Tyler H. Chang

26 papers Misc 2Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Designing a Framework for Solving Multiobjective Simulation Optimization Problems.
INFORMS J. Comput.
Tyler H. Chang, Stefan M. Wild
2025 J jnl
Leveraging interpolation models and error bounds for verifiable scientific machine learning.
J. Comput. Phys.
Tyler H. Chang, Andrew Gillette, Romit Maulik
2024 J jnl
Leveraging Interpolation Models and Error Bounds for Verifiable Scientific Machine Learning.
CoRR
Tyler H. Chang, Andrew Gillette, Romit Maulik
2024 J jnl
Remark on Algorithm 1012: Computing Projections with Large Datasets.
ACM Trans. Math. Softw.
Tyler H. Chang, Layne T. Watson, Sven Leyffer, Thomas C. H. Lux, Hussain M. J. Almohri
2023 J jnl
A framework for fully autonomous design of materials via multiobjective optimization and active learning: challenges and next steps.
CoRR
Tyler H. Chang, Jakob R. Elias, Stefan M. Wild, Santanu Chaudhuri, Joseph A. Libera
2023 J jnl
Algorithm 1031: MQSI - Monotone Quintic Spline Interpolation.
ACM Trans. Math. Softw.
Thomas Lux, Layne T. Watson, Tyler H. Chang, William I. Thacker
2023 J jnl
Comparison of multiobjective optimization methods for the LCLS-II photoinjector.
Comput. Phys. Commun.
Nicole Neveu, Tyler H. Chang, Paris Franz, Stephen Hudson, Jeffrey Larson
2023 J jnl
Designing a Framework for Solving Multiobjective Simulation Optimization Problems.
CoRR
Tyler H. Chang, Stefan M. Wild
2023 J jnl
ParMOO: A Python library for parallel multiobjective simulation optimization.
J. Open Source Softw.
Tyler H. Chang, Stefan M. Wild
2023 J jnl
Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives.
CoRR
Romain Egele, Tyler H. Chang, Yixuan Sun, Venkatram Vishwanath, Prasanna Balaprakash
2023 Misc conf
SF-SFD: Stochastic Optimization of Fourier Coefficients to Generate Space-Filling Designs.
WSC
Manisha Garg, Tyler H. Chang, Krishnan Raghavan
2022 J jnl
Algorithm 1028: VTMOP: Solver for Blackbox Multiobjective Optimization Problems.
ACM Trans. Math. Softw.
Tyler H. Chang, Layne T. Watson, Jeffrey Larson, Nicole Neveu, William I. Thacker, Shubhangi G. Deshpande, Thomas C. H. Lux
2021 J jnl
Interpolation of sparse high-dimensional data.
Numer. Algorithms
Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Yili Hong, Kirk W. Cameron
2020 J jnl
Algorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions.
ACM Trans. Math. Softw.
Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Ali Raza Butt, Kirk W. Cameron, Yili Hong
2020 — conf
An Algorithm for Constructing Monotone Quintic Interpolating Splines.
SpringSim
Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Li Xu, Yueyao Wang, Yili Hong
2020 — conf
Managing Computationally Expensive Blackbox Multiobjective Optimization Problems Wwth Libensemble.
SpringSim
Tyler H. Chang, Jeffrey Larson, Layne T. Watson, Thomas C. H. Lux
2020 — —
Mathematical Software for Multiobjective Optimization Problems.
Tyler H. Chang
2020 J jnl
Modeling I/O performance variability in high-performance computing systems using mixture distributions.
J. Parallel Distributed Comput.
Li Xu, Yueyao Wang, Thomas Lux, Tyler H. Chang, Jon Bernard, Bo Li, Yili Hong, Kirk W. Cameron, Layne T. Watson
2020 Misc conf
Multiobjective Optimization of the Variability of the High-Performance Linpack Solver.
WSC
Tyler H. Chang, Jeffrey Larson, Layne T. Watson
2020 J jnl
Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations.
CoRR
Li Xu, Thomas Lux, Tyler H. Chang, Bo Li, Yili Hong, Layne T. Watson, Ali Raza Butt, Danfeng Yao, Kirk W. Cameron
2019 J jnl
Least-squares solutions to polynomial systems of equations with quantum annealing.
Quantum Inf. Process.
Tyler H. Chang, Thomas C. H. Lux, Sai Sindhura Tipirneni
2018 — conf
A polynomial time algorithm for multivariate interpolation in arbitrary dimension via the Delaunay triangulation.
ACM Southeast Regional Conference
Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Bo Li, Li Xu, Ali Raza Butt, Kirk W. Cameron, Yili Hong
2018 — conf
Novel meshes for multivariate interpolation and approximation.
ACM Southeast Regional Conference
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
2018 — conf
Predicting system performance by interpolation using a high-dimensional delaunay triangulation.
SpringSim (HPC)
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
2018 — conf
Predictive modeling of I/O characteristics in high performance computing systems.
SpringSim (HPC)
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
2017 — conf
Global deterministic and stochastic optimization in a service oriented architecture.
SpringSim (HPC)
Chaitra Raghunath, Tyler H. Chang, Layne T. Watson, Mohamed Jrad, Rakesh K. Kapania, Raymond M. Kolonay