模型不同,这些模型是由非线性偏微分方程组控制的。主要研究人员将通过开发新的分析工具来分析自由边界下的分叉,从而严格分析定态、行波和旋转解的存在性和稳定性。这些溶液的稳定性对于生物物理应用是至关重要的,因为它允许人们区分在实验中很少观察到的稳定状态和不稳定状态。该项目将证明这些解的线性化稳定性分析通常是非决定性的,并将基于构造新的能量(Lyapunov型)泛函来开发真正的非线性稳定性分析的新技术。分析和数值结果将与对单个细胞和细胞聚集体的实验观察进行比较。一个长期目标是为推动重要生物学过程的细胞迁移提供理论上的理解,例如伤口愈合和癌症组织的侵袭。这一奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
This project is motivated by studies of active matter (also known as active materials). Such materials are typically of biological origin, such as bacterial suspensions and cytoskeletons of living cells, but they also include synthetic systems such as artificial self-propelled particles. These materials exhibit striking novel properties, and their theoretical understanding requires development of new mathematical tools. A signature of many active materials is motility, which is the ability to move spontaneously via the consumption of energy from internal sources or from the environment. This project concerns the development and analysis of mathematical models of a special class of active material: motile active gels in a non-equilibrium state (for example, the cytoskeleton of a living cell). The project focuses on free-boundary models, in which unknown functions solve equations in a domain that, due to the phenomenon of motility, is also unknown. The methodology under development will be applicable in applied mathematics and will be relevant to materials and life sciences as well as engineering. The graduate students participating in this project will receive highly multidisciplinary training, enabling them to work at the interface of mathematics, life, and physical sciences. The principal investigator will also teach and mentor undergraduate students with an emphasis on applications of mathematics to other disciplines. Free boundary problems such as the Stefan, Hele-Shaw, and Muscat problems have received significant attention since they are challenging from a mathematical point of view and important for applications. The focus of this project is on rigorous analysis of recently developed free-boundary partial differential equation (PDE) models of active gels (gels in a non-equilibrium state). These models are governed by nonlinear PDEs, unlike classical free boundary problems and most recent tumor growth models. The principal investigator will perform rigorous analysis of the existence and stability of stationary state, traveling wave, and rotating solutions by developing novel analytical tools for bifurcation analysis in the free boundary setting. The stability of these solutions is crucial for biophysical applications since it allows one to distinguish stable states from unstable ones that are rarely observed in experiments. The project will demonstrate that linearized stability analysis of these solutions is typically inconclusive, and new techniques for genuine nonlinear stability analysis will be developed based on construction of novel energy (Lyapunov type) functionals for free boundary problems with nonlinear PDEs. Analytical and numerical results will be compared to experimental observations of single cells and cell aggregates. A long-term goal is to provide theoretical understanding of migration of cells that drives important biological processes, for example, wound healing and the invasion of cancerous tissues.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.
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Asymptotic stability of contraction-driven cell motion
收缩驱动的细胞运动的渐近稳定性
DOI:
10.1103/physreve.105.024403
发表时间:
2022
期刊:
Physical Review E
影响因子:
2.4
作者:
[Safsten, C. Alex, Rybalko, Volodmyr, Berlyand, Leonid]
通讯作者:
Berlyand, Leonid
DOI:
10.1017/s0956792523000177
发表时间:
2023-07-10
期刊:
EUROPEAN JOURNAL OF APPLIED MATHEMATICS
影响因子:
1.9
作者:
[Berlyand, Leonid, Chi, Hai, Yip, Nung Kwan]
通讯作者:
Yip, Nung Kwan
DOI:
10.1016/j.jcp.2023.112679
发表时间:
2021-06
期刊:
ArXiv
影响因子:
--
作者:
[L. Berlyand;Robert Creese;P. Jabin]
通讯作者:
L. Berlyand;Robert Creese;P. Jabin
Stability for the training of deep neural networks and other classifiers
深度神经网络和其他分类器训练的稳定性
DOI:
10.1142/s0218202521500500
发表时间:
2021
期刊:
Mathematical Models and Methods in Applied Sciences
影响因子:
3.5
作者:
[Berlyand, Leonid, Jabin, Pierre-Emmanuel, Safsten, C. Alex]
通讯作者:
Safsten, C. Alex
Emergence of traveling waves and their stability in a free boundary model of cell motility
细胞运动自由边界模型中行波的出现及其稳定性
DOI:
10.1090/tran/8824
发表时间:
2023
期刊:
Transactions of the American Mathematical Society
影响因子:
1.3
作者:
[Rybalko, Volodymyr, Berlyand, Leonid]
通讯作者:
Berlyand, Leonid
共 6 条
EAGER: IMPRESS-U: Random Matrix Theory and its Applications to Deep Learning
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批准号:2401227
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项目类别:Standard Grant
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资助金额:$30.0万
-
财政年份:2024
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负责人:Leonid Berlyand
-
依托单位:
Control of Flagellated Bacteria Motion in Anisotropic Fluids
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批准号:1707900
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项目类别:Continuing Grant
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资助金额:$45.0万
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财政年份:2017
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负责人:Leonid Berlyand
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DMREF: Collaborative Research: Design of active ink for 3D printing: integrating modeling and experiments
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批准号:1628411
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项目类别:Standard Grant
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资助金额:$63.75万
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财政年份:2016
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负责人:Leonid Berlyand
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依托单位:
Workshop on Interdisciplinary Mathematics
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批准号:1522040
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项目类别:Standard Grant
-
资助金额:$1.46万
-
财政年份:2015
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负责人:Leonid Berlyand
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依托单位:
Ginzburg-Landau type problems in superconductivity and cell motility
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批准号:1405769
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项目类别:Standard Grant
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资助金额:$28.4万
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财政年份:2014
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负责人:Leonid Berlyand
-
依托单位:
PDEs and Dynamical Systems in Biology
-
批准号:1311726
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项目类别:Standard Grant
-
资助金额:$2.5万
-
财政年份:2013
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负责人:Leonid Berlyand
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依托单位:
Two-Parameter Homogenization Problems in Superconductivity and Related Problems
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批准号:1106666
-
项目类别:Standard Grant
-
资助金额:$28.45万
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财政年份:2011
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负责人:Leonid Berlyand
-
依托单位:
Homogenization of Ginzburg-Landau and Elasticity Problems and Related Questions
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批准号:0708324
-
项目类别:Standard Grant
-
资助金额:$0.0万
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财政年份:2007
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负责人:Leonid Berlyand
-
依托单位:
Modeling of Multiscale Inhomogeneous Materials with Periodic and Random Microstructure
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批准号:0204637
-
项目类别:Continuing Grant
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资助金额:$0.0万
-
财政年份:2002
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负责人:Leonid Berlyand
-
依托单位:
Conference: Homogenization and Materials Science
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批准号:0072259
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项目类别:Standard Grant
-
资助金额:$1.5万
-
财政年份:2000
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负责人:Leonid Berlyand
-
依托单位:
Dynamic and Nonlinear Static Problems in Periodic and Random Composites
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批准号:9971999
-
项目类别:Standard Grant
-
资助金额:$8.4万
-
财政年份:1999
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负责人:Leonid Berlyand
-
依托单位:
Mathematical Sciences: Dynamical Problems in Piezocomposites for Transducer Applications
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批准号:9622927
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项目类别:Standard Grant
-
资助金额:$6.0万
-
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负责人:Leonid Berlyand
-
依托单位:
海外基金