학술논문

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발행년	- (예 : 2010-2015)

Accurate Compression of Tabulated Chemistry Models with Partition of Unity Networks

Academic Journal

Armstrong, E.; Sutherland, J.C.; Hansen, M.A.; Knaus, R.C.; Trask, N.A.; Hewson, J.C.

In: Combustion Science and Technology. (Combustion Science and Technology, 2024, 196(6):850-867)

Web of Science JCR 저널정보 Scopus Find it@PNU

Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter

Academic Journal

Villarreal, R.; Catanach, T.A.; Jones, R.E.; Vlassis, N.N.; Phan, N.N.; Sun, W.C.; Trask, N.A.; Kramer, S.L.B.

In: Computational Mechanics. (Computational Mechanics, July 2023, 72(1):95-124)

EBSCOHost PDF Full Text (ProQuest Central) Full Text (Gale Academic Onefile) Web of Science JCR 저널정보 Scopus Find it@PNU

Thermodynamically consistent physics-informed neural networks for hyperbolic systems

Academic Journal

Patel, R.G.; Trask, N.A.; Tomas, I.; Cyr, E.C.; Wood, M.A.; Lee, M.; Manickam, I.

In: Journal of Computational Physics. (Journal of Computational Physics, 15 January 2022, 449)

Full Text (ScienceDirect) Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

A physics-informed operator regression framework for extracting data-driven continuum models

Academic Journal

Patel, R.G.; Trask, N.A.; Cyr, E.C.; Wood, M.A.

In: Computer Methods in Applied Mechanics and Engineering. (Computer Methods in Applied Mechanics and Engineering, 1 January 2021, 373)

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

Asymptotically compatible reproducing kernel collocation and meshfree integration for the peridynamic Navier equation

Academic Journal

Leng, Y.; Foster, J.T.; Tian, X.; Trask, N.A.

In: Computer Methods in Applied Mechanics and Engineering. (Computer Methods in Applied Mechanics and Engineering, 1 October 2020, 370)

Full Text (ScienceDirect) Web of Science JCR 저널정보 Scopus Find it@PNU

Partition of unity networks: Deep hp-approximation

Conference

Lee, K.; Trask, N.A.; Patel, R.G.; Gulian, M.A.; Cyr, E.C.

In: CEUR Workshop Proceedings, AAAI-MLPS 2021 - Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences. (CEUR Workshop Proceedings, 2021, 2964)

Scopus Find it@PNU

A block coordinate descent optimizer for classification problems exploiting convexity

Conference

Patel, R.G.; Trask, N.A.; Gulian, M.A.; Cyr, E.C.

In: CEUR Workshop Proceedings, AAAI-MLPS 2021 - Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences. (CEUR Workshop Proceedings, 2021, 2964)

Scopus Find it@PNU

Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint

Conference

Cyr, E.C.; Gulian, M.A.; Patel, R.G.; Perego, M.; Trask, N.A.

In: Proceedings of Machine Learning Research, Proceedings of the 1st Mathematical and Scientific Machine Learning Conference, MSML 2020. (Proceedings of Machine Learning Research, 2020, 107:512-536)

Scopus Find it@PNU

Optimization Based Particle-Mesh Algorithm for High-Order and Conservative Scalar Transport

Book

Maljaars, J.M.; Labeur, R.J.; Trask, N.A.; Sulsky, D.L.

In: Numerical Methods for Flows - FEF 2017 Selected Contributions. (Lecture Notes in Computational Science and Engineering, 2020, 132:265-275)

Scopus Find it@PNU

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