IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23
☆16Oct 21, 2023Updated 2 years ago
Alternatives and similar repositories for IDToolkit
Users that are interested in IDToolkit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are s…☆16Mar 14, 2025Updated last year
- GAN-enabled metasuraface design☆73Jan 14, 2021Updated 5 years ago
- ☆22May 28, 2024Updated 2 years ago
- Optimization and inverse design of photonic chips using deep reinforcement learning☆108Apr 11, 2023Updated 3 years ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆13Jun 22, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A browser-based visualization of chemistry papers, specifically morphology, material, and chemical data extracted from them. The UI was m…☆10Jun 21, 2022Updated 4 years ago
- Silicon Photonics Design Tools.☆72Sep 6, 2025Updated last year
- Neural Inverse Design of Nanostructures☆54Oct 31, 2023Updated 2 years ago
- ☆12Mar 30, 2021Updated 5 years ago
- Code for "Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering" (C.C. Wanjura and F. Marquardt).☆12Apr 16, 2024Updated 2 years ago
- Adjoint-solver module for MEEP.☆11Dec 7, 2019Updated 6 years ago
- Code to train a Multiple-Input Fourier Neural Operator (MIFNO) to predict the solution of 3D source-dependent Partial Differential Equati…☆15Jan 11, 2026Updated 9 months ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆21Mar 25, 2024Updated 2 years ago
- Base repository for simulation and control of photonic devices☆12Feb 7, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The implementation for ICLR2023 paper: "BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion" in PyTorch.☆18May 25, 2023Updated 3 years ago
- ☆17Feb 10, 2023Updated 3 years ago
- Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021☆14Oct 26, 2022Updated 3 years ago
- A real-time, high-frequency, real-world desktop environment that is suitable for desktop-based ML development (agents, world models, etc.…☆15Jan 23, 2025Updated last year
- ☆57Updated this week
- Source code for the paper Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems☆14Dec 15, 2020Updated 5 years ago
- Code for inverse design of metasurface☆22Feb 23, 2024Updated 2 years ago
- Build a Recurrent Neural Network solving Optimization Problems☆10Nov 17, 2021Updated 4 years ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Unofficial pytorch implementation of Piecewise Linear Unit dynamic activation function☆18Feb 8, 2023Updated 3 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- Another inverse design library (wip)☆18Jan 7, 2023Updated 3 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 4 years ago
- Artificial nanofabrication of integrated photonic circuits☆79Feb 4, 2026Updated 8 months ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆13Mar 24, 2023Updated 3 years ago
- rbf network based control for robot manipulator☆15Feb 21, 2022Updated 4 years ago
- Separation of planning concerns in ReAct-style LLM agents. Planner fine-tuning on synthetic trajectories.☆20Jul 28, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for running experiments in our ISMIR'21 paper titled: "Is Disentanglement enough? On Latent Representations for Controllable Music G…☆12Aug 7, 2021Updated 5 years ago
- 3 physical problems + multiple ML architectures benchmarking☆17Sep 19, 2022Updated 4 years ago
- QT+OpenGL实现机械臂3d显示与控制☆17Jan 3, 2022Updated 4 years ago
- ☆45Oct 30, 2022Updated 3 years ago
- Computes trajectories for evolutionary dynamics.☆15Oct 6, 2020Updated 6 years ago
- ☆19Jan 2, 2025Updated last year
- Official repository for "Structure-Enhanced Pop Music Generation via Harmony-Aware Learning", ACM MM 2022.☆14Mar 22, 2023Updated 3 years ago