Robert M. Kirby
Orcid: 0000-0001-5712-4141Affiliations:
- University of Utah, Salt Lake City, UT, USA
According to our database1,
Robert M. Kirby
authored at least 229 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on cs.utah.edu
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on orcid.org
On csauthors.net:
Bibliography
2024
Eng. Comput., August, 2024
Algorithm 1041: HiPPIS - A High-order Positivity-preserving Mapping Software for Structured Meshes.
ACM Trans. Math. Softw., March, 2024
Kolmogorov n-widths for multitask physics-informed machine learning (PIML) methods: Towards robust metrics.
Neural Networks, 2024
Non-uniform knot (NUK) SIAC post-processing of flow fields produced through unstructured grid adaptation and optimization.
J. Comput. Phys., 2024
Eng. Appl. Artif. Intell., 2024
HyResPINNs: Adaptive Hybrid Residual Networks for Learning Optimal Combinations of Neural and RBF Components for Physics-Informed Modeling.
CoRR, 2024
CoRR, 2024
Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Convex optimization-based structure-preserving filter for multidimensional finite element simulations.
J. Comput. Phys., November, 2023
A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions.
J. Comput. Phys., November, 2023
ENO-based high-order data-bounded and constrained positivity-preserving interpolation.
Numer. Algorithms, March, 2023
A metalearning approach for Physics-Informed Neural Networks (PINNs): Application to parameterized PDEs.
J. Comput. Phys., March, 2023
Algorithm xxxx: HiPPIS A High-Order Positivity-Preserving Mapping Software for Structured Meshes.
CoRR, 2023
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations.
CoRR, 2023
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils.
CoRR, 2023
IEEE Access, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the Fifth International Conference on Blockchain Computing and Applications, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
SIAM J. Sci. Comput., 2022
J. Comput. Phys., 2022
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks.
CoRR, 2022
CoRR, 2022
GP-HMAT: Scalable, O(n log(n)) Gaussian Process Regression with Hierarchical Low-Rank Matrices.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization.
Proceedings of the Mathematical and Scientific Machine Learning, 2022
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Vis. Comput. Graph., 2021
Structure-Preserving Nonlinear Filtering for Continuous and Discontinuous Galerkin Spectral/hp Element Methods.
SIAM J. Sci. Comput., 2021
Multilevel Designed Quadrature for Partial Differential Equations with Random Inputs.
SIAM J. Sci. Comput., 2021
Deep coregionalization for the emulation of simulation-based spatial-temporal fields.
J. Comput. Phys., 2021
An open-source parallel code for computing the spectral fractional Laplacian on 3D complex geometry domains.
Comput. Phys. Commun., 2021
Physics-Informed Neural Networks (PINNs) for Parameterized PDEs: A Metalearning Approach.
CoRR, 2021
Towards an Extrinsic, CG-XFEM Approach Based on Hierarchical Enrichments for Modeling Progressive Fracture.
CoRR, 2021
Residual Gaussian Process: A Tractable Nonparametric Bayesian Emulator for Multi-fidelity Simulations.
CoRR, 2021
Image-Based Multiresolution Topology Optimization Using Deep Disjunctive Normal Shape Model.
Comput. Aided Des., 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021
A Compressed, Divide and Conquer Algorithm for Scalable Distributed Matrix-Matrix Multiplication.
Proceedings of the HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
The Effect of Data Transformations on Scalar Field Topological Analysis of High-Order FEM Solutions.
IEEE Trans. Vis. Comput. Graph., 2020
SIAM J. Sci. Comput., 2020
SIAM J. Sci. Comput., 2020
Generation of nested quadrature rules for generic weight functions via numerical optimization: Application to sparse grids.
J. Comput. Phys., 2020
<i>Nektar</i>++: Enhancing the capability and application of high-fidelity spectral/hp element methods.
Comput. Phys. Commun., 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
SIAM J. Numer. Anal., 2019
SIAM/ASA J. Uncertain. Quantification, 2019
Interpolation Error Bounds for Curvilinear Finite Elements and Their Implications on Adaptive Mesh Refinement.
J. Sci. Comput., 2019
Smoothness-Increasing Accuracy-Conserving (SIAC) Filtering for Discontinuous Galerkin Solutions over Nonuniform Meshes: Superconvergence and Optimal Accuracy.
J. Sci. Comput., 2019
J. Sci. Comput., 2019
On weak Dirichlet boundary conditions for elliptic problems in the continuous Galerkin method.
J. Comput. Phys., 2019
J. Comput. Phys., 2019
Dagstuhl Reports, 2019
Nektar++: enhancing the capability and application of high-fidelity spectral/hp element methods.
CoRR, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Visualization in Meteorology - A Survey of Techniques and Tools for Data Analysis Tasks.
IEEE Trans. Vis. Comput. Graph., 2018
IEEE Trans. Vis. Comput. Graph., 2018
Robust Node Generation for Mesh-free Discretizations on Irregular Domains and Surfaces.
SIAM J. Sci. Comput., 2018
SIAM J. Sci. Comput., 2018
J. Sci. Comput., 2018
RBF-LOI: Augmenting Radial Basis Functions (RBFs) with Least Orthogonal Interpolation (LOI) for solving PDEs on surfaces.
J. Comput. Phys., 2018
Stochastic collocation approach with adaptive mesh refinement for parametric uncertainty analysis.
J. Comput. Phys., 2018
Performance Optimization Strategies for WRF Physics Schemes Used in Weather Modeling.
Int. J. Netw. Comput., 2018
CoRR, 2018
Robust Node Generation for Meshfree Discretizations on Irregular Domains and Surfaces.
CoRR, 2018
Comput. Graph. Forum, 2018
Improving Performance and Scalability of Algebraic Multigrid through a Specialized MATVEC.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018
2017
Synthesis Lectures on Visual Computing, Morgan & Claypool Publishers, ISBN: 978-3-031-02594-5, 2017
SIAM J. Sci. Comput., 2017
Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017
Optimization Strategies for WRF Single-Moment 6-Class Microphysics Scheme (WSM6) on Intel Microarchitectures.
Proceedings of the Fifth International Symposium on Computing and Networking, 2017
2016
Smoothness-Increasing Accuracy-Conserving (SIAC) Filtering and Quasi-Interpolation: A Unified View.
J. Sci. Comput., 2016
Smoothness-Increasing Accuracy-Conserving (SIAC) filters for derivative approximations of discontinuous Galerkin (DG) solutions over nonuniform meshes and near boundaries.
J. Comput. Appl. Math., 2016
IEEE Computer Graphics and Applications, 2016
Proceedings of the High Performance Computing - 31st International Conference, 2016
2015
Synthesis Lectures on Visual Computing, Morgan & Claypool Publishers, ISBN: 978-3-031-02587-7, 2015
A Radial Basis Function (RBF)-Finite Difference (FD) Method for Diffusion and Reaction-Diffusion Equations on Surfaces.
J. Sci. Comput., 2015
One-Sided Position-Dependent Smoothness-Increasing Accuracy-Conserving (SIAC) Filtering Over Uniform and Non-uniform Meshes.
J. Sci. Comput., 2015
Int. J. Approx. Reason., 2015
Concurr. Comput. Pract. Exp., 2015
Visualizing Time-Specific Hurricane Predictions, with Uncertainty, from Storm Path Ensembles.
Comput. Graph. Forum, 2015
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2015
A GPU-Based MIS Aggregation Strategy: Algorithms, Comparisons, and Applications within AMG.
Proceedings of the 22nd IEEE International Conference on High Performance Computing, 2015
2014
IEEE Trans. Vis. Comput. Graph., 2014
IEEE Trans. Vis. Comput. Graph., 2014
IEEE Trans. Vis. Comput. Graph., 2014
Algorithm 940: Optimal Accumulator-Based Expression Evaluation through the Use of Expression Templates.
ACM Trans. Math. Softw., 2014
Smoothness-Increasing Accuracy-Conserving (SIAC) Filters for Discontinuous Galerkin Solutions: Application to Structured Tetrahedral Meshes.
J. Sci. Comput., 2014
Exploiting Batch Processing on Streaming Architectures to Solve 2D Elliptic Finite Element Problems: A Hybridized Discontinuous Galerkin (HDG) Case Study.
J. Sci. Comput., 2014
High-order spectral/hp element discretisation for reaction-diffusion problems on surfaces: Application to cardiac electrophysiology.
J. Comput. Phys., 2014
J. Comput. Appl. Math., 2014
Extracting Features from Time-Dependent Vector Fields Using Internal Reference Frames.
Comput. Graph. Forum, 2014
A Bayesian Approach to Quantifying Uncertainty in Tikhonov Solutions for the Inverse Problem of Electrocardiography.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Contour Boxplots: A Method for Characterizing Uncertainty in Feature Sets from Simulation Ensembles.
IEEE Trans. Vis. Comput. Graph., 2013
Smoothness-Increasing Accuracy-Conserving Filters for Discontinuous Galerkin Solutions over Unstructured Triangular Meshes.
SIAM J. Sci. Comput., 2013
SIAM J. Sci. Comput., 2013
Inverse electrocardiographic source localization of ischemia: An optimization framework and finite element solution.
J. Comput. Phys., 2013
Ambrosio-Tortorelli Segmentation of Stochastic Images: Model Extensions, Theoretical Investigations and Numerical Methods.
Int. J. Comput. Vis., 2013
Augmenting the Immersed Boundary Method with Radial Basis Functions (RBFs) for the Modeling of Platelets in Hemodynamic Flows
CoRR, 2013
A Radial Basis Function (RBF)-Finite Difference Method for the Simulation of Reaction-Diffusion Equations on Stationary Platelets within the Augmented Forcing Method.
CoRR, 2013
IEEE Computer Graphics and Applications, 2013
A scalable, efficient scheme for evaluation of stencil computations over unstructured meshes.
Proceedings of the International Conference for High Performance Computing, 2013
Proceedings of the 22nd International Meshing Roundtable, 2013
Proceedings of the 2nd EuroVis Workshop on Reproducibility, 2013
2012
ElVis: A System for the Accurate and Interactive Visualization of High-Order Finite Element Solutions.
IEEE Trans. Vis. Comput. Graph., 2012
Direct Isosurface Visualization of Hex-Based High-Order Geometry and Attribute Representations.
IEEE Trans. Vis. Comput. Graph., 2012
IEEE Trans. Vis. Comput. Graph., 2012
SIAM J. Control. Optim., 2012
Efficient Implementation of Smoothness-Increasing Accuracy-Conserving (SIAC) Filters for Discontinuous Galerkin Solutions.
J. Sci. Comput., 2012
Smoothness-Increasing Accuracy-Conserving (SIAC) Filtering for Discontinuous Galerkin Solutions: Improved Errors Versus Higher-Order Accuracy.
J. Sci. Comput., 2012
A Study of Different Modeling Choices For Simulating Platelets Within the Immersed Boundary Method
CoRR, 2012
Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics, 2012
2011
IEEE Trans. Vis. Comput. Graph., 2011
Finite-Element-Based Discretization and Regularization Strategies for 3-D Inverse Electrocardiography.
IEEE Trans. Biomed. Eng., 2011
SIAM J. Sci. Comput., 2011
Smoothness-Increasing Accuracy-Conserving (SIAC) Postprocessing for Discontinuous Galerkin Solutions over Structured Triangular Meshes.
SIAM J. Numer. Anal., 2011
Formal specification of MPI 2.0: Case study in specifying a practical concurrent programming API.
Sci. Comput. Program., 2011
Medical Image Anal., 2011
Numerical solution of linear Volterra integral equations of the second kind with sharp gradients.
J. Comput. Appl. Math., 2011
An optimization framework for inversely estimating myocardial transmembrane potentials and localizing ischemia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011
2010
Resolution Strategies for the Finite-Element-Based Solution of the ECG Inverse Problem.
IEEE Trans. Biomed. Eng., 2010
Int. J. Softw. Tools Technol. Transf., 2010
Formal methods applied to high-performance computing software design: a case study of MPI one-sided communication-based locking.
Softw. Pract. Exp., 2010
Quantification of Errors Introduced in the Numerical Approximation and Implementation of Smoothness-Increasing Accuracy Conserving (SIAC) Filtering of Discontinuous Galerkin (DG) Fields.
J. Sci. Comput., 2010
From h to p efficiently: Implementing finite and spectral/hp element methods to achieve optimal performance for low- and high-order discretisations.
J. Comput. Phys., 2010
Proceedings of the Workshop on Future of Software Engineering Research, 2010
Proceedings of the Recent Advances in the Message Passing Interface, 2010
Proceedings of the 15th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2010
2009
IEEE Trans. Vis. Comput. Graph., 2009
Using the Stochastic Collocation Method for the Uncertainty Quantification of Drug Concentration Due to Depot Shape Variability.
IEEE Trans. Biomed. Eng., 2009
Int. J. Softw. Tools Technol. Transf., 2009
One-Sided Smoothness-Increasing Accuracy-Conserving Filtering for Enhanced Streamline Integration through Discontinuous Fields.
J. Sci. Comput., 2009
Volumetric parameterization and trivariate B-spline fitting using harmonic functions.
Comput. Aided Geom. Des., 2009
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009
Static-Analysis Assisted Dynamic Verification of MPI Waitany Programs (Poster Abstract).
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009
Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009
Incorporating Patient Breathing Variability into a Stochastic Model of Dose Deposition for Stereotactic Body Radiation Therapy.
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the FM 2009: Formal Methods, 2009
2008
Investigation of Smoothness-Increasing Accuracy-Conserving Filters for Improving Streamline Integration through Discontinuous Fields.
IEEE Trans. Vis. Comput. Graph., 2008
IEEE Trans. Vis. Comput. Graph., 2008
Application of Stochastic Finite Element Methods to Study the Sensitivity of ECG Forward Modeling to Organ Conductivity.
IEEE Trans. Biomed. Eng., 2008
Int. J. Comput. Vis., 2008
Proceedings of the Model Checking Software, 2008
Proceedings of the Simulation and Visualization 2008 (SimVis 2008), 2008
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2008
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2008
Proceedings of the 13th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2008
Proceedings of the 13th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2008
Proceedings of the 6th Workshop on Parallel and Distributed Systems: Testing, 2008
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Dynamic Verification of MPI Programs with Reductions in Presence of Split Operations and Relaxed Orderings.
Proceedings of the Computer Aided Verification, 20th International Conference, 2008
2007
IEEE Trans. Vis. Comput. Graph., 2007
IEEE Trans. Vis. Comput. Graph., 2007
SIAM J. Sci. Comput., 2007
J. Comput. Phys., 2007
Towards stable coupling methods for high-order discretization of fluid-structure interaction: Algorithms and observations.
J. Comput. Phys., 2007
Proceedings of the Festschrift honoring Gary Lindstrom on his retirement from the University of Utah after 30 years of service, 2007
Parallelization and scalability of a spectral element channel flow solver for incompressible Navier-Stokes equations.
Concurr. Comput. Pract. Exp., 2007
Proceedings of the Model Checking Software, 2007
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 14th European PVM/MPI User's Group Meeting, Paris, France, September 30, 2007
Proceedings of the 5th Workshop on Parallel and Distributed Systems: Testing, 2007
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Proceedings of the Formal Methods for Industrial Critical Systems, 2007
2006
IEEE Trans. Vis. Comput. Graph., 2006
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Involving Undergraduates in Computational Science and Engineering Research: Successes and Challenges.
Proceedings of the Computational Science, 2006
2005
IEEE Trans. Vis. Comput. Graph., 2005
Selecting the Numerical Flux in Discontinuous Galerkin Methods for Diffusion Problems.
J. Sci. Comput., 2005
Proceedings of the 3rd Workshop on Software Model Checking, 2005
Level Set and PDE Methods for Visualization.
Proceedings of the 16th IEEE Visualization Conference, 2005
Proceedings of the Computational Science, 2005
2004
Proceedings of the 15th IEEE Visualization Conference, 2004
2003
Parallel Scientific Computing in C++ and MPI - A Seamless Approach to Parallel Algorithms and their Implementation.
Cambridge University Press, ISBN: 978-0-521-52080-5, 2003
2001
Proceedings of the 12th IEEE Visualization Conference, 2001
2000
Proceedings of the 11th IEEE Visualization Conference, 2000
1999
Visualizing Multivalued Data from 2D Incompressible Flows Using Concepts from Painting.
Proceedings of the 10th IEEE Visualization Conference, 1999
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999