Code to estimate saturation of a Chaboche model as described in "Fatigue life assessment of metal foils in multifunctional composites via combined experiments and simulations"
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Updated
Jul 18, 2024 - Jupyter Notebook
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materials-simulation
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Project page for "Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery" as a part of Romrawin Chumpu's master thesis and publication.
machine-learning deep-learning artificial-neural-networks graph-neural-networks materials-discovery tree-based-models materials-simulation
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Sep 8, 2023 - JavaScript
Finite-difference formulation of the steady-state anisotropic diffusion equation in 2D. Includes analytical transformation to the isotropic Laplace form, second-order discretisation on structured grids, sparse block-tridiagonal system assembly, and mixed Dirichlet/Neumann boundary conditions via ghost-node elimination.
python numpy numerical-methods pde diffusion laplace-equation boundary-conditions finite-difference-method convergence-analysis materials-simulation
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Updated
Mar 22, 2026 - Jupyter Notebook
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