Selected Publications

You can also find my articles on my Google Scholar profile.

Genetic algorithm optimization of a master equation cyclopentane oxidation model against time-resolved speciation experiments
(Combustion and Flame, 2022)
M Demireva, J Oreluk, A Dewyer J Zádor L Sheps

Bayesian model calibration for vacuum-ultraviolet photoionisation mass spectrometry
(Combustion Theory and Modelling, 2022)
J Oreluk, L Sheps, H Najm

Does a reduced model reproduce the uncertainty of the original full-size model?
(Combustion and Flame, 2021)
Z Liu, W Li, J Oreluk, A Hegde, A Packard, M Frenklach

Representing model discrepancy in Bound-to-Bound Data Collaboration.
(SIAM JUQ, 2021)
W Li, A Hegde, J Oreluk, A Packard, M Frenklach

Role of experimental data in validating and quantifying uncertainties in complex physical systems
(PhD thesis, 2019)
J Oreluk

Diagnostics of Data-Driven Models: Uncertainty Quantification of PM7 Semi-Empirical Quantum Chemical Method
(Scientific Reports, 2018)
J Oreluk, Z Liu, A Hegde, W Li, A Packard, M Frenklach, D Zubarev

Application of Bound-to-Bound Data Collaboration approach for development and uncertainty quantification of a reduced char combustion model
(Fuel, 2018)
S Iavarone, J Oreluk, S Smith, A Hegde, W Li, A Packard, M Frenklach, P Smith, F Contino, A Parente

Dynamic chemical model for H2/O2 combustion developed through a community workflow
(arXiv preprint, 2018)
J Oreluk, C Needham, S Baskaran, S Sarathy, M Burke, R West, M Frenklach, P Westmoreland

Consistency Analysis for Massively Inconsistent Datasets in Bound-to-Bound Data Collaboration
(SIAM JUQ, 2018)
A Hegde, W Li, J Oreluk, A Packard, M Frenklach