seungjaeryanlee / MagNetLinks
Machine Learning Methods for Magnetic Modeling
☆11Updated 11 months ago
Alternatives and similar repositories for MagNet
Users that are interested in MagNet are comparing it to the libraries listed below
Sorting:
- ☆16Updated 3 years ago
- A generative model for computing electromagnetic field solutions☆60Updated 2 years ago
- A Python package for solving the coupled Maxwell-Bloch equations describing the nonlinear propagation of near-resonant light through ther…☆33Updated 4 years ago
- Spectral Solver for Schrodinger-Poisson Quantum System☆34Updated 2 months ago
- Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆62Updated 6 years ago
- Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining…☆13Updated 2 years ago
- Physics Constrained Neural Networks☆12Updated 2 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.☆71Updated 7 months ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.☆22Updated last year
- ☆32Updated 11 months ago
- A Simple Biot Savart Solver in Python☆11Updated 4 years ago
- An electromagnetic solver capable of simulating and optimizing 1D (thin-layer) structures via the semi-analytical transfer matrix method.…☆18Updated 4 years ago
- A photovoltaic simulator with automatic differentiation☆62Updated 2 years ago
- Create a basketball hoop that can make your shot always in☆4Updated 5 years ago
- A GPU-accelerated, differentiable, Maxwell FDTD solver☆61Updated last year
- Finite-difference time-domain (FDTD) package capable of dynamic modulations in the refractive index and gain/loss.☆18Updated 3 years ago
- Lecture notes and programming exercises carried out as part of the Computational Physics 1 course taught at Yachay Tech University.☆19Updated last month
- Schrodinger-Poisson solver in 1D demonstrator☆26Updated 4 years ago
- A functional and efficient python implementation of the 3D version of Maxwell's equations☆27Updated 3 years ago
- Pure Julia implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆37Updated 4 years ago
- Studying quadrature methods applied to PINNs☆26Updated 3 years ago
- Photonic crystals in Julia 🦚☆37Updated last month
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 3 years ago
- finite difference based eigensolving for Maxwell's equations and photonic structures☆14Updated 3 years ago
- An nanophotonics solver for inverse design of metamaterials☆15Updated last year
- Fourier modal method with Jax☆121Updated 4 months ago
- mechanics, statistical mechanics, fluid dynamics, thermodynamics, quantum mechanics, electromagnetism☆30Updated 5 years ago
- Solving various PDEs by employing Siren, with JAX implementation.☆9Updated 3 months ago