jlager / BINNs
Biologically-informed neural networks
☆27Updated 4 years ago
Alternatives and similar repositories for BINNs:
Users that are interested in BINNs are comparing it to the libraries listed below
- ☆36Updated 3 years ago
- SBINN: Systems-biology informed neural network☆31Updated 2 weeks ago
- Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics☆26Updated 7 years ago
- ☆21Updated 4 years ago
- ☆36Updated 3 years ago
- Stiff Neural Ordinary Differential Equations☆32Updated last year
- Benchmark for learning stiff problems using physics-informed machine learning☆11Updated 3 years ago
- Modeling Latent Flow Structure using Hodge Decomposition☆12Updated 2 weeks ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆23Updated 6 years ago
- Learning unknown ODE models with Gaussian processes☆26Updated 6 years ago
- ☆27Updated 6 years ago
- ☆19Updated 2 years ago
- ☆29Updated 2 years ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆14Updated 3 years ago
- Finite State Projection algorithms for chemical reaction networks☆19Updated 5 months ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated 2 years ago
- No need to train, he's a smooth operator☆43Updated 4 months ago
- GenSSI 2.0 - Generating Series for testing Structural Identifiability☆14Updated 11 months ago
- Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations☆45Updated 4 months ago
- ☆14Updated 4 years ago
- Julia library providing functionality for modeling Simplicial Complexes and Cochains over them. Its main feature is a clean interface to …☆17Updated 2 months ago
- Optimal transport and generalizations☆62Updated 5 years ago
- TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics☆112Updated 7 months ago
- a collection of modern sparse (regularized) linear regression algorithms.☆61Updated 4 years ago
- Nonparametric Differential Equation Modeling☆53Updated last year
- SIAN (Structural Identifiability ANalyser) is a software for assessing structural identifiability of ODE models.☆21Updated last year
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆10Updated last year
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Updated 4 years ago
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago