10 citations · 14 across the 6 of their papers we have counts for
7 papers
A Survey of AI Methods for Geometry Preparation and Mesh Generation in Engineering Simulation
Steven Owen, Nathan Brown, Nikos Chrisochoides +8
Artificial intelligence is beginning to reduce the manual effort in the CAD-to-mesh pipeline. Written for meshing and geometry practitioners with limited AI background, this survey…
Tasking framework for Adaptive Speculative Parallel Mesh Generation
Christos Tsolakis, Polykarpos Thomadakis, Nikos Chrisochoides
Handling the ever-increasing complexity of mesh generation codes along with the intricacies of newer hardware often results in codes that are both difficult to comprehend and maint…
Towards Distributed Semi-speculative Adaptive Anisotropic Parallel Mesh Generation
Kevin Garner, Christos Tsolakis, Polykarpos Thomadakis +1
This paper presents the foundational elements of a distributed memory method for mesh generation that is designed to leverage concurrency offered by large-scale computing. To achie…
Experience with Distributed Memory Delaunay-based Image-to-Mesh Conversion Implementation
Polykarpos Thomadakis, Nikos Chrisochoides
This paper presents some of our findings on the scalability of parallel 3D mesh generation on distributed memory machines. The primary objective of this study was to evaluate a dis…
Runtime Support for Performance Portability on Heterogeneous Distributed Platforms
Polykarpos Thomadakis, Nikos Chrisochoides
Hardware heterogeneity is here to stay for high-performance computing. Large-scale systems are currently equipped with multiple GPU accelerators per compute node and are expected t…
Towards Performance Portable Programming for Distributed Heterogeneous Systems
Polykarpos Thomadakis, Nikos Chrisochoides
Hardware heterogeneity is here to stay for high-performance computing. Large-scale systems are currently equipped with multiple GPU accelerators per compute node and are expected t…
Using Machine Learning for Particle Track Identification in the CLAS12 Detector
Polykarpos Thomadakis, Angelos Angelopoulos, Gagik Gavalian +1
Particle track reconstruction is the most computationally intensive process in nuclear physics experiments. Traditional algorithms use a combinatorial approach that exhaustively te…