Manaf Sheyyab

Explainable predictive modeling for limited spectral data

Frantishek Akulich, Hadis Anahideh, Manaf Sheyyab et al. · Chemometrics and Intelligent Laboratory Systems · 2022 · 27 citations

Engineering, Data Science, Predictive Analytics +7

Derived cetane number prediction of jet fuels and their functional group surrogates using liquid phase infrared absorption

Anandvinod Dalmiya, Manaf Sheyyab, Jai M. Mehta et al. · Proceedings of the Combustion Institute · 2022 · 25 citations

Chemical Engineering, Engineering, Combustion Science +6

Optimized synthetic data and semi-supervised learning for Derived Cetane Number prediction

Manaf Sheyyab, Patrick T. Lynch, Eric Mayhew et al. · Combustion and Flame · 2023 · 15 citations

Data Generation, Engineering, Machine Learning +11

A Raman spectroscopy based chemometric approach to predict the derived cetane number of hydrocarbon jet fuels and their mixtures

Dhananjay Ambre, Manaf Sheyyab, Patrick T. Lynch et al. · Talanta · 2024 · 13 citations

Method for generating kinetically relevant fuel surrogates based on chemical functional group compositions

Manaf Sheyyab, Mohammed Abdulrahman, Subharaj Hossain et al. · Combustion and Flame · 2023 · 11 citations