Algorithm 1012: DELAUNAYSPARSE: Interpolation via a sparse subset of the Delaunay triangulation in medium to high dimensions
DELAUNAYSPARSE contains both serial and parallel codes written in Fortran 2003 (with
OpenMP) for performing medium-to high-dimensional interpolation via the Delaunay …
OpenMP) for performing medium-to high-dimensional interpolation via the Delaunay …
Modeling I/O performance variability in high-performance computing systems using mixture distributions
Performance variability is an important factor of high-performance computing (HPC)
systems. HPC performance variability is often complex because its sources interact and are …
systems. HPC performance variability is often complex because its sources interact and are …
Prediction for distributional outcomes in high-performance computing input/output variability
Although high-performance computing (HPC) systems have been scaled to meet the
exponentially growing demand for scientific computing, HPC performance variability …
exponentially growing demand for scientific computing, HPC performance variability …
Crystallization learning with the Delaunay triangulation
Based on the Delaunay triangulation, we propose the crystallization learning to estimate the
conditional expectation function in the framework of nonparametric regression. By …
conditional expectation function in the framework of nonparametric regression. By …
Prediction for Distributional Outcomes in High-Performance Computing I/O Variability
Although high-performance computing (HPC) systems have been scaled to meet the
exponentially-growing demand for scientific computing, HPC performance variability …
exponentially-growing demand for scientific computing, HPC performance variability …
Mathematical Software for Multiobjective Optimization Problems
TH Chang - 2020 - vtechworks.lib.vt.edu
In this thesis, two distinct problems in data-driven computational science are considered.
The main problem of interest is the multiobjective optimization problem, where the tradeoff …
The main problem of interest is the multiobjective optimization problem, where the tradeoff …