39 results on '"Wagner, Gregory J."'
Search Results
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. Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration
5. Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
6. Data driven analysis of thermal simulations, microstructure and mechanical properties of Inconel 718 thin walls deposited by metal additive manufacturing
7. GO-MELT: GPU-optimized multilevel execution of LPBF thermal simulations
8. Phase change and solute mixing in multicomponent metal additive manufacturing: A new numerical approach
9. Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
10. Data-driven analysis of process, structure, and properties of additively manufactured Inconel 718 thin walls
11. A representative volume element network (RVE-net) for accelerating RVE analysis, microscale material identification, and defect characterization
12. A physics-informed machine learning method for predicting grain structure characteristics in directed energy deposition
13. Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes
14. An optimally-coupled multi-time stepping method for transient heat conduction simulation for additive manufacturing
15. A conservative level set method on unstructured meshes for modeling multiphase thermo-fluid flow in additive manufacturing processes
16. Data-Driven Microstructure and Microhardness Design in Additive Manufacturing Using a Self-Organizing Map
17. A cellular automaton finite volume method for microstructure evolution during additive manufacturing
18. MEAM potentials for Al, Si, Mg, Cu, and Fe alloys
19. An integrated process–structure–property modeling framework for additive manufacturing
20. Acceleration strategies for explicit finite element analysis of metal powder-based additive manufacturing processes using graphical processing units
21. Benchmark Study of Thermal Behavior, Surface Topography, and Dendritic Microstructure in Selective Laser Melting of Inconel 625
22. Multi-physics modeling of single/multiple-track defect mechanisms in electron beam selective melting
23. A framework to link localized cooling and properties of directed energy deposition (DED)-processed Ti-6Al-4V
24. An energetically consistent concurrent multiscale method for heterogeneous heat transfer and phase transition applications
25. Data-Driven Mechanistic Modeling of Influence of Microstructure on High-Cycle Fatigue Life of Nickel Titanium
26. Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing
27. A parallelized three-dimensional cellular automaton model for grain growth during additive manufacturing
28. A Petrov–Galerkin finite element method for the fractional advection–diffusion equation
29. An enriched finite element method to fractional advection–diffusion equation
30. Differential operator multiplication method for fractional differential equations
31. Linking process, structure, property, and performance for metal-based additive manufacturing: computational approaches with experimental support
32. Stress generation mechanisms in carbon thin films grown by ion-beam deposition
33. Re: Blood flow analysis of the aortic arch using computational fluid dynamics
34. Abstract 16560: Impact of Assuming a Circular Orifice on Flow Error Through Elliptical Regurgitant Orifices: A Computational Fluid Dynamics (CFD) Analysis
35. Tunable, Solid State Laser for HF Mirror Metrology
36. Bridging scale methods for nanomechanics and materials
37. A multiscale projection method for the analysis of carbon nanotubes
38. Mechanics of Nanowires
39. Molecular dynamics boundary conditions for regular crystal lattices
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