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Differential Equations, Studying the Unsolvable (3Blue1Brown)

by Grant Sanderson · 3Blue1Brown

Opening chapter of Grant Sanderson's differential equations series. Uses the pendulum to show why most differential equations have no closed-form solution, introducing state vectors, phase space, and step-by-step numerical integration from an initial condition. Gives the geometric picture, a point moving through phase space under a vector field, that makes the initial condition feel like a starting position rather than an arbitrary constant.

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More resources on Initial Value Problems

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Wolfram MathWorld

MathWorld is an online mathematics encyclopedia from Wolfram Research offering detailed, browsable articles on topics across the math spectrum, including algebra, geometry, calculus, and number theory. Each entry includes definitions, theorems, formulas, diagrams, worked examples, and links to further reading.

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Paul's Online Math Notes - Differential Equations

Paul Dawkins' free Lamar University notes for a first ODE course, with worked examples on first-order equations, second-order linear equations, Laplace transforms, systems and series solutions, so learners can solve initial value problems by hand step by step.

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Introduction to Differential Equations

Learn differential equations: explore methods for solving, modeling, and analyzing them. Taught by the Khan Academy Team.

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Differential Equations, Dynamical Systems, and an Introduction to Chaos (3rd Edition)

Proof-based successor to Hirsch and Smale's classic, building phase space theory from linear systems and canonical forms through nonlinear flows, equilibria and stability, limit sets, the Poincare-Bendixson theorem, bifurcations, and chaotic attractors, with exercises.

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Qualitative Behavior: Phase Portraits (MIT 18.03SC)

Covers sketching trajectories of two-dimensional linear systems in the phase plane, classifying critical points as nodes, saddles, spirals or centers, and reading stability from the trace-determinant diagram. Includes notes, problem-solving videos, Mathlet demonstrations and practice problems with solutions, so learners can sketch portraits unaided.

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Exploring ODEs

SIAM textbook by Trefethen, Birkisson and Driscoll, released free as a PDF by the authors. Treats initial value problems, boundary value problems, stiffness, blow-up and chaos, illustrating each concept with short Chebfun computations and roughly 400 generated figures. Bridges the gap between symbolic IVP technique and what solutions really do: every example is solved numerically and plotted, so learners see stiffness, sensitivity to initial data and finite-time blow-up rather than reading about them.

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