Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems. This framework supports the evaluation and comparison of models for systems like ordinary differential equations and partial differential equations using standardized datasets and metrics.
☆41May 4, 2026Updated 2 weeks ago
Alternatives and similar repositories for ctf4science
Users that are interested in ctf4science are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reduced order modeling with shallow recurrent decoder networks☆25Jan 20, 2026Updated 4 months ago
- Code for Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks, PNAS.☆45Updated this week
- ☆25Jul 19, 2024Updated last year
- ☆26Dec 19, 2025Updated 5 months ago
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 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.
- Examples for pscf (polymer self-consistent field theory)☆10Nov 12, 2021Updated 4 years ago
- preCICE adapter for the open source computing platform FEniCSx☆17May 12, 2026Updated last week
- ☆14Apr 24, 2026Updated 3 weeks ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆17Sep 7, 2023Updated 2 years ago
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated last year
- Multiphysics (neutron diffusion + thermal-hydraulics) model for OpenFOAM☆14May 12, 2022Updated 4 years ago
- A collection of codes and references for deep learning in fluid dynamics☆19Jun 10, 2021Updated 4 years ago
- ☆15Jan 31, 2026Updated 3 months ago
- ☆14Dec 23, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 4 months ago
- IPython-based debugging and exploring - a collection of auxiliary functions☆16Sep 19, 2025Updated 8 months ago
- Repository for computing the probability distribution of an optimal control problem☆11Oct 4, 2021Updated 4 years ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- Multi-fidelity regression with neural networks☆18Oct 29, 2025Updated 6 months ago
- Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…☆12Aug 18, 2022Updated 3 years ago
- ☆11Jan 7, 2025Updated last year
- Python library that implements ZPC: Zonotopic Data-Driven Predictive Control.☆12Sep 7, 2022Updated 3 years ago
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆121May 12, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 2D Burger's Equation (Convection + Diffusion)☆10May 13, 2021Updated 5 years ago
- [ICLR 2024] Official implementation for the paper "Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks…☆19Aug 29, 2025Updated 8 months ago
- Solving various PDEs by employing Siren, with JAX implementation.☆10Apr 13, 2025Updated last year
- Construction of control systems from predictive models via Quantization, Simulation, Modeling, Optimization☆12Sep 15, 2023Updated 2 years ago
- An automated enhanced sampling generation of training sets for chemically reactive machine learning interatomic potentials☆23Feb 13, 2026Updated 3 months ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆43Jul 17, 2025Updated 10 months ago
- Material for workshop and autumn school on scientific machine learning 2023☆23Dec 18, 2023Updated 2 years ago
- ☆10Sep 13, 2024Updated last year
- ☆19Apr 5, 2024Updated 2 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.
- A PyTorch implementation of SVGD (Stein Variational Gradient Descent), contains all examples including bayesian inference in the paper☆12Jul 30, 2020Updated 5 years ago
- [ICLR 2025] Official Implementation of "Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy …☆25Apr 17, 2025Updated last year
- Implementations of several primal-dual subgradient methods for searching traffic equilibria in the Stable Dynamics model and the Beckmann…☆10Nov 18, 2022Updated 3 years ago
- ☆21Jul 23, 2025Updated 10 months ago
- LDS-toolbox: a matlab toolbox for linear dynamical systems (LDSs) modeling☆13Mar 23, 2018Updated 8 years ago
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years ago
- ☆13Dec 19, 2023Updated 2 years ago