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Pei Zhang
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Year
LES/PDF modeling of turbulent premixed flames with locally enhanced mixing by reaction
H Wang, T Pant, P Zhang
Flow, Turbulence and Combustion 100, 147-175, 2018
302018
A unified view of pilot stabilized turbulent jet flames for model assessment across different combustion regimes
H Wang, P Zhang
Proceedings of the Combustion Institute 36 (2), 1693-1703, 2017
222017
Large eddy simulation of flows after a bluff body: Coherent structures and mixing properties
P Zhang, C Han, Y Chen
Journal of Fluids and Structures 42, 1-12, 2013
182013
Variance consistent mean shift particle model for treating differential molecular diffusion in transported PDF methods for turbulent reactive flows
P Zhang, H Wang
Computers & Fluids 170, 53-76, 2018
162018
Multi-task graph neural networks for simultaneous prediction of global and atomic properties in ferromagnetic systems
ML Pasini, P Zhang, ST Reeve, JY Choi
Machine Learning: Science and Technology 3 (2), 025007, 2022
152022
Propagation and extinction behavior of methane/air premixed flames through straight and converging-diverging microchannels
S Biswas, P Zhang, H Wang, L Qiao
Applied Thermal Engineering 148, 1395-1406, 2019
152019
Consistency and convergence of Eulerian Monte Carlo field method for solving transported probability density function equation in turbulence modeling
H Wang, P Zhang, T Pant
Physics of Fluids 30 (11), 2018
152018
Studies of the flow and turbulence fields in a turbulent pulsed jet flame using LES/PDF
P Zhang, AR Masri, H Wang
Combustion Theory and Modelling 21 (5), 897-924, 2017
152017
Large eddy simulation of CH4/air lifted flame
HAN Chao, P ZHANG, YE Tao-hong
Journal of propulsion technology 35 (5), 654-660, 2014
142014
Numerical study of methane/air jet flame in vitiated co-flow using tabulated detailed chemistry
C Han, P Zhang, TH Ye, YL Chen
Science China Technological Sciences 57, 1750-1760, 2014
132014
PI3NN: Out-of-distribution-aware prediction intervals from three neural networks
S Liu, P Zhang, D Lu, G Zhang
arXiv preprint arXiv:2108.02327, 2021
112021
Scalable training of graph convolutional neural networks for fast and accurate predictions of HOMO-LUMO gap in molecules
JY Choi, P Zhang, K Mehta, A Blanchard, M Lupo Pasini
Journal of Cheminformatics 14 (1), 70, 2022
92022
An out-of-distribution-aware autoencoder model for reduced chemical kinetics
P Zhang, S Liu, D Lu, R Sankaran, G Zhang
Discrete and Continuous Dynamical Systems-Series S 15 (4), 2021
92021
A prediction interval method for uncertainty quantification of regression models
P Zhang, S Liu, D Lu, G Zhang, R Sankaran
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2021
72021
A priori analysis of a power-law mixing model for transported PDF model based on high Karlovitz turbulent premixed DNS flames
P Zhang, T Xie, H Kolla, H Wang, ER Hawkes, JH Chen, H Wang
Proceedings of the Combustion Institute 38 (2), 2917-2927, 2021
72021
A direct numerical simulation study of the dilution tolerance of propane combustion under spark-ignition engine conditions
W Ge, FDF Chuahy, P Zhang, R Sankaran, D Splitter, D DelVescovo, T Lu, ...
Combustion and Flame 247, 112495, 2023
52023
Autoencoder Neural Network for chemically reacting systems
P Zhang, R Sankaran
Journal of Machine Learning for Modeling and Computing 3 (4), 2022
52022
Reduced models for chemical kinetics derived from parallel ensemble simulations of stirred reactors
P Zhang, R Sankaran, M Stoyanov, D Lebrun-Grandie, CE Finney
AIAA Scitech 2020 Forum, 0177, 2020
52020
Examination of probability distribution of mixture fraction in LES/FDF modelling of a turbulent partially premixed jet flame
H Wang, P Zhang, J Tao
Combustion Theory and Modelling 26 (2), 320-337, 2022
42022
Computational workflow for accelerated molecular design using quantum chemical simulations and deep learning models
AE Blanchard, P Zhang, D Bhowmik, K Mehta, J Gounley, ST Reeve, ...
Smoky Mountains Computational Sciences and Engineering Conference, 3-19, 2022
32022
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