Differential Equations
Video Lectures
Displaying all 32 video lectures.
I. First-order Differential Equations | |
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Integral Curves The Geometrical View of y'=f(x,y): Direction Fields, Integral Curves. |
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Euler's Method for y'=f(x,y) Euler's Numerical Method for y'=f(x,y) and its Generalizations. |
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Solving First-order Linear ODE's Solving First-order Linear ODE's; Steady-state and Transient Solutions. |
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Bernouilli and Homogeneous ODE's First-order Substitution Methods: Bernouilli and Homogeneous ODE's. |
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First-order Autonomous ODE's First-order Autonomous ODE's: Qualitative Methods, Applications. |
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Complex Numbers and Exponentials Complex Numbers and Complex Exponentials. |
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First-order Linear with Constant Coefficients First-order Linear with Constant Coefficients: Behavior of Solutions, Use of Complex Methods. |
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Applications Continuation; Applications to Temperature, Mixing, RC-circuit, Decay, and Growth Models. |
II. Second-order Linear Equations | |
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Solving Second-order Linear ODEs Solving Second-order Linear ODE's with Constant Coefficients: The Three Cases. |
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Undamped and Damped Oscillations Continuation: Complex Characteristic Roots; Undamped and Damped Oscillations. |
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Theory of General 2nd-Order ODEs Theory of General Second-order Linear Homogeneous ODE's: Superposition, Uniqueness, Wronskians. |
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Theory for Inhomogeneous ODE's Continuation: General Theory for Inhomogeneous ODE's. Stability Criteria for the Constant-coefficient ODE's. |
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Finding Sto Inhomogeneous ODE's Finding Particular Sto Inhomogeneous ODE's: Operator and Solution Formulas Involving Ixponentials. |
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Resonance Interpretation of the Exceptional Case: Resonance. |
III. Fourier Series | |
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Introduction to Fourier Series Introduction to Fourier Series; Basic Formulas for Period 2(pi). |
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Even and Odd Functions Continuation: More General Periods; Even and Odd Functions; Periodic Extension. |
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Solutions via Fourier Series Finding Particular Solutions via Fourier Series; Resonant Terms; Hearing Musical Sounds. |
IV. The Laplace Transform | |
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Intro to the Laplace Transform Introduction to the Laplace Transform; Basic Formulas. |
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Using the Laplace Transform Derivative Formulas; Using the Laplace Transform to Solve Linear ODE's. |
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Convolution Formula Convolution Formula: Proof, Connection with Laplace Transform, Application to Physical Problems. |
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Using the Laplace Transform Using Laplace Transform to Solve ODE's with Discontinuous Inputs. |
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Dirac Delta Function Use with Impulse Inputs; Dirac Delta Function, Weight and Transfer Functions. |
V. First Order Systems | |
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First-order Systems of ODE's Introduction to First-order Systems of ODE's; Solution by Elimination, Geometric Interpretation of a System. |
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Homogeneous Linear Systems Homogeneous Linear Systems with Constant Coefficients: Solution via Matrix Eigenvalues (Real and Distinct Case). |
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Complex Eigenvalues Continuation: Repeated Real Eigenvalues, Complex Eigenvalues. |
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Sketching Linear Systems Sketching Solutions of 2x2 Homogeneous Linear System with Constant Coefficients. |
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Matrix Methods for Systems Matrix Methods for Inhomogeneous Systems: Theory, Fundamental Matrix, Variation of Parameters. |
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Matrix Exponentials Matrix Exponentials; Application to Solving Systems. |
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Decoupling Linear System Decoupling Linear Systems with Constant Coefficients. |
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Non-linear Autonomous Systems Non-linear Autonomous Systems: Finding the Critical Points and Sketching Trajectories; the Non-linear Pendulum. |
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Limit Cycles Limit Cycles: Existence and Non-existence Criteria. |
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Relations Between Systems Relation Between Non-linear Systems and First-order ODE's; Structural Stability of a System, Borderline Sketching Cases; Illustrations Using Volterra's Equation and Principle. |