Local Cascade Ensemble (LCE) [Fauvel et al., 2022] 是一种新的机器学习方法， 它结合了它们的优势并采用互补的多样化方法来获得更好的泛化预测器。 因此，LCE 进一步增强了随机森林 …

2025年3月1日 · By decomposing the total deformation into mechanical and thermal components, the proposed model integrates elastic, nematic, and anisotropic free energy components, …

2024年12月5日 · Our demonstration of centimeter-scale LCE disks that sequentially switch Gaussian curvature and undergo a disk-saddle-dome transition upon temperature increase …

2023年1月18日 · Here, we demonstrate a rapid and powerful snap-through response in liquid crystalline elastomers (LCEs). While LCEs have been extensively examined as material …

2025年3月1日 · In this work, we aim to model the semi-soft elasticity and viscoelasticity of LCEs with experimental validation, implement the model in COMSOL, and provide benchmarks for …

2024年6月15日 · Liquid crystal elastomer (LCE) is a type of soft active material that generates large and reversible spontaneous deformations upon temperature changes,...

2023年5月1日 · In this work, a constitutive model of LCE is established by introducing a triaxial order tensor to describe the complex alignment under uniaxial/biaxial loading conditions. …

2025年1月8日 · LCE（Local Cascade Ensemble）预测模型和LSTM（Long Short-Term Memory）模型在效果和特点上存在显著差异。 以下是对两者的比较： 优势：LCE结合了随机 …

In this work, we develop a three-dimensional finite element implementation for monodomain LCEs, with the material modeled as a finite deformation viscoelastic network with a viscous …

This paper focuses on the modeling of the photo-responsive liquid crystal elastomer (LCE) actuator, which is essential in LCE-based light-driven soft robot applications. The goal is to …