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ORCIDTyler H. Chang
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2020 – today
- 2024
[j9]Tyler H. Chang
, Layne T. Watson, Sven Leyffer, Thomas C. H. Lux, Hussain M. J. Almohri:
Remark on Algorithm 1012: Computing Projections with Large Datasets. ACM Trans. Math. Softw. 50(2): 12:1-12:8 (2024)- 2023
- [j8]Nicole Neveu, Tyler H. Chang, Paris Franz, Stephen Hudson, Jeffrey Larson:
Comparison of multiobjective optimization methods for the LCLS-II photoinjector. Comput. Phys. Commun. 283: 108566 (2023) - [j7]Tyler H. Chang, Stefan M. Wild:
ParMOO: A Python library for parallel multiobjective simulation optimization. J. Open Source Softw. 8(82): 4468 (2023) - [j6]Thomas Lux, Layne T. Watson, Tyler H. Chang, William I. Thacker:
Algorithm 1031: MQSI - Monotone Quintic Spline Interpolation. ACM Trans. Math. Softw. 49(1): 6:1-6:17 (2023) - [c9]Manisha Garg, Tyler H. Chang, Krishnan Raghavan:
SF-SFD: Stochastic Optimization of Fourier Coefficients to Generate Space-Filling Designs. WSC 2023: 3636-3646 - [i3]Tyler H. Chang, Stefan M. Wild:
Designing a Framework for Solving Multiobjective Simulation Optimization Problems. CoRR abs/2304.06881 (2023) - [i2]Tyler H. Chang, Jakob R. Elias, Stefan M. Wild, Santanu Chaudhuri, Joseph A. Libera:
A framework for fully autonomous design of materials via multiobjective optimization and active learning: challenges and next steps. CoRR abs/2304.07445 (2023) - 2022
- [j5]Tyler H. Chang, Layne T. Watson, Jeffrey Larson, Nicole Neveu, William I. Thacker, Shubhangi G. Deshpande, Thomas C. H. Lux:
Algorithm 1028: VTMOP: Solver for Blackbox Multiobjective Optimization Problems. ACM Trans. Math. Softw. 48(3): 36:1-36:34 (2022) - 2021
- [j4]Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Yili Hong, Kirk W. Cameron:
Interpolation of sparse high-dimensional data. Numer. Algorithms 88(1): 281-313 (2021) - 2020
- [b1]Tyler H. Chang:
Mathematical Software for Multiobjective Optimization Problems. Virginia Tech, Blacksburg, VA, USA, 2020 - [j3]Li Xu, Yueyao Wang, Thomas Lux, Tyler H. Chang, Jon Bernard, Bo Li, Yili Hong, Kirk W. Cameron, Layne T. Watson:
Modeling I/O performance variability in high-performance computing systems using mixture distributions. J. Parallel Distributed Comput. 139: 87-98 (2020) - [j2]Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Ali Raza Butt, Kirk W. Cameron, Yili Hong:
Algorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions. ACM Trans. Math. Softw. 46(4): 38:1-38:20 (2020) - [c8]Tyler H. Chang, Jeffrey Larson, Layne T. Watson, Thomas C. H. Lux:
Managing Computationally Expensive Blackbox Multiobjective Optimization Problems Wwth Libensemble. SpringSim 2020: 1-12 - [c7]Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Li Xu, Yueyao Wang, Yili Hong:
An Algorithm for Constructing Monotone Quintic Interpolating Splines. SpringSim 2020: 1-12 - [c6]Tyler H. Chang, Jeffrey Larson, Layne T. Watson:
Multiobjective Optimization of the Variability of the High-Performance Linpack Solver. WSC 2020: 3081-3092 - [i1]Li Xu, Thomas Lux, Tyler H. Chang, Bo Li, Yili Hong, Layne T. Watson, Ali Raza Butt, Danfeng Yao, Kirk W. Cameron:
Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations. CoRR abs/2012.07915 (2020)
2010 – 2019
- 2019
- [j1]Tyler H. Chang, Thomas C. H. Lux, Sai Sindhura Tipirneni:
Least-squares solutions to polynomial systems of equations with quantum annealing. Quantum Inf. Process. 18(12): 374 (2019) - 2018
- [c5]Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Bo Li, Li Xu, Ali Raza Butt, Kirk W. Cameron, Yili Hong:
A polynomial time algorithm for multivariate interpolation in arbitrary dimension via the Delaunay triangulation. ACM Southeast Regional Conference 2018: 12:1-12:8 - [c4]Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Jon Bernard, Bo Li, Xiaodong Yu, Li Xu, Godmar Back, Ali Raza Butt, Kirk W. Cameron, Danfeng Yao, Yili Hong:
Novel meshes for multivariate interpolation and approximation. ACM Southeast Regional Conference 2018: 13:1-13:7 - [c3]Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Jon Bernard, Bo Li, Li Xu, Godmar Back, Ali Raza Butt, Kirk W. Cameron, Yili Hong:
Predicting system performance by interpolation using a high-dimensional delaunay triangulation. SpringSim (HPC) 2018: 2:1-2:12 - [c2]Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Jon Bernard, Bo Li, Li Xu, Godmar Back, Ali Raza Butt, Kirk W. Cameron, Yili Hong:
Predictive modeling of I/O characteristics in high performance computing systems. SpringSim (HPC) 2018: 8:1-8:12 - 2017
- [c1]Chaitra Raghunath, Tyler H. Chang, Layne T. Watson, Mohamed Jrad, Rakesh K. Kapania, Raymond M. Kolonay:
Global deterministic and stochastic optimization in a service oriented architecture. SpringSim (HPC) 2017: 7:1-7:12
Coauthor Index
aka: Thomas C. H. Lux
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