Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.
☆312Sep 30, 2024Updated last year
Alternatives and similar repositories for Physics-Aware-Training
Users that are interested in Physics-Aware-Training are comparing it to the libraries listed below
Sorting:
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆13Jan 31, 2022Updated 4 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆19Jan 31, 2022Updated 4 years ago
- ☆21Jul 14, 2022Updated 3 years ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Mar 2, 2023Updated 3 years ago
- Base repository for simulation and control of photonic devices☆12Feb 7, 2023Updated 3 years ago
- A simulation framework for unitary neural networks and photonic devices☆124Apr 21, 2021Updated 4 years ago
- Flexible simulation package for optical neural networks☆267Apr 22, 2020Updated 5 years ago
- ☆16Jun 29, 2021Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Aug 10, 2019Updated 6 years ago
- Tools for optimizing quantum circuits and for performing rescaling-based error mitigation.☆10Jun 21, 2022Updated 3 years ago
- Process design kit for NIST superconducting optoelectronic technologies☆15Jul 24, 2021Updated 4 years ago
- Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks☆24Sep 11, 2024Updated last year
- Notebook examples for the neurophox repository☆20Dec 2, 2019Updated 6 years ago
- Physics-aware stochastic training for single-photon-detection neural networks (SPDNNs)☆14Sep 26, 2023Updated 2 years ago
- Data and visualizations for the photontorch paper (Scientific Reports)☆18Aug 4, 2020Updated 5 years ago
- Code for predicting ground states and classifying phases of matter☆32Nov 23, 2022Updated 3 years ago
- ThRust is a software framework for thermodynamic and probabilistic computing.☆10Jun 14, 2023Updated 2 years ago
- Quantum split-step Fourier simulations for nonlinear Gaussian-state pulse propagation☆12May 18, 2025Updated 10 months ago
- Photonic circuit network simulator☆24Mar 5, 2023Updated 3 years ago
- hybrid optical electronic convolutional neural networks☆151Nov 11, 2019Updated 6 years ago
- Model predictive control for robust quantum state preparation☆10Feb 9, 2022Updated 4 years ago
- Code and data for Neural Holography☆206Dec 2, 2023Updated 2 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆40Dec 1, 2022Updated 3 years ago
- Apply DMRG to continuous systems☆12Nov 28, 2021Updated 4 years ago
- Electromagnetic Simulation + Automatic Differentiation☆404Jul 6, 2023Updated 2 years ago
- ☆35Dec 14, 2023Updated 2 years ago
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method☆65Jun 21, 2022Updated 3 years ago
- Adjoint-solver module for MEEP.☆11Dec 7, 2019Updated 6 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆41Jan 7, 2020Updated 6 years ago
- fast, large scale photonic simulation platform☆324Updated this week
- Tutorials and documentation for working with Pasqal classes in cirq☆10Jun 11, 2020Updated 5 years ago
- 😎 curated list of open source photonics projects☆559Jan 5, 2026Updated 2 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆121Mar 20, 2020Updated 6 years ago
- In this study, we propose a deep-learning-based method to image through dynamic scattering media in a non-invasive manner under incoheren…☆28Sep 11, 2024Updated last year
- Zero PDK: python-based support for open source PDKs☆28Jan 23, 2023Updated 3 years ago
- GPU-accelerated RCWA with automatic differentiation☆174Jun 15, 2024Updated last year
- Differentiable 4f microscope/phase mask simulation☆10Feb 23, 2025Updated last year
- Lensless imaging reconstruction code using Wirtinger gradient descent optimization☆20May 19, 2023Updated 2 years ago
- A differentiable bridge between phase space and Fock space☆97Feb 26, 2026Updated 3 weeks ago