Publications (33)
HybridOctree_Hex: Hybrid Octree-Based Adaptive All-Hexahedral Mesh Generation with Jacobian Control
Hua Tong, Eni Halilaj, Yongjie Jessica Zhang
Neurodevelopmental disorders modeling using isogeometric analysis, dynamic domain expansion and local refinement
Kuanren Qian, Genesis Omana Suarez, Toshihiko Nambara +4
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction
Liang Jin, Shixuan Gu, Donglai Wei +7
SRL-Assisted AFM: Generating Planar Unstructured Quadrilateral Meshes with Supervised and Reinforcement Learning-Assisted Advancing Front Method
Hua Tong, Kuanren Qian, Eni Halilaj +1
SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields
Vedant Puri, Aviral Prakash, Levent Burak Kara +1
3D neuron growth and neurodevelopmental disorder modeling based on truncated hierarchical B-splines with multi-level local refinements
Kuanren Qian, Yongjie Jessica Zhang
$pκ$-Curves: Interpolatory curves with curvature approximating a parabola
Zhihao Wang, Juan Cao, Tuan Guan +2
Modeling material transport regulation and traffic jam in neurons using PDE-constrained optimization
Angran Li, Yongjie Jessica Zhang
Nonintrusive projection-based reduced order modeling using stable learned differential operators
Aviral Prakash, Yongjie Jessica Zhang
Element-Saving Hexahedral 3-Refinement Templates
Hua Tong, Yongjie Jessica Zhang
Tuned Hybrid Non-Uniform Subdivision Surfaces with Optimal Convergence Rates
Xiaodong Wei, Xin Li, Yongjie Jessica Zhang +1
Analysis-suitable unstructured T-splines: Multiple extraordinary points per face
Xiaodong Wei, Xin Li, Kuanren Qian +3
HexDom: Polycube-Based Hexahedral-Dominant Mesh Generation
Yuxuan Yu, Jialei Ginny Liu, Yongjie Jessica Zhang
The divergence-conforming immersed boundary method: Application to vesicle and capsule dynamics
Hugo Casquero, Carles Bona-Casas, Deepesh Toshniwal +3
HexGen and Hex2Spline: Polycube-based Hexahedral Mesh Generation and Spline Modeling for Isogeometric Analysis Applications in LS-DYNA
Yuxuan Yu, Xiaodong Wei, Angran Li +3
FLARE: Fast Low-rank Attention Routing Engine
Vedant Puri, Aditya Joglekar, Sri Datta Ganesh Bandreddi +4
Material characterization and precise finite element analysis of fiber reinforced thermoplastic composites for 4D printing
Yuxuan Yu, Haolin Liu, Kuanren Qian +6
DL-Polycube: Deep learning enhanced polycube method for high-quality hexahedral mesh generation and volumetric spline construction
Yuxuan Yu, Yuzhuo Fang, Hua Tong +1
Projection-based reduced order modeling and data-driven artificial viscosity closures for incompressible fluid flows
Aviral Prakash, Yongjie Jessica Zhang
Kirchhoff-Love shell representation and analysis using triangle configuration B-splines
Zhihao Wang, Juan Cao, Xiaodong Wei +3
A Survey of AI Methods for Geometry Preparation and Mesh Generation in Engineering Simulation
Steven Owen, Nathan Brown, Nikos Chrisochoides +8
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention
Kuanren Qian, Genesis Omana Suarez, Toshihiko Nambara +2
Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures
Leslie Gu, Jason Ken Adhinarta, Mikhail Bessmeltsev +7
MCHex: Marching Cubes Based Adaptive Hexahedral Mesh Generation with Guaranteed Positive Jacobian
Hua Tong, Yongjie Jessica Zhang
DDPM-Polycube: A Denoising Diffusion Probabilistic Model for Polycube-Based Hexahedral Mesh Generation and Volumetric Spline Construction
Yuxuan Yu, Yuzhuo Fang, Hua Tong +2
Data-driven identification of stable differential operators using constrained regression
Aviral Prakash, Yongjie Jessica Zhang
SimuLearn: Fast and Accurate Simulator to Support Morphing Materials Design and Workflows
Humphrey Yang, Kuanren Qian, Haolin Liu +5
Deep learning of material transport in complex neurite networks
Angran Li, Amir Barati Farimani, Yongjie Jessica Zhang
GALDS: A Graph-Autoencoder-based Latent Dynamics Surrogate model to predict neurite material transport
Tsung Yeh Hsieh, Yongjie Jessica Zhang
Fast and Robust Hexahedral Mesh Optimization via Augmented Lagrangian, L-BFGS, and Line Search
Hua Tong, Yongjie Jessica Zhang
Biomimetic IGA neuron growth modeling with neurite morphometric features and CNN-based prediction
Kuanren Qian, Ashlee S. Liao, Shixuan Gu +2
Molecular Dynamics Simulations for Anisotropic Thermal Conductivity of Borophene
Yue Jia, Chun Li, Jin-Wu Jiang +3
Scalable DDPM-Polycube: An Extended Diffusion-Based Method for Hexahedral Mesh and Volumetric Spline Construction
Yuxuan Yu, Jiashuo Liu, Hua Tong +2