PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network
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Updated
Dec 8, 2022 - Python
PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network
Dynamical Model of a Pistol in Simulink
Using Python with matplotlib to calculate and visualize/analyze randomly seeded orbits of 3 different functions.
Website for the Flexible Epidemic Modeling Pipeline
This repository contains the LaTeX source code for the abstract of my talk titled "Using AI to Model Real-World Systems: From Weather to Economics" for the Fifth International Workshop on Dynamical Systems & AI (IWDS&AI 2025), which will be held on April 16-17, 2025, at the University of Kufa, AlNajaf, Iraq.
Analytical & Programming exercises on linear control systems
Dynamical analysis of minimnal networks based on approximate majority algorithm (AM)
numerical solver for first order ODE systems via Euler and RK4 schemes
ManiDyn is a MATLAB toolbox for symbolic modelling of serial-link robot Manipulators.
Bottom-up dynamical modeling of biological systems using ordinary, partial, and stochastic differential equations.
A project on researching traditional and PINN based methods for solving an inverse problem in viral dynamics
A blazing-fast parallel Python engine to simulate stochastic reaction networks, written in Rust
Here's an implementation of the Hepatits B deterministic and controlled model derived in the paper mensioned in the README using pythons numpy and matplotlib. In addition to the notebook there is a desktop application that takes the model parameters and creates solution plots for the model.
Code associated with the Karr Lab's 2018 whole-cell modeling review in Current Opinion in Biotechnology
Comparitive work on dynamical identification that extends previous in-context learning based identification methods to different neural architectures.
🦠 Model acute and chronic hepatitis B dynamics using optimal control to inform public health strategies and enhance disease management outcomes.
Computational model for the report: Work scenarios in the ecosocial transition - 2020-2030.
Detailed paper describing python program to calculate fixed points of various functions and calculate the order of the orbits for a given seed.
Generate DAEs of k-pendulums.
Code used to constrain dark matter substructure in the solar neighborhood with Gaia eDR3 wide binaries.
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