21 results on '"Wagner, Gregory J."'
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2. Engineering software 2.0 by Interpolating Neural Networks: Unifying Training, Solving, and Calibration
3. Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process
4. Benchmark study of melt pool and keyhole dynamics, laser absorptance, and porosity in additive manufacturing of Ti-6Al-4V
5. Understanding coaxial photodiode-based multispectral pyrometer measurements at the overhang regions in laser powder bed fusion for part qualification
6. Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration
7. Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
8. Data driven analysis of thermal simulations, microstructure and mechanical properties of Inconel 718 thin walls deposited by metal additive manufacturing
9. GO-MELT: GPU-optimized multilevel execution of LPBF thermal simulations
10. Statistical parameterized physics-based machine learning digital shadow models for laser powder bed fusion process
11. Phase change and solute mixing in multicomponent metal additive manufacturing: A new numerical approach
12. Impact of assuming a circular orifice on flow error through elliptical regurgitant orifices: computational fluid dynamics and in vitro analysis of proximal flow convergence
13. Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
14. Multiphysics modeling of mixing and material transport in additive manufacturing with multicomponent powder beds
15. Data-driven analysis of process, structure, and properties of additively manufactured Inconel 718 thin walls
16. A representative volume element network (RVE-net) for accelerating RVE analysis, microscale material identification, and defect characterization
17. A physics-informed machine learning method for predicting grain structure characteristics in directed energy deposition
18. Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes
19. CALIBRATION OF CELLULAR AUTOMATION MODEL FOR MICROSTRUCTURE PREDICTION IN ADDITIVE MANUFACTURING USING DISSIMILARITY SCORE
20. Impact of assuming a circular orifice on flow error through elliptical regurgitant orifices: computational fluid dynamics and in vitro analysis of proximal flow convergence
21. Double Averaging Analysis Applied to a Large Eddy Simulation of Coupled Turbulent Overlying and Porewater Flow
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