Explore tweets tagged as #FunWithModels
Added matplotlib animations to the analog emulator oscilloscope😊 #FunWithModels .Little tutorial (ipynb) on these in my #PythonUtils repo.
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Trajectory through the phase space of a simple damped harmonic oscillator (e.g., a pendulum), plotted with matplotlib animation tools. Code below. #FunWithModels #DynamicalSystems.
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A many-to-one mapping of physical states to system states should be at the core of the theory of biology. I made an example of how this can work with an inductor-capacitor circuit and a Newtonian mass-spring system (👉Model_Details .ipynb). #FunWithModels
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Following a saga of exploding voltages and hair pulling, I have added an inductor class. Now emulating RC, LC, and RLC circuits🤓⚡️ #FunWithModels.
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On a lighter note . Here's an animation of a 2D discrete time random walk a lattice😊 #FunWithModels #TEqualNTauTuesday Code below👇.
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Just finished some notes on 1D simple and correlated random walks. Now on to higher dimensions🧊 #FunWithModels #StochasticSaturday
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Updates to the model background. Why should biologists learn circuit design? Because these physical systems can be made analogous to biological processes, but unlike symbolic models, one can't ignore energy and physical structure. #FunWithModels
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The mean position of a 1D random walk is the origin. The walk will visit every position an infinite number of times. The RMSD (StDev of position) grows infinitely as the square root of time. This simple model is foundational to thermodynamics. #FunWithModels #Bioenergetics
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Working on a reference of examples for making matplotlib animations. Thought I'd share in case it's helpful. Get the code for these here👇 #FunWithModels #Python_Utils .
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More recreational matplotlib animations. Probability mass function for a simple 1D random walk with 100 steps😃 #FunWithModels
Playing around with #matplotlib's animation tools. having a blast😋 A simple 1D random walk (left) with accompanying variance (MSD; right). #FunWithModeling
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In an effort to understand analog computing I'm making an emulator in #Python. Physical circuits seemed too intimidating😅. Just an RC integrator right now. Adding op-amp components next. Great way to master DiffEqs😎 #FunWithModels .
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I've added a diode component class⚡️ Boy did I learn some things about linear approximation in the process😅 Next up transistors! Model details (.ipynb) are fully updated. #FunWithModels
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Python code for numerical integration with first and second order Runge-Kutta methods. Used simple population growth and predator-prey models as examples🤙 #FunWithModels.
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