Publications

Publications authored with Tyler Chang

New! Algorithm 1028: VTMOP: Solver for Blackbox Multiobjective Optimization Problems

Tyler Chang, Layne T. Watson
In ACM Transactions on Mathematical Software, 48 3: 1-34, 09/2022
Citatations: BibTeX

New! Algorithm 1031: MQSI – Monotone Quintic Spline Interpolation

Thomas Lux, Layne T. Watson, Tyler Chang
In ACM Transactions on Mathematical Software, 49 1: 1-17, 03/2023
Citatations: BibTeX

New! Interpolation of sparse high-dimensional data

Thomas Lux, Layne T. Watson, Tyler Chang
In Numerical Algorithms, 88 : 281–313, 11/2020
Citatations: BibTeX

New! Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations

Thomas Lux, Tyler Chang, Layne T. Watson
In Cornell University, : , 12/2020
Citatations: BibTeX

New! Multiobjective Optimization of the Variability of the High-Performance Linpack Solver

Tyler Chang, Layne T. Watson
In Proceedings of the Winter Simulation Conference, (pp 3081-3092), 03/2021
Citatations: BibTeX

New! Managing computationally expensive blackbox multiobjective optimization problems with libensemble

Tyler Chang, Layne T. Watson, Thomas Lux
In Proceedings of the Spring Simulation Multiconference, (pp 1-12), 05/2020
Citatations: BibTeX

New! Algorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions

Tyler Chang, Layne T. Watson, Thomas Lux
In ACM Transactions on Mathematical Software, 46 4: 1-20, 11/2020
Citatations: BibTeX

New! Modeling I/O performance variability in high-performance computing systems using mixture distributions

Thomas Lux, Tyler Chang, Layne T. Watson
In Parallel and Distributed Computing, 139 : 87-98, 01/2020
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New! Predictive modeling of I/O characteristics in high performance computing systems

Thomas Lux, Layne T. Watson, Tyler Chang
In Proceedings of the Article No. 8th Proceedings of the High Performance Computing Symposium, (pp 1-12), 04/2018
Citatations: BibTeX

New! Predicting system performance by interpolation using a high-dimensional delaunay triangulation

Tyler Chang, Layne T. Watson, Thomas Lux
In Proceedings of the Article No.2th Spring Simulation Multiconference, (pp 1-12), 04/2018
Citatations: BibTeX

New! Global deterministic and stochastic optimization in a service oriented architecture

Tyler Chang, Layne T. Watson
In Proceedings of the Article No. 7th High Performance Computing Symposium, (pp 1-12), 04/2017
Citatations: BibTeX