In situ adaptive tabulation (ISAT) to accelerate transient computational fluid dynamics with complex heterogeneous chemical kinetics
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Even with the steady-state simplification, evaluating surface kinetics still poses a severe computational bottleneck.
“Even with that simplification, evaluating the surface kinetics still poses a severe computational bottleneck.1,7,[18][19][20]”
From Efficient neural network models of chemical kinetics using a latent asinh rate transformation (2023) · cites this paper as [18]
ISAT and PRISM are among the most used on-the-fly techniques.
“Some of the most used on-the-fly techniques exploit prior solutions to estimate new queries like the in-situ adaptive tabulation (ISAT) 7,8,18,[20][21][22][23] and piecewise reusable implementation of solution mapping (PRISM) 24 technique.”
From Efficient neural network models of chemical kinetics using a latent asinh rate transformation (2023) · cites this paper as [18]
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Quo vadis multiscale modeling in reaction engineering? – A perspective
Wehinger, G. D., Ambrosetti, M., Cheula, R., Ding, Z.-B., Isoz, M., Kreitz, B., Kuhlmann, K., Kutscherauer, M., Niyogi, K., Poissonnier, J., et al. (2022) · Chemical Engineering Research and Design · doi:10.1016/j.cherd.2022.05.030 · Cited by 64 · see citing works
Döppel, F. A., & Votsmeier, M. (2022) · Chemical Engineering Science · doi:10.1016/j.ces.2022.117964 · Cited by 38 · see citing works
Efficient neural network models of chemical kinetics using a latent asinh rate transformation
Döppel, F. A., & Votsmeier, M. (2023) · Reaction Chemistry & Engineering · doi:10.1039/d3re00212h · Cited by 24 · see citing works
- Authors
- Blasi, J. M., & Kee, R. J.
- Affiliations
- Colorado School of Mines (US)
- Corresponding author
- Kee, Robert J.
- ORCID
- Kee, Robert J.
- Venue
- Computers & Chemical Engineering
- Publisher
- Elsevier BV
- Published
- 2016-01
- Volume
- 84
- Pages
- 36-42
- ISSN
- 0098-1354 (ISSN-L)
- OpenAlex
- W1679590240
- Cited by
- 26
- References
- 0
- Citations by year
- 2026: 1 · 2024: 4 · 2023: 3 · 2022: 4 · 2021: 1 · 2020: 2 · 2018: 4 · 2017: 3 · 2016: 4
- FWCI
- 3.37
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Computers & Chemical Engineering (acceptedVersion)
- Funders
- Office of Naval Research (N00014-08-1-0539)
- Topics
- Physical Sciences › Engineering › Computational Mechanics › Combustion and flame dynamics
- Physical Sciences › Chemical Engineering › Fluid Flow and Transfer Processes › Advanced Combustion Engine Technologies
- Physical Sciences › Engineering › Computational Mechanics › Computational Fluid Dynamics and Aerodynamics
- Keywords
- in situ adaptive tabulation, methane reforming, conjugate heat transfer, 3D CFD simulation
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