eleven9Silicon
Electrical Engineering · Machine Learning
A personal portfolio — Jimmy Nguyen, MD
50 Learning Pages
5 Subject Areas
ASU EE 2028
// 01 Differential Equations 26 pages
Reference Homogenous Linear ODEs Homogenous Linear ODE and Wronskian Unified ODE Unified Consolidated view connecting first-order, second-order, and systems of ODEs. Numerical Euler's Method Step-by-step numerical integration — building solutions one slope at a time. Technique Exact Differentials When M dx + N dy = 0 is exact, and how to find the potential function F(x,y). Exact Differentials - Example Exact Differentials - Example Full worked example solving an exact differential equation from identification to solution. Connections Gradient, Conservative & Exact How exact equations, conservative vector fields, and gradient fields are all the same idea. Applications Growth & Decay Exponential models — population, radioactive decay, compound interest, RC discharge. Applications Cooling & Mixing Newton's law of cooling and tank mixing problems as first-order linear ODEs. Comparison ODE vs Data Fitting When to model from first principles vs. fit a curve — understanding the distinction. Technique Separable Equations Separating variables — the cleanest first-order technique when f(x) and g(y) factor apart. Technique Integrating Factors Multiplying through by μ(x) to make a non-exact equation exact — derivation and method. Explainer Linear ODE Explainer What makes an ODE linear — structure, superposition, and why it matters for solutions. Second Order Constant Coefficient Homogeneous The characteristic equation — real distinct, repeated, and complex roots, all three cases. Second Order Distinct Real Roots — Step by Step Full worked solution for the distinct real roots case from characteristic equation to general solution. Proofs ODE Roots — Proofs Rigorous derivations showing why the three root cases produce the solution forms they do. Foundation Euler's Formula e^(iθ) = cos θ + i sin θ — derivation, geometric meaning, and how it powers complex root solutions. Second Order Second-Order ODEs Complete treatment of 2nd-order linear ODEs — structure, solution space, and all root cases. Deep Dive First & Second Order — Deep Dive Foundational first-principles treatment connecting first and second-order ODE theory. Principle Superposition Why linear ODEs allow solution sums — the superposition principle derived from linearity. Nonhomogeneous Nonhomogeneous ODEs — Unified y = y_h + y_p — the structure of nonhomogeneous solutions and how the pieces fit together. Technique Variation of Parameters Finding y_p when undetermined coefficients fails — the general method using Wronskian integrals. Technique Reduction of Order Given one solution y₁, find y₂ by substituting y = v(x)y₁ — reducing order by one. Linear Algebra Bridge Wronskian & Cramer's Rule The Wronskian as a determinant of independence — connecting ODEs to linear algebra via Cramer's rule. Systems Homogeneous Systems Systems of first-order linear ODEs — eigenvalue method and phase-plane geometry. Systems Linear Systems — Intuition Geometric and physical intuition for linear ODE systems — what eigenvalues tell you about trajectories. Theory Existence & Uniqueness — Nonlinear When are solutions guaranteed? Picard's theorem and what breaks down for nonlinear equations. Strategy ODE Solving Strategy Decision tree for classifying and solving any ODE — separable, linear, exact, homogeneous, and more.

// 02 Electromagnetics 16 pages
Reference EM Reference — Part 1 Core EM equations, Maxwell's laws, and field relationships — Part 1. Reference EM Reference — Part 2 Waves, boundary conditions, Poynting vector, and radiation — Part 2. Constants EM Constants & Equations Quick-reference table of physical constants and the equations that use them. Units EM Units SI unit reference for all electromagnetic quantities — field, flux, potential, and more. Explainer EM Units Explainer Intuitive breakdown of why the units work out — dimensional analysis for EM. Fundamentals Voltage Explained What voltage actually is — electric potential, work, and the analogy to gravitational PE. Deep Dive Electric Potential — Complete Full treatment of electric potential: definition, calculation, and relation to E-field. Energy Electric Field Energy Energy stored in electric fields — capacitors, energy density, and u = ½ε₀E². Components Capacitance Parallel plates, spherical, cylindrical — deriving capacitance from geometry. Circuit Laws Kirchhoff's Rules KVL and KCL from energy conservation and charge conservation — applied to circuits. Circuit Laws Series & Parallel Resistance, capacitance, and inductance combinations — rules and intuition. Circuit Laws Parallel Resistance Why 1/R_total = 1/R₁ + 1/R₂ — deriving the parallel formula from current splitting. Dynamic Circuits RC Circuits Charging and discharging — the ODE behind RC circuits and the time constant τ = RC. Magnetism Magnetic Forces & Fields Lorentz force, Biot-Savart, Ampere's law — the sources and forces of magnetic fields. Magnetism Magnetic Circular Motion Charged particles in magnetic fields — cyclotron motion, radius, and frequency. Magnetism Magnetic Particle Single-particle trajectory in combined E and B fields — drift, helical paths.

// 03 Vector Calculus 5 pages

// 04 Linear Algebra 2 pages

// 05 Calculus 2 1 page

// 06 Projects
// Status
Under Construction

RF systems, embedded hardware, and ML builds — coming soon.