Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty
Journal Article
·
· Combustion and Flame
- Sponsoring Organization:
- USDOE
- OSTI ID:
- 1775656
- Journal Information:
- Combustion and Flame, Journal Name: Combustion and Flame Vol. 204 Journal Issue: C; ISSN 0010-2180
- Publisher:
- ElsevierCopyright Statement
- Country of Publication:
- United States
- Language:
- English
Similar Records
Gradient-Free Construction of Active Subspaces for Dimension Reduction in Complex Models with Applications to Neutronics
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design
Kinetic model development and Bayesian uncertainty quantification for the complete reduction of Fe-based oxygen carriers with CH4, CO, and H2 for chemical looping combustion
Journal Article
·
2019
· SIAM/ASA Journal on Uncertainty Quantification
·
OSTI ID:1530778
+3 more
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design
Conference
·
2024
·
OSTI ID:2550614
+1 more
Kinetic model development and Bayesian uncertainty quantification for the complete reduction of Fe-based oxygen carriers with CH4, CO, and H2 for chemical looping combustion
Journal Article
·
2022
· Chemical Engineering Science
·
OSTI ID:1880067
+9 more