23 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 1 cited
A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics
Zhiwei Wang, Yaoyu Zhang, Enhan Zhao +4
A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics is proposed and validated using high-temperature auto-ignitions, perfectly stirred reactors…
physics.chem-ph2020★ 2 cited
A deep learning-based ODE solver for chemical kinetics
Tianhan Zhang, Yaoyu Zhang, Weinan E +1
Developing efficient and accurate algorithms for chemistry integration is a challenging task due to its strong stiffness and high dimensionality. The current work presents a deep l…
physics.optics2013★ 23 cited
Dual Modulation Faraday Rotation Spectroscopy of HO2
Brian Brumfield, Wenting Sun, Yiguang Ju +1
The technique of dual modulation Faraday rotation spectroscopy has been applied for near shot-noise limited detection of HO2 at the exit of an atmospheric pressure flow reactor. Th…