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Xianqiao Wang

University of Georgia - College of Engineering

SCHOLARLY PAPERS

10

DOWNLOADS

563

TOTAL CITATIONS

6

Scholarly Papers (10)

Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex

Number of pages: 53 Posted: 04 Apr 2024
University of Georgia, University of Georgia, University of Georgia, Stanford University and University of Georgia - College of Engineering
Downloads 67 (921,129)

Abstract:

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model discovery, symbolic regression, constitutive modeling, hyperelasticity, polyconvexity

Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex

Number of pages: 55 Posted: 08 Feb 2024
University of Georgia, University of Georgia, University of Georgia, Stanford University and University of Georgia - College of Engineering
Downloads 28 (1,385,838)
Citation 1

Abstract:

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model discovery, symbolic regression, constitutive modeling, hyperelasticity, polyconvexity

2.

A Gan-Based Machine Learning Surrogate Model for the Stepwise Prediction of Full-Field Mechanical Behavior of Kirigami-Inspired Metamaterials

Number of pages: 42 Posted: 27 Apr 2024
Tongji University, University of Georgia, University of Georgia, University of Georgia, The University of Georgia, Tongji University and University of Georgia - College of Engineering
Downloads 65 (916,100)
Citation 1

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mechanical metamaterials, Machine learning, kirigami-inspired design, stepwise mapping strategy, mechanical prediction

3.

Investigation of Fibrin Fiber Deformation Theories: Insights from Phenomenological Modeling to Molecular Details

Number of pages: 33 Posted: 09 Aug 2022
Nicholas Filla, Yiping Zhao and Xianqiao Wang
University of Georgia - College of Engineering, The University of Georgia - Department of Physics and Astronomy and University of Georgia - College of Engineering
Downloads 62 (951,658)

Abstract:

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fibrin fiber, Deformation mechanism, protofibrils, molecular dynamics, bilinear behavior

4.

Mechanics, Fracture, and Fragmentation of Thrombi: A Computational Study Review

Number of pages: 102 Posted: 29 Apr 2026
University of Georgia, University of Georgia, University of Georgia, University of Georgia, University of Georgia, University of Georgia, The University of Georgia, University of Georgia and University of Georgia - College of Engineering
Downloads 61 (1,074,648)

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thrombus mechanics, data-driven simulation, mechanical thrombectomy, thrombolysis, fibrin network, fracture mechanics, multiscale modelling, artificial intelligence, machine learning

5.

Mechanical Characterization of Brain Tissue: Experimental Techniques, Human Testing Considerations, and Perspectives

Number of pages: 67 Posted: 08 May 2025
University of Georgia, University of Georgia, University of Georgia, Arizona State University (ASU), Augusta University, University of Georgia, University of Georgia, University of Georgia, University of Texas at Arlington, University of North Carolina (UNC) at Chapel Hill, The University of Georgia, University of Georgia, Binghamton University, Stanford University and University of Georgia - College of Engineering
Downloads 57 (1,010,164)
Citation 1

Abstract:

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Brain tissue mechanical characterization, Invasive testing, Noninvasive elastography, Human brain tissue mechanical properties

6.

Role of Data-Driven Regional Growth Model in Shaping Brain Folding Patterns

Number of pages: 44 Posted: 18 Sep 2024
University of Georgia, University of North Carolina (UNC) at Chapel Hill, University of Georgia, University of North Carolina (UNC) at Chapel Hill, University of Texas at Arlington, University of Georgia, University of North Carolina (UNC) at Chapel Hill and University of Georgia - College of Engineering
Downloads 52 (1,041,696)

Abstract:

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cortical folding pattern, heterogeneous growth, regional growth model, symbolic regression, computational modeling

7.

Machine Learning-Based Prediction of Morphological Configuration and Mechanical Behavior of Kirigami-Inspired Programmable Active Composites

Number of pages: 35 Posted: 12 Jun 2023
Tongji University, Tongji University, Tongji University, University of Georgia, University of Georgia, University of Georgia - College of Engineering and Tongji University
Downloads 48 (1,086,013)
Citation 1

Abstract:

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kirigami-inspired design, active composites, Machine Learning, morphological configuration, mechanical prediction

8.

Mechanistic Origins of Toughness in Random Fibrin Fiber Networks

Number of pages: 40 Posted: 08 Jan 2026
Beikang Gu, Jixin Hou, Keke Tang, He Li and Xianqiao Wang
University of Georgia, University of Georgia, Tongji University, University of Georgia and University of Georgia - College of Engineering
Downloads 46 (1,109,210)

Abstract:

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thrombosis, fibrin fiber network, crack propagation mechanism, coarse-grained molecular dynamics, fracture toughness

9.

Exploring Hyperelastic Material Model Discovery for Human Brain Cortex: Multivariate Analysis vs. Artificial Neural Network Approaches

Number of pages: 42 Posted: 26 Jan 2024
University of Georgia, University of Georgia - College of Engineering, University of Georgia, Binghamton University, University of Texas at Arlington, University of Georgia and University of Georgia - College of Engineering
Downloads 41 (1,170,409)

Abstract:

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human brain cortex, constitutive modeling, constitutive artificial neural networks, multiple regression, Brain mechanics

10.

A Tractable, Transferable, And Empirically Consistent Fibrous Biomaterial Model

Number of pages: 29 Posted: 24 Jun 2022
Nicholas Filla, Yiping Zhao and Xianqiao Wang
University of Georgia - College of Engineering, The University of Georgia - Department of Physics and Astronomy and University of Georgia - College of Engineering
Downloads 36 (1,236,159)
Citation 2

Abstract:

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computer modeling, fiber network, tortuosity, pore size, probability distribution function