Publications
Journal Articles
J. Tencer, E. Rojas, and B. Schroeder, “Network Uncertainty Quantification for Analysis of Multi-Component Systems,” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, vol. 9, no. 2, 2023. LINK
A.L. Brown, F. Pierce, and J. Tencer, “A Lennard-Jones Based Surface Tension Analogy Model for Liquid Breakup,” Chemical Engineering Research and Design, 2022. LINK
V. Brunini, E. Parish, J. Tencer, and F. Rizzi, “Projection-Based Model Reduction for Coupled Conduction - Enclosure Radiation Systems,” ASME Journal of Heat Transfer, 2022. LINK
J. Tencer and K. Potter, “A Tailored Convolutional Neural Network for Nonlinear Manifold Learning of Computational Physics Data using Unstructured Spatial Discretizations,” SIAM J. Sci. Comput., 43(4), A2581–A2613, 2021. LINK
F. Rizzi, E. Parish, P. Blonigan, and J. Tencer, “A Compute-Bound Formulation of Galerkin Model Reduction for Linear Time-Invariant Dynamical Systems,” Computer Methods in Applied Mechanics and Engineering, vol 384, 2021. LINK
J. Tencer and K. M. Forsberg, “Postprocessing Techniques for Gradient Percolation Predictions on the Square Lattice,” Physical Review E, vol. 103, no. 1, 2021. LINK
J. Tencer, K. Carlberg, M. Larsen and R. Hogan, “Accelerated Solution of Discrete Ordinates Approximation to the Boltzmann Transport Equation for a Gray Absorbing–Emitting Medium Via Model Reduction,” ASME Journal of Heat Transfer, vol. 139, no. 12, 2017. LINK
R. Spalding, J. Tencer, W. Sweatt, B. Conley, R. Hogan, M. Boslough, and G. Gonzales, “Photoacoustic Sounds from Meteors,” Nature Scientific Reports, vol. 7, 2017. LINK
K. Meeks, J. Tencer, and M, Pantoya, “Percolation of binary disk systems: Modeling and theory,” Physical Review E, vol. 95, no. 1, 2017. LINK
J. Tencer, “Ray effect mitigation through reference frame rotation,” ASME Journal of Heat Transfer, vol. 138, no. 11, 2016. LINK
J. Tencer and J. Howell, “Coupling radiative heat transfer in participating media with other heat transfer modes,” Journal of the Brazilian Society of Mechanical Sciences and Engineering, vol. 38, no. 5, 2016. LINK
J. Tencer and J. Howell, “Quantification of model-form uncertainty in the correlated-k distribution method for radiation heat transfer,” Journal of Quantitative Spectroscopy and Radiative Transfer, vol. 143, 2014. LINK
J. Tencer and J. Howell, “On multilayer modeling of radiative transfer for use with the multi-source k-distribution method for inhomogeneous media,” ASME Journal of Heat Transfer, vol. 136, no. 6, 2014. LINK
J. Tencer and J. Howell, “A Multi-Source Full Spectrum K-Distribution Method for 1-D Inhomogeneous Media,” Journal of Quantitative Spectroscopy and Radiative Transfer, vol. 129, 2013. LINK
Refereed Conference Proceedings
P. Blonigan, J. Tencer, and F. Rizzi, “Projection-based Reduced-Order Models with Hyperreduction for Finite Element Simulations of Thermal Protection Systems,” AIAA AVIATION 2023 Form, June 2023.
A.L. Brown, F. Pierce, D.R. Noble, A. Kucala, and J. Tencer, “Towards a model for the melt and flow of aluminum alloys in fires,” Proceedings of ASME 2021 International Mechanical Engineering Congress and Exposition, Virtual, November 2021.
E.F. Rojas and J. Tencer, “Performance of iterative network uncertainty quantification for multicomponent system qualification,” Proceedings of ASME 2021 International Mechanical Engineering Congress and Exposition, Virtual, November 2021.
K. Potter, S. Sleder, M. Smith, S. Perera, A. Yilmaz, and J. Tencer, “Parameterized Pseudo-Differential Operators for Graph Convolutional Neural Networks,” Proceedings of IEEE/CVF 2021 International Conference on Computer Vision Workshops, Virtual, October 2021. LINK
M. Arienti, P. Blonigan, F. Rizzi, J. Tencer, and M. Howard, “Projection-based model reduction for finite-element simulations of thermal protection systems,” 2021 AIAA SciTech Forum, January 2021. LINK
J. Tencer, K. Carlberg, M. Larsen and R. Hogan, “Reduced order modeling applied to the discrete ordinates method for radiation heat transfer in participating media,” Proceedings of ASME 2016 Heat Transfer Summer Conference, vol. 2, Washington, DC, July 2016. LINK
J. Tencer, K. Carlberg, M. Larsen and R. Hogan, “Augmented quadratures for the discrete ordinates method using reduced order modeling approaches,” Proceedings of the First Pacific Rim Thermal Engineering Conference, Waikoloa Village, HI, March 2016. LINK
J. Tencer, T. Okusanya, and A. Hetzler, “A set of manufactured solutions for coupled radiation (SPn) and conduction problems,” Proceedings of the 1st Thermal and Fluid Engineering Summer Conference, vol. 4, New York, NY, August 2015. LINK
J. Tencer, “A comparison of angular discretization techniques for the radiative transport equation,” Proceedings of ASME 2015 International Mechanical Engineering Congress and Exposition, vol. 8B, Houston, TX, November 2015. LINK
J. Tencer, “The impact of reference frame orientation on discrete ordinates solutions in the presence of ray effects and a related mitigation technique,” Proceedings of ASME 2014 International Mechanical Engineering Congress and Exposition, vol. 8A, Montreal, QC, November 2014. LINK
J. Tencer and J. Howell, “A parametric study of the accuracy of several radiative transport solution methods for a set of 2-D benchmark problems,” Proceedings of ASME 2013 Heat Transfer Summer Conference, vol. 1, July 2013. LINK
J. Tencer and J. Howell, “Quantification of model-form uncertainty in the correlated-k distribution method for radiation heat transfer,” RAD-13. Proceedings of the 7th International Symposium on Radiative Transfer, Kusadasi, Turkey, June 2013. LINK
J. Tencer and J. Howell, “A multi-source full spectrum k-distribution method for 1-D inhomogeneous media,” Eurotherm conference no. 95: Computational thermal radiation in participating media IV, Nancy, France, April 2012. LINK
J. Tencer and J. Howell, “On multilayer modeling of radiative transfer for use with the multi-source k-distribution method for inhomogeneous media,” Proceedings of ASME 2012 Heat Transfer Summer Conference, vol. 1, Rio Grande, PR, July 2012. LINK
Book Chapters
T.M. Shead, I.K. Tezaur, W.L. Davis IV, M.L. Carlson, D.M. Dunlavy, E.J. Parish, P.J. Blonigan, J. Tencer, F. Rizzi, and H. Kolla, “A Novel In Situ Machine Learning Framework for Intelligent Data Capture and Event Detection,” Machine Learning and Its Application to Reacting Flows: ML and Combustion, Springer International Publishing, 2023. LINK
Preprints
J. Cocola, J. Tencer, F. Rizzi, E. Parish, and P. Blonigan, “Hyper-Reduced Autoencoders for Efficient and Accurate Nonlinear Model Reductions,” LINK
Technical Reports
K. Hoffmeister, E. Zepper, A. Cruz-Cabrera, J. Wright, K. Smith, B.B. Schroeder, J. Tencer, and H. Silva, “Laser Analysis of Surface Emissivity: FY18 Report,” SAND2021-7443.
J. Tencer, C. Hoang, E. Rojas, K. Irick, and B. Schroeder, “Network Uncertainty Quantification Methods with Reduced Order Models,” SAND2021-13810.
J. Tencer, P. Blonigan, M. Arienti, K. Potter, and E. Mussoni, “Reduced Order Modeling Approaches for Coupled Aerothermal Simulations for Reentry Trajectory Planning,” SAND2021-14233.
J. Tencer, A.L. Brown, J. Clemmer, E.M. Jones, D.R. Noble, A. Kucala, F. Pierce, “Novel Approaches for Modeling aluminum Melt and Relocation Supporting Weapon Safety Assessments,” SAND2020-10703.
J. Tencer, K.T. Carlberg, M.E. Larsen, R.E. Hogan, “Advanced Computational Methods for Thermal Radiative Transfer,” SAND2016-10669.
J. Tencer, R.L. Akau, D. Dobranich, A.L. Brown, A.B. Dodd, R.E. Hogan, T.O. Okusanya, L.M. Phinney, F. Pierce, “Addressing Modeling Requirements for Radiation Heat Transfer,” SAND2014-19770.