Multifidelity modeling for Physics-Informed Neural Networks (PINNs)
Penwarden, Michael, Zhe, Shandian, Narayan, Akil, Kirby, Robert M.
Published in Journal of computational physics (15.02.2022)
Published in Journal of computational physics (15.02.2022)
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Journal Article
Curve Boxplot: Generalization of Boxplot for Ensembles of Curves
Mirzargar, Mahsa, Whitaker, Ross T., Kirby, Robert M.
Published in IEEE transactions on visualization and computer graphics (01.12.2014)
Published in IEEE transactions on visualization and computer graphics (01.12.2014)
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Journal Article
Variational inference for nonlinear inverse problems via neural net kernels: Comparison to Bayesian neural networks, application to topology optimization
Keshavarzzadeh, Vahid, Kirby, Robert M., Narayan, Akil
Published in Computer methods in applied mechanics and engineering (01.10.2022)
Published in Computer methods in applied mechanics and engineering (01.10.2022)
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Journal Article
Visualization in Meteorology-A Survey of Techniques and Tools for Data Analysis Tasks
Rautenhaus, Marc, Bottinger, Michael, Siemen, Stephan, Hoffman, Robert, Kirby, Robert M., Mirzargar, Mahsa, Rober, Niklas, Westermann, Rudiger
Published in IEEE transactions on visualization and computer graphics (01.12.2018)
Published in IEEE transactions on visualization and computer graphics (01.12.2018)
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Journal Article
Fast predictive multi-fidelity prediction with models of quantized fidelity levels
Razi, Mani, Kirby, Robert M., Narayan, Akil
Published in Journal of computational physics (01.01.2019)
Published in Journal of computational physics (01.01.2019)
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Journal Article
Image-Based Multiresolution Topology Optimization Using Deep Disjunctive Normal Shape Model
Keshavarzzadeh, Vahid, Alirezaei, Mitra, Tasdizen, Tolga, Kirby, Robert M.
Published in Computer aided design (01.01.2021)
Published in Computer aided design (01.01.2021)
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Journal Article
Deep coregionalization for the emulation of simulation-based spatial-temporal fields
Xing, Wei W., Kirby, Robert M., Zhe, Shandian
Published in Journal of computational physics (01.03.2021)
Published in Journal of computational physics (01.03.2021)
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Journal Article
How Short Is Too Short for the Interactions of a Water Potential? Exploring the Parameter Space of a Coarse-Grained Water Model Using Uncertainty Quantification
Jacobson, Liam C, Kirby, Robert M, Molinero, Valeria
Published in The journal of physical chemistry. B (17.07.2014)
Published in The journal of physical chemistry. B (17.07.2014)
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Journal Article
To CG or to HDG: A Comparative Study
Kirby, Robert M., Sherwin, Spencer J., Cockburn, Bernardo
Published in Journal of scientific computing (01.04.2012)
Published in Journal of scientific computing (01.04.2012)
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Journal Article