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semiconductors

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SCLC-Modelling is a Python project that simulates the transition from field emission to space-charge-limited current (SCLC) in semiconductors. Using models based on the Fowler-Nordheim and Child-Langmuir laws, this repository provides insights into electron emission behaviors, applicable in both research and practical semiconductor design.

  • Updated Aug 29, 2024
  • Python

Project focused on optimizing artificial neural network (ANN) algorithms to generalize from experimental data describing the epitaxial synthesis of thin film semiconductor crystals. Incentivized by a project assignment in a CS 5300 - Artificial Neural Systems course taken at Western Michigan University.

  • Updated Dec 14, 2023
  • Python

A Kinetic Monte Carlo super-Lattice code designed to simulate with atomic resolution the kinetics of processes (e.g., PVD, CVD, laser annealing) involving elements, alloys and compounds characterized by the sp3 bond symmetry.

  • Updated Dec 11, 2023
  • Fortran

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