Simon Mak

1. Bayesian Inference analysis of jet quenching using inclusive jet and hadron suppression measurements
   2024/08/15 by R. J. Ehlers, Ehlers, R., Y. Chen +103 · 15 citations
   Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Magnetic confinement fusion research #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies
2. BdryGP: a new Gaussian process model for incorporating boundary information
   2019/08/23 by Liang Ding, Simon Mak, Ding, Liang +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistics Theory (math.ST)
3. Sequential change-point detection for mutually exciting point processes over networks
   2021/02/10 by Haoyun Wang, Wang, Haoyun, Liyan Xie +7 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Environmental Science · Mathematics · #Diffusion and Search Dynamics #Ecosystem dynamics and resilience #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Point processes and geometric inequalities
4. A hierarchical expected improvement method for Bayesian optimization
   2019/11/17 by Zhehui Chen, Chen, Zhehui, Simon Mak +3 · 4 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
5. PERCEPT: a new online change-point detection method using topological data analysis
   2022/03/08 by Xiaojun Zheng, Simon Mak, Zheng, Xiaojun +5 · 1 voice
   #stat.ME #math.AT #stat.AP #stat.ML
6. Minimax and minimax projection designs using clustering
   2016/02/12 by Simon Mak, Mak, Simon, V. Roshan Joseph +1 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Multi-Objective Optimization Algorithms #Optimal Experimental Design Methods #Topology Optimization in Engineering
7. A regional compound Poisson process for hurricane and tropical storm damage
   2016/02/12 by Simon Mak, Mak, Simon, Derek Bingham +3 · 1 citation
   Earth and Planetary Sciences · Economics, Econometrics and Finance · Environmental Science · #Tropical and Extratropical Cyclones Research #Spatial and Panel Data Analysis #Hydrology and Drought Analysis
8. Measuring jet quenching with a Bayesian inference analysis of hadron and jet data by JETSCAPE
   2024/01/08 by R. J. Ehlers, A. Angerami, Ehlers, R. +103 · 2 citations
   Physics and Astronomy · #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
9. 3D Multi-system Bayesian Calibration with Energy Conservation to Study Rapidity-dependent Dynamics of Nuclear Collisions
   2023/12/31 by Andi Mankolli, A. Angerami, Mankolli, Andi +99 · 2 citations
   Decision Sciences · Mathematics · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Markov Chains and Monte Carlo Methods #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #demographic modeling and climate adaptation
10. Additive Multi-Index Gaussian process modeling, with application to multi-physics surrogate modeling of the quark-gluon plasma
    2023/06/11 by Kevin Li, Simon Mak, Li, Kevin +5 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nuclear Theory (nucl-th) #Statistical Methods and Bayesian Inference #demographic modeling and climate adaptation
11. Analysis-of-marginal-Tail-Means (ATM): a robust method for discrete black-box optimization
    2017/12/10 by Simon Mak, C. F. Jeff Wu, Mak, Simon +1 · 1 citation
    Computer Science · Decision Sciences · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Methodology (stat.ME) #Probabilistic and Robust Engineering Design
12. Gaussian Process Subspace Prediction for Model Reduction
    2022/06/01 by Ruda Zhang, Simon Mak, David B. Dunson +1 · 1 citation
    Computer Science · Decision Sciences · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
13. Conglomerate Multi-Fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions
    2022/09/27 by Ji Yi, Ji, Yi, Henry Shaowu Yuchi +13 · 2 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Scientific Computing and Data Management #Simulation Techniques and Applications
14. A New Dataset, Notation Software, and Representation for Computational Schenkerian Analysis
    2024/08/13 by Stephen Ni-Hahn, Ni-Hahn, Stephen, Weihan Xu +11 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Automated Road and Building Extraction #FOS: Computer and information sciences #Sound (cs.SD)
15. Stacking designs: designing multi-fidelity computer experiments with target predictive accuracy
    2022/11/01 by Chih‐Li Sung, Ji Yi, Sung, Chih-Li +6 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Advancements in Semiconductor Devices and Circuit Design #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Model Reduction and Neural Networks
16. Hybrid Hadronization -- A Study of In-Medium Hadronization of Jets
    2025/01/27 by A. Sengupta, R. J. Fries, Sengupta, A. +103 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Granular flow and fluidized beds #High Energy Physics - Phenomenology (hep-ph) #Laser-Plasma Interactions and Diagnostics #Magnetic confinement fusion research #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th)