61 citations · 65 across the 8 of their papers we have counts for
8 papers
3D neuron growth and neurodevelopmental disorder modeling based on truncated hierarchical B-splines with multi-level local refinements
Kuanren Qian, Yongjie Jessica Zhang
3D neuron growth and neurodevelopmental disorders (NDDs) deterioration exhibit complex morphological transformations as neurites differentiate into axons and dendrites, forming int…
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention
Kuanren Qian, Genesis Omana Suarez, Toshihiko Nambara +2
Neurodevelopmental disorders (NDDs) cover a variety of conditions, including autism spectrum disorder, attention-deficit/hyperactivity disorder, and epilepsy, which impair the cent…
Neurodevelopmental disorders modeling using isogeometric analysis, dynamic domain expansion and local refinement
Kuanren Qian, Genesis Omana Suarez, Toshihiko Nambara +4
Neurodevelopmental disorders (NDDs) have arisen as one of the most prevailing chronic diseases within the US. Often associated with severe adverse impacts on the formation of vital…
SRL-Assisted AFM: Generating Planar Unstructured Quadrilateral Meshes with Supervised and Reinforcement Learning-Assisted Advancing Front Method
Hua Tong, Kuanren Qian, Eni Halilaj +1
High-quality mesh generation is the foundation of accurate finite element analysis. Due to the vast interior vertices search space and complex initial boundaries, mesh generation f…
Biomimetic IGA neuron growth modeling with neurite morphometric features and CNN-based prediction
Kuanren Qian, Ashlee S. Liao, Shixuan Gu +2
Neuron growth is a complex, multi-stage process that develops sophisticated morphologies and interwoven neurite networks. Recent advances have enabled us to examine the effects of…
Analysis-suitable unstructured T-splines: Multiple extraordinary points per face
Xiaodong Wei, Xin Li, Kuanren Qian +3
Analysis-suitable T-splines (AST-splines) are a promising candidate to achieve a seamless integration between the design and the analysis of thin-walled structures in industrial se…
SimuLearn: Fast and Accurate Simulator to Support Morphing Materials Design and Workflows
Humphrey Yang, Kuanren Qian, Haolin Liu +5
Morphing materials allow us to create new modalities of interaction and fabrication by leveraging dynamic behaviors of materials. Yet, despite the ongoing rapid growth of computati…
Material characterization and precise finite element analysis of fiber reinforced thermoplastic composites for 4D printing
Yuxuan Yu, Haolin Liu, Kuanren Qian +6
Four-dimensional (4D) printing, a new technology emerged from additive manufacturing (3D printing), is widely known for its capability of programming post-fabrication shape-changin…