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Cristina Martin-Linares, PhD
Cristina Martin-Linares, PhD
其他姓名Cristina P. Martin-Linares
在 uchicago.edu 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
The effect of alignment on the rate-dependent behavior of a main-chain liquid crystal elastomers
CP Martin-Linares, NA Traugutt, MO Saed, C Yackaki, TD Nguyen
Soft Matter, 2020
172020
Material testing apparatus and procedures for evaluating freeze-thaw resistance of asphalt concrete mixtures
CH Ho, CP Martin-Linares, J Shan, A Almonnieay
Advances in Civil Engineering Materials 6 (1), 429-443, 2017
102017
Physics-agnostic and physics-infused machine learning for thin films flows: modelling, and predictions from small data
CP Martin-Linares, YM Psarellis, G Karapetsas, ED Koronaki, ...
Journal of Fluid Mechanics 975, A41, 2023
82023
Determining number of specimen replicates in support of pavement construction using AASHTO TP 125
CH Ho, CP Martin-Linares
Journal of Transportation Engineering, Part B: Pavements 145 (2), 04019009, 2019
72019
Representation functions to predict relaxation modulus of asphalt mixtures subject to the action of freeze-thaw cycles
CH Ho, CP Martin-Linares
Journal of Transportation Engineering, Part B: Pavements 144 (2), 04018013, 2018
72018
Effect of asphalt thin beams mixed with three nominal maximum aggregate sizes in the bending beam rheometer on the prediction of thermal properties of bituminous material
CH Ho, MF Martínez González, CP Martin-Linares
Frontiers of Structural and Civil Engineering 11 (1), 1-7, 2017
52017
Tasks makyth models: Machine learning assisted surrogates for tipping points
G Fabiani, N Evangelou, T Cui, JM Bello-Rivas, CP Martin-Linares, ...
arXiv preprint arXiv:2309.14334, 2023
42023
Impact of multi-scale asphalt thin beams in the bending beam rheometer on the prediction of thermal cracking of bituminous material
CP Martin-Linares, CH Ho, MF Martinez Gonzalez
Procedia engineering 161, 235-240, 2016
42016
Task-oriented machine learning surrogates for tipping points of agent-based models
G Fabiani, N Evangelou, T Cui, JM Bello-Rivas, CP Martin-Linares, ...
Nature communications 15 (1), 4117, 2024
12024
Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era
ED Koronaki, N Evangelou, CP Martin-Linares, ES Titi, IG Kevrekidis
Journal of Computational Physics 506, 112910, 2024
2024
From Navier-Stokes simulations for thin films to amplitude equations and back via physics-assisted machine-learning
CP Martin-Linares, E Koronaki, Y Psarellis, G Karapetsas, I Kevrekidis
Bulletin of the American Physical Society, 2022
2022
A Machine Learning Approach to Bridge the Gap between the Kuramoto-Sivashinsky and the Navier-Stokes Equations for Thin Film Flow
CP Martin-Linares, E Koronaki, Y Psarellis, G Karapetsas, I Kevrekidis
2022 AIChE Annual Meeting, 2022
2022
Manifold Learning Post-Processing Galerkin Algorithms for Dissipative PDEs on Their Approximate Inertial Manifolds
CP Martin-Linares, T Bertalan, N Evangelou, ES Titi, IG Kevrekidis
2022 AIChE Annual Meeting, 2022
2022
Modeling Tipping Points in the Reduced-Order Stochastic Dynamics of a Population of Interacting Agents
CP Martin-Linares, T Cui, G Fabiani, N Evangelou, C Siettos, ...
2022 AIChE Annual Meeting, 2022
2022
Development of closures for coarse-scale modeling of multiphase and free surface flows using machine learning.
CP Martin-Linares, T Bertalan, E Koronaki, J Lu, G Tryggvason, ...
Bulletin of the American Physical Society, 2021
2021
Data-Driven Development of Approximate Inertial Forms and Closures for Coarse-Scale Modeling of Multiphase Flows
CP Martin-Linares, T Bertalan, S Lee, J Lu, G Tryggvason, ...
2021 AIChE Annual Meeting, 2021
2021
Artwork for the Main Front Cover of the Journal Soft Matter Issue 38
CP Martin-Linares
Soft Matter, 2020
2020
Neural Network approach to reduced order modeling of multiphase flows
CP Martin-Linares, T Bertalan, J Lu, S Lee, Y Kevrekidis, G Tryggvason
APS Division of Fluid Dynamics Meeting Abstracts, K09. 021, 2020
2020
Liquid crystal elastomer based mechanical metamaterials for lightweight extreme impact energy absorption
SY Jeon, Z Zhu, N Traugutt, CP Martin-Linares, C Yakacki, T Nguyen, ...
APS Meeting Abstracts, 2019
2019
Enhanced Dissipation Behavior of Main-Chain LCE Networks
CP Martin-Linares, N Traugutt, T Nguyen, C Yakacki
APS Meeting Abstracts, 2019
2019
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