CODEE Journal

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PINNLab: An Interactive Dashboard for Teaching Data-Driven Parameter Estimation in Differential Equations using Physics-Informed Neural Networks
Mohan J. Parthasarathy and Padmanabhan Seshaiyer

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Expanding ODE Examples: Introducing Gene Regulation Dynamics through Hill Functions
Maila Hallare and Jane M. Santamore

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Project-Based Learning with ODEs: Modeling Straw Rocket Motion with Air Resistance
Viktoria Savatorova, Ethan Dyer, and Aleksei Talonov

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The butterfly effect in economics: Exploring chaos with a simple financial model
Sandy HS Herho

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From Cork to Coasting: A Multi-Stage ODE Model of Water-Rocket Flight
Viktoria Savatorova, Patryk Kustra, Ethan Dyer, Connor Carlson, and Aleksei Talonov

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The 3D Double Spherical Pendulum: Modeling, Analysis, and Simulations
Alexander Gofen

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Exploring Parameter Sensitivity Analysis in Mathematical Modeling with Ordinary Differential Equations
Viktoria Savatorova

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Machine Learning for Modeling in an Elementary Differential Equations Class
Nathan Albin, Andrew G. Bennett, and Abhinav Chand

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Climate Change in a Differential Equations Course: Using Bifurcation Diagrams to Explore Small Changes with Big Effects
Justin Dunmyre, Nicholas Fortune, Tianna Bogart, Chris Rasmussen, and Karen Keene

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Coupled-Pendulum Modeling in an ODE Class: An Assignment on Fourier-Initialized Gradient Descent in Machine Learning
Huy Truong and Andrew Bennett