Efficient emulation of relativistic heavy ion collisions with transfer learning D Liyanage, Y Ji, D Everett, M Heffernan, U Heinz, S Mak, JF Paquet
Physical Review C 105 (3), 034910, 2022
32 2022 A graphical multi-fidelity Gaussian process model, with application to emulation of heavy-ion collisions Y Ji, S Mak, D Soeder, JF Paquet, SA Bass
Technometrics, 1-15, 2023
21 * 2023 Conglomerate Multi-Fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions Y Ji, HS Yuchi, D Soeder, JF Paquet, SA Bass, VR Joseph, CF Wu, S Mak
arXiv preprint arXiv:2209.13748, 2022
21 * 2022 Physics-integrated Segmented Gaussian Process (SegGP) learning for cost-efficient training of diesel engine control system with low cetane numbers SR Narayanan, Y Ji, HD Sapra, S Yang, S Mak, Z Sun, S Kokjohn, K Kim, ...
AIAA SCITECH 2023 Forum, 1283, 2023
16 2023 Hard Jet Substructure in a Multi-stage Approach Y Tachibana, A Kumar, A Majumder, A Angerami, R Arora, SA Bass, ...
arXiv preprint arXiv:2301.02485, 2023
15 2023 Bayesian analysis of QGP jet transport using multi-scale modeling applied to inclusive hadron and reconstructed jet data R Ehlers, A Angerami, R Arora, SA Bass, S Cao, Y Chen, L Du, T Dai, ...
arXiv preprint arXiv:2208.07950, 2022
15 2022 Multiscale evolution of charmed particles in a nuclear medium W Fan, G Vujanovic, SA Bass, A Majumder, A Angerami, R Arora, S Cao, ...
Physical Review C 107 (5), 054901, 2023
14 2023 Photometric analysis of the system Kepler-1 E Budding, MD Rhodes, Ç Püsküllü, Y Ji, A Erdem, T Banks
Astrophysics and Space Science 361 (10), 1-14, 2016
11 2016 A misfire-integrated Gaussian process (MInt-GP) emulator for energy-assisted compression ignition (EACI) engines with varying cetane number jet fuels SR Narayanan, Y Ji, HD Sapra, CBM Kweon, KS Kim, Z Sun, S Kokjohn, ...
International Journal of Engine Research, 14680874241229514, 2024
8 2024 Stacking designs: designing multi-fidelity computer experiments with target predictive accuracy CL Sung, Y Ji, S Mak, W Wang, T Tang
arXiv preprint arXiv:2211.00268, 2022
7 * 2022 An investigation into exoplanet transits and uncertainties Y Ji, T Banks, E Budding, MD Rhodes
Astrophysics and Space Science 362 (6), 1-12, 2017
7 2017 A new metric improving Bayesian calibration of a multistage approach studying hadron and inclusive jet suppression W Fan, G Vujanovic, SA Bass, A Angerami, R Arora, S Cao, Y Chen, T Dai, ...
arXiv preprint arXiv:2307.09641, 2023
5 2023 Photon-triggered jets as probes of multi-stage jet modification C Sirimanna, Y Tachibana, A Angerami, R Arora, SA Bass, S Cao, Y Chen, ...
arXiv preprint arXiv:2401.17259, 2024
3 2024 BayesFLo: Bayesian fault localization of complex software systems Y Ji, S Mak, R Lekivetz, J Morgan
arXiv preprint arXiv:2403.08079, 2024
2 2024 BayesFLo: Bayesian Fault Localization for Software Testing Y Ji, R Lekivetz, S Mak, J Morgan
2023 IEEE 23rd International Conference on Software Quality, Reliability …, 2024
2 2024 3D Multi-system Bayesian Calibration with Energy Conservation to Study Rapidity-dependent Dynamics of Nuclear Collisions A Mankolli, A Angerami, R Arora, S Bass, S Cao, Y Chen, L Du, R Ehlers, ...
arXiv preprint arXiv:2401.00402, 2023
2 2023 A multistage framework for studying the evolution of jets and high- A Majumder, A Angerami, R Arora, S Bass, S Cao, Y Chen, R Ehlers, ...
arXiv preprint arXiv:2308.02650, 2023
2 2023 Comprehensive Study of Multi-scale Jet-medium Interaction Y Tachibana, A Angerami, R Arora, SA Bass, S Cao, Y Chen, T Dai, L Du, ...
arXiv preprint arXiv:2212.12188, 2022
1 2022 Measuring jet quenching with a Bayesian inference analysis of hadron and jet data by JETSCAPE R Ehlers, A Angerami, R Arora, SA Bass, S Cao, Y Chen, L Du, H Elfner, ...
arXiv preprint arXiv:2401.04201, 2024
2024 Multiscale evolution of heavy flavor in the QGP G Vujanovic, A Angerami, R Arora, SA Bass, S Cao, Y Chen, T Dai, L Du, ...
arXiv preprint arXiv:2307.09640, 2023
2023 
Simon MakAssistant Professor of Statistical Science, Duke UniversityEmail verificata su duke.edu
