Long-term probabilistic forecasting of quasiperiodic phenomena using Koopman theory
☆37Jan 22, 2022Updated 4 years ago
Alternatives and similar repositories for koopman-forecasting
Users that are interested in koopman-forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Probabilistic Koopman: long-term time-series forecasting under quasi-periodic uncertainty☆24Nov 3, 2021Updated 4 years ago
- Linear and non-linear spectral forecasting algorithms☆138Feb 12, 2021Updated 5 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆39Sep 9, 2025Updated 11 months ago
- ☆15Oct 7, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- Here you can find the code for the paper "Training robust neural networks using Lipschitz bounds"☆10Sep 20, 2020Updated 5 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆76Dec 28, 2025Updated 7 months ago
- ☆15Jul 6, 2023Updated 3 years ago
- Source code for "Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control" fro…☆46May 28, 2019Updated 7 years ago
- Using Machine Learning to Predict Extreme Events in Complex Systems☆14Dec 15, 2019Updated 6 years ago
- Code associated with our paper "Learning Group Structure and Disentangled Representations of Dynamical Environments"☆15Dec 8, 2022Updated 3 years ago
- Code for "Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation" BSSA 2024☆16Apr 22, 2026Updated 3 months ago
- A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic…☆14Jun 7, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ROVER: robust data access tool for FDSN data centers☆13Dec 23, 2025Updated 7 months ago
- This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operato…☆17Nov 23, 2021Updated 4 years ago
- ☆14Jun 18, 2021Updated 5 years ago
- Array-based CNNs for automatic earthquake detection and 4D localization☆11Apr 14, 2026Updated 4 months ago
- Portfolio Construction using Stratified Models☆13Mar 25, 2021Updated 5 years ago
- ☆14Aug 29, 2022Updated 3 years ago
- Adaptive MCMC and CMA-ES Python code☆14Sep 19, 2019Updated 6 years ago
- Code for "MetaFun: Meta-Learning with Iterative Functional Updates"☆14Aug 27, 2020Updated 5 years ago
- Radiative transport in 3D Earth models☆13Mar 5, 2020Updated 6 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.
- ☆10Dec 17, 2019Updated 6 years ago
- ☆12Jul 29, 2021Updated 5 years ago
- ☆15Dec 18, 2023Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Jul 30, 2022Updated 4 years ago
- ☆19Jun 4, 2024Updated 2 years ago
- Python code for repeating earthquakes☆12Aug 30, 2022Updated 3 years ago
- neural networks to learn Koopman eigenfunctions☆491Mar 22, 2024Updated 2 years ago
- Real-time and historical visualization of US hydrology☆12Jun 23, 2015Updated 11 years ago
- Developing project for shallow seismic structure imaging☆12Sep 24, 2024Updated last year
- 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.
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Jul 30, 2024Updated 2 years ago
- Seismology AI Tool☆55Mar 23, 2026Updated 4 months ago
- Fast uncertainty quantification for scientific machine learning (SciML) and differential equations☆70Updated this week
- LitMod2D_2.0 is a tool to unravel the thermal, compositional, density, and seismological structure of the crust and upper mantle (~400 k…☆11Apr 3, 2025Updated last year
- A CVXPY extension for saddle problems☆28Mar 1, 2026Updated 5 months ago
- ☆19Feb 3, 2022Updated 4 years ago
- ☆11Jul 15, 2024Updated 2 years ago