CAD-Based Shape Optimization Using a Meshfree Method. - Iulian R. Grindeanu; Nam Ho Kim; Kung K. Choi; Jiun-Shyan Chen (Concurr. Eng. Res. Appl., 2002)

Pixel Based Meshfree Modeling of Skeletal Muscles. - Ramya Rao Basava; Jiun-Shyan Chen; Yantao Zhang; Shantanu Sinha; Usha Sinha; John Hodgson; Robert Csapo; Vadim Malis (CompIMAGE, 2014)

Pixel-based meshfree modelling of skeletal muscles. - Jiun-Shyan Chen; Ramya Rao Basava; Yantao Zhang; Robert Csapo; Vadim Malis; Usha Sinha; John Hodgson; Shantanu Sinha (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016)

An enhanced-strain error estimator for Galerkin meshfree methods based on stabilized conforming nodal integration. - Marcus Olavi Rüter; Jiun-Shyan Chen (Comput. Math. Appl., 2017)

A Physics-Constrained Data-Driven Approach Based on Locally Convex Reconstruction for Noisy Database. - Qizhi He; Jiun-Shyan Chen (CoRR, 2019)

Deep Autoencoders for Nonlinear Physics-Constrained Data-Driven Computational Framework with Application to Biological Tissue Modeling. - Xiaolong He 001; Qizhi He; Jiun-Shyan Chen (AAAI Spring Symposium: MLPS, 2021)

A deformation-dependent coupled Lagrangian/semi-Lagrangian meshfree hydromechanical formulation for landslide modeling. - Jonghyuk Baek; Ryan T. Schlinkman; Frank N. Beckwith; Jiun-Shyan Chen (Adv. Model. Simul. Eng. Sci., 2022)

A Neural Network-enhanced Reproducing Kernel Particle Method for Modeling Strain Localization. - Jonghyuk Baek; Jiun-Shyan Chen; Kristen Susuki (CoRR, 2022)

Thermodynamically Consistent Machine-Learned Internal State Variable Approach for Data-Driven Modeling of Path-Dependent Materials. - Xiaolong He 001; Jiun-Shyan Chen (CoRR, 2022)

Deep autoencoders for physics-constrained data-driven nonlinear materials modeling. - Xiaolong He 001; Qizhi He; Jiun-Shyan Chen (CoRR, 2022)

Certified data-driven physics-informed greedy auto-encoder simulator. - Xiaolong He 001; Youngsoo Choi; William D. Fries; Jonathan L. Belof; Jiun-Shyan Chen (CoRR, 2022)

A Quasi-Conforming Embedded Reproducing Kernel Particle Method for Heterogeneous Materials. - Ryan T. Schlinkman; Jonghyuk Baek; Frank N. Beckwith; Stacy M. Nelson; Jiun-Shyan Chen (CoRR, 2023)

Support Vector Machine Guided Reproducing Kernel Particle Method for Image-Based Modeling of Microstructures. - Yanran Wang; Jonghyuk Baek; Yichun Tang; Jing Du; Mike Hillman; Jiun-Shyan Chen (CoRR, 2023)

A Multi-Resolution Physics-Informed Recurrent Neural Network: Formulation and Application to Musculoskeletal Systems. - Karan Taneja; Xiaolong He 001; Qizhi He; Jiun-Shyan Chen (CoRR, 2023)

A Neural Network-Based Enrichment of Reproducing Kernel Approximation for Modeling Brittle Fracture. - Jonghyuk Baek; Jiun-Shyan Chen (CoRR, 2023)

Data-Driven Modeling of an Unsaturated Bentonite Buffer Model Test Under High Temperatures Using an Enhanced Axisymmetric Reproducing Kernel Particle Method. - Jonghyuk Baek; Yanran Wang; Xiaolong He 001; Yu Lu; John S. McCartney; Jiun-Shyan Chen (CoRR, 2023)

gLaSDI: Parametric physics-informed greedy latent space dynamics identification. - Xiaolong He 001; Youngsoo Choi; William D. Fries; Jonathan L. Belof; Jiun-Shyan Chen (J. Comput. Phys., 2023)

N-Adaptive Ritz Method: A Neural Network Enriched Partition of Unity for Boundary Value Problems. - Jonghyuk Baek; Yanran Wang; Jiun-Shyan Chen (CoRR, 2024)

Interpolation-based immersogeometric analysis methods for multi-material and multi-physics problems. - Jennifer E. Fromm; Nils Wunsch; Kurt Maute; John A. Evans; Jiun-Shyan Chen (CoRR, 2024)

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. - Christophe Bonneville; Xiaolong He 001; April Tran; Jun Sur Richard Park; William Fries; Daniel A. Messenger; Siu Wun Cheung; Yeonjong Shin; David M. Bortz; Debojyoti Ghosh; Jiun-Shyan Chen; Jonathan L. Belof; et al. (CoRR, 2024)

Image-Based RKPM for Accessing Failure Mechanisms in Composite Materials. - Yanran Wang; Yichun Tang; Jing Du; Mike Hillman; Jiun-Shyan Chen (CoRR, 2024)

Automated shape and thickness optimization for non-matching isogeometric shells using free-form deformation. - Han Zhao; David Kamensky; John T. Hwang; Jiun-Shyan Chen (Eng. Comput., 2024)

Special issue on recent advances in meshfree and particle methods. - Jiun-Shyan Chen; Zhen Chen; Michael Hillman; Tsung-Hui Alex Huang (Eng. Comput., 2025)

Image-based modeling of coupled electro-chemo-mechanical behavior of Li-ion battery cathode using an interface-modified reproducing kernel particle method. - Kristen Susuki; Jeffery M. Allen; Jiun-Shyan Chen (Eng. Comput., 2025)

Open-source shape optimization for isogeometric shells using FEniCS and OpenMDAO. - Han Zhao; John T. Hwang; Jiun-Shyan Chen (Eng. Comput., 2025)