16 citations · 54 across the 10 of their papers we have counts for
10 papers
SPGD: Steepest Perturbed Gradient Descent Optimization
Amir M. Vahedi, Horea T. Ilies
Optimization algorithms are pivotal in advancing various scientific and industrial fields but often encounter obstacles such as trapping in local minima, saddle points, and plateau…
GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning
Mohammad Mahdi Behzadi, Horea T. Ilies
Many machine learning methods have been recently developed to circumvent the high computational cost of the gradient-based topology optimization. These methods typically require ex…
Real-Time Topology Optimization in 3D via Deep Transfer Learning
MohammadMahdi Behzadi, Horea T. Ilies
The published literature on topology optimization has exploded over the last two decades to include methods that use shape and topological derivatives or evolutionary algorithms fo…
Practical Shape Analysis and Segmentation Methods for Point Cloud Models
Reed M. Williams, Horea T. Ilieş
Current point cloud processing algorithms do not have the capability to automatically extract semantic information from the observed scenes, except in very specialized cases. Furth…
Haptic Assembly and Prototyping: An Expository Review
Morad Behandish, Horea T. Ilies
An important application of haptic technology to digital product development is in virtual prototyping (VP), part of which deals with interactive planning, simulation, and verifica…
Shape Complementarity Analysis for Objects of Arbitrary Shape
Morad Behandish, Horea T. Ilies
The basic problem of shape complementarity analysis appears fundamental to applications as diverse as mechanical design, assembly automation, robot motion planning, micro- and nano…
Protofold II: Enhanced Model and Implementation for Kinetostatic Protein Folding
Pouya Tavousi, Morad Behandish, Horea T. Ilies +1
A reliable prediction of 3D protein structures from sequence data remains a big challenge due to both theoretical and computational difficulties. We have previously shown that our…
Analytic Methods for Geometric Modeling via Spherical Decomposition
Morad Behandish, Horea T. Ilies
Analytic methods are emerging in solid and configuration modeling, while providing new insights into a variety of shape and motion related problems by exploiting tools from group m…
Haptic Assembly Using Skeletal Densities and Fourier Transforms
Morad Behandish, Horea T. Ilies
Haptic-assisted virtual assembly and prototyping has seen significant attention over the past two decades. However, in spite of the appealing prospects, its adoption has been slowe…
Peg-in-Hole Revisited: A Generic Force Model for Haptic Assembly
Morad Behandish, Horea T. Ilies
The development of a generic and effective force model for semi-automatic or manual virtual assembly with haptic support is not a trivial task, especially when the assembly constra…