Search Results for "agent based modelling"
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Showing 24 open source projects for "agent based modelling"
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PhysiCell
physics-based multicellular simulator
PhysiCell is a cross-platform C++ framework for large, physics-based multicellular simulations. -
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Conscious Artificial Intelligence
It's possible for machines to become self-aware.
This project is a quest for conscious artificial intelligence. A number of prototypes will be developed as the project progresses. This project has 2 subprojects: Object Pascal based CAI NEURAL API - https://github.com/joaopauloschuler/neural-api Python based K-CAI NEURAL API - https://github.com/joaopauloschuler/k-neural-api A video from the first prototype has been made: http://www.youtube.com/watch?v=qH-IQgYy9zg Above video shows a popperian agent collecting mining ore from 3 mining sites and bringing to the base. ... -
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GroIMP
Growth-grammar related Interactive Modelling Platform
Important: Groimp migrates to Gitlab. You can find the latest code at "https://gitlab.com/grogra/groimp/". The version on Sourceforge will not be updated anymore. The modelling platform GroIMP is designed as an integrated platform which incorporates modelling, visualisation and interaction. It exhibits several features which makes itself suitable for the field of biological or ALife modelling: The “modelling backbone” consists in the language XL. It is fully integrated, e.g., the... -
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CBMPy
PySCeS Constraint Based Modelling
...CBMPy implements popular analyses such as FBA, FVA, element/charge balancing, network analysis and model editing as well as advanced methods developed for the ecosystem modelling. CBMPy supports user interaction via: - interactive console or as a library for advanced use - GUI, visual representation of the model, analysis methods - a SOAP based webAPI exposes high level functionality via web services -
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The complexity of cellular networks is an outstanding challenge for documentation, visualisation and mathematical modelling. In this project, we develop a new way to describe these networks that minimises the combinatorial complexity and allows an automatic visualisation and export of mathematical (ODE/rulebased) models.
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Exreco
EXperimental REplicator COllider
The project is moved to GitHub : https://github.com/bekisz/exreco/ Exreco is a agent based platform for the simulation and study of the Darwinian evolutionary process. It aims to support the exploration of genetically rooted phenomena like - aging (programmed cell death) - sexual and asexual reproduction - altruism of individuals - spread of diseases The typical way of using Exreco starts by defining the behavior of your replicators ( agents that can reproduce and evolve over time), and defining the environment of these replicators. ... -
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OpenFlux2 is an extended version of OpenFLUX (https://sourceforge.net/projects/openflux/) - the modern MATLAB-based modelling software for 13C flux analysis (MFA). The following features were implemented in OpenFLUX2, which were not present in original software: integrated support for calculation and analysis of parallel labeling experiments (PLE), extended statistical analysis of parameter estimation results, calculation of fluxes and measurements correlation, structural identifiability analysis and elements of experimental design.
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abc-sde
approximate Bayesian computation for stochastic differential equations
...It performs approximate Bayesian computation for stochastic models having latent dynamics defined by stochastic differential equations (SDEs) and not limited to the "state-space" modelling framework. Both one- and multi-dimensional SDE systems are supported and partially observed systems are easily accommodated. Variance components for the "measurement error" affecting the data/observations can be estimated. A 50-pages Reference Manual is provided with two case-studies implemented and discussed. The methodology is based on the research article available at http://arxiv.org/abs/1204.5459 Author's research page is http://www.maths.lth.se/matstat/staff/umberto/ -
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TreeGrOSS Forest Growth Simulation
Software for modelling tree growth
Tree Growth Open Source Software is a Java based version of the forest growth simulator for north west Germany BWINPro. -
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ELECANS
Electronic Computational Cancer Systems Biology Simulation Studio
A computational model development and simulation environment for cancer systems biology. ELECANS is the state of the art in the multi agent simulation tools available for computational modeling of tumorigenesis in a variety of tissues. -
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SunlightCBM is a suite of perl scripts for constraint-based modelling and flux-balance analysis in metabolic networks.
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Modern MATLAB-based modelling software for 13C metabolic flux analysis (MFA). Support available in Google group (https://groups.google.com/d/forum/13cmfa-openflux).
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A rule-based modelling framework for allosteric proteins and biochemical networks.
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NeuroBees
Multi-agent algorithm
Software tool (NEURON, Python, C++) based on the multi-agent Bee algorithm and aiming at multi-parametric optimization. 2 versions : - Link with NEURON (need download and install NEURON and NEURON-python) - Autonomous, with two types of neurones (Izhikevich and hodgkin huxley) -
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MASyV (Multi-Agent System Visualization) enables one to write agent-based models/cellular automata, eg. in C, visualize them in real time & capture to movie file with MASyVs GUI & message passing lib. Includes examples: Hello World, ants, viral infection
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URBAN – a Unified Rule-Based and Allosteric Network compiler and simulator for quantitative modelling in systems and synthetic biology
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The Hybrid Calculus of Wrapped Compartments is a language for the modelling of biological processes; it combines the precision of a stochastic approach with the efficiency of a ODE-based one. HCWC-sim is a OCaml implementation of the HCWC calculus.
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TACS (Trust Ant Colony System) is a Trust model for P2P, Ad-hoc and Wireless Sensor networks (also valid for multi-agent systems) based on the bio-inspired algorithm ACS (Ant Colony System).
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The primary goal of the JES is to develop Distributed Configuration Service for client/server,clusters,grids,agent based architectures.
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Narrator is a graphical modelling tool for the description of dynamical systems and processes. Narrator is SBML compatible.
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Anthill is a framework to support the design, implementation and evaluation of P2P applications based on ideas such as multi-agent and evolutionary programming borrowed from the complex adaptive systems area.
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