Tools for the design and characterisation of thin-films written in Julia.
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Updated
Dec 2, 2025 - Julia
Tools for the design and characterisation of thin-films written in Julia.
Implementation of the Revised Enskog Theory (RET) for computation of diffusion coefficients, thermal diffusion coefficients, viscosity and thermal conductivity using a range of different pair-potentials
Predict thermal properties; thermal conductivity, specific heat capacity and thermal diffusivity.
Here we solved 2-d Thermal diffusion equation with periodic boundary conditions.
Inverse PINN in PyTorch that recovers thermal diffusivity from sparse, noisy temperature data — benchmarked against least-squares and a data-only MLP on a 1-D heat equation with ground truth.
Implementation of the three omega technique for the thermal properties of thin films multilayers
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