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Robert Kirby

University of Utah · US
Area of research
Cancer Research · Pathology and Forensic Medicine
Research interest
Research interests include Breast Cancer Treatment Studies, Breast Lesions and Carcinomas, Model Reduction and Neural Networks, and Trauma and Emergency Care Studies.
h-index
15
citations
944
works
113
NIH funding
primary concept
email

Recent publications

Developing robust stress intensity factor models using Fourier-based data analysis to guide machine learning method selection and training
Engineering Fracture Mechanics 2025cited by 4position: lastdoi
Adaptive Self-Supervision Algorithms for Physics-Informed Neural Networks
Frontiers in artificial intelligence and applications 2023cited by 40position: middledoi

Grants

Collaborative Research: MATH-DT: Computationally efficient hypercomplex variable-based sensitivity methods for rapid Digital Twin model updating
NSF2529112$444,2022025–2028PIRePORTER
Elements: High-performance simulation of time-dependent problems via domain-specific languages
NSF2410408$599,8162024–2027PIRePORTER
Collaborative Research: High-order approximation of variational inequalities and bounds-constrained partial differential equations
NSF2410736$289,8062024–2027PIRePORTER
SHF: Small: Collaborative Research: Transform-to-Perform: Languages, Algorithms, and Solvers for Nonlocal Operators
NSF1909176$178,9772019–2023PIRePORTER
Collaborative Research: Transforming Serendipity Elements from Theory to Practice
NSF1912653$167,0002019–2022PIRePORTER
Collaborative Research: Multiphysics modeling and analysis of thermo-visco-acoustic equations with applications to the design of trace gas sensors
NSF1620222$90,0002016–2019PIRePORTER
The Best of Both: Toward a hybrid discrete and continuum multiscale platelet aggregation and coagulation model
NSF1521748$449,7512015–2019PIRePORTER
Small: Collaborative Research: Transform-to-Perform: Languages, Algorithms, and Code Transformations for High-Performance FEM
NSF1525697$230,5912015–2019PIRePORTER
SI2-SSE: A GPU-Enabled Toolbox for Solving Hamilton-Jacobi and Level Set Equations on Unstructured Meshes
NSF1148291$531,9992012–2016PIRePORTER
AF: Small: Metanumerical Computing for Emerging Architectures: Automated Embedded Algorithms for Partial Differential Equations on Multicore Platforms
NSF1325480$384,9702012–2015PIRePORTER
AF: Small: Metanumerical Computing for Emerging Architectures: Automated Embedded Algorithms for Partial Differential Equations on Multicore Platforms
NSF1117794$499,6542011–2013PIRePORTER
GV: Small: Collaborative Research: Analysis and Visualization of Stochastic Simulation Solutions
NSF0914564$309,2442009–2013PIRePORTER
Automated Intrusive Algorithms for Numerical Simulation of Partial Differential Equations via Software-Based Frechet Differentiation
NSF0830655$270,0002008–2011PIRePORTER
CAREER: Quantifying and Controlling Error and Uncertainty in Computational Inverse Problems
NSF0347791$430,2622004–2009PIRePORTER

Frequent collaborators

Amir Gholami · University of California, Berkeley1 papers (2023–2023)Tushar Gautam · University of Utah1 papers (2025–2025) · 1 papers (2025–2025)Shandian Zhe · University of Utah1 papers (2025–2025)Jacob Hochhalter · University of Utah1 papers (2025–2025)Michael W. Mahoney · University of California, Berkeley1 papers (2023–2023)Shashank Subramanian · The University of Texas at Austin1 papers (2023–2023)