Field (physics) Study Guide
Study Guide
📖 Core Concepts
Field – a physical quantity defined at every point in space‑time; can be scalar, vector, spinor, or tensor.
Scalar field – one number per point (e.g., temperature $T(\mathbf{r})$).
Vector field – magnitude + direction per point (e.g., wind velocity $\mathbf{u}(\mathbf{r})$).
Tensor field – multi‑index object per point (e.g., strain $\varepsilon{ij}(\mathbf{r})$, metric $g{\mu\nu}(\mathbf{r})$).
Field theory – describes how a field evolves in space‑time; classical (numbers) or quantum (operators).
Conservative field – can be written as the negative gradient of a scalar potential $V$: $\mathbf{F}= -\nabla V$.
Non‑conservative field – expressed as the curl of a vector potential $\mathbf{A}$: $\mathbf{B}= \nabla \times \mathbf{A}$.
Inverse‑square law – many classical fields (gravity, electrostatics, magnetostatics) fall off as $1/r^{2}$.
Metric tensor $g{\mu\nu}$ – the gravitational field in General Relativity, replacing the Newtonian potential.
Quantum field – a field whose excitations are particles; described by operator‑valued functions (e.g., QED, QCD).
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📌 Must Remember
Gravitational field (Newtonian)
$$\mathbf{g}(\mathbf{r}) = -G\frac{M}{r^{2}}\hat{\mathbf{r}} = -\nabla\Phi,$$
where $\Phi$ is the gravitational potential.
Electric field of a point charge
$$\mathbf{E}(\mathbf{r}) = \frac{1}{4\pi\varepsilon{0}}\frac{Q}{r^{2}}\hat{\mathbf{r}} = -\nabla V.$$
Biot–Savart law (magnetostatics)
$$\mathbf{B}(\mathbf{r}) = \frac{\mu{0}}{4\pi}\int \frac{I\,d\boldsymbol{\ell}\times\hat{\mathbf{r}}}{r^{2}}.$$
Lorentz magnetic force
$$\mathbf{F}=q\,\mathbf{v}\times\mathbf{B}.$$
Maxwell–derived field expressions
$$\mathbf{E}= -\nabla V -\frac{\partial\mathbf{A}}{\partial t},\qquad \mathbf{B}= \nabla\times\mathbf{A}.$$
Continuity equation (fluid mass)
$$\frac{\partial\rho}{\partial t}+\nabla\!\cdot\!(\rho\mathbf{u})=0.$$
Fourier’s law of heat conduction
$$\mathbf{q}= -k\nabla T.$$
Linear elasticity
$$\sigma{ij}=C{ijkl}\,\varepsilon{kl}.$$
Relativistic wave equations
Klein–Gordon (scalar field)
Dirac (spinor field)
Yang–Mills (non‑abelian gauge field).
Action principle – dynamics follow from a Lagrangian density $\mathcal{L}$ via $\delta S=0$, $S=\int \mathcal{L}\,d^{4}x$.
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🔄 Key Processes
From source to field (static)
Identify source (mass $M$, charge $Q$, current $I$).
Apply the appropriate inverse‑square formula (gravity, Coulomb, Biot–Savart).
From potentials to fields (time‑varying)
Compute scalar potential $V(\mathbf{r},t)$ and vector potential $\mathbf{A}(\mathbf{r},t)$ from charge/current distributions (retarded integrals).
Obtain $\mathbf{E}$ and $\mathbf{B}$ using the gradient/curl relations above.
Deriving equations of motion
Write the Lagrangian density $\mathcal{L}$ for the field (e.g., $\mathcal{L}= -\frac{1}{4}F{\mu\nu}F^{\mu\nu}$ for EM).
Vary the action → Euler‑Lagrange field equations → PDEs (wave, Maxwell, Navier–Stokes, etc.).
Using symmetries
Identify spacetime symmetry (rotation, translation) → transformation law for the field (scalar unchanged, vector rotates, tensor mixes).
Apply Noether’s theorem: symmetry → conserved quantity (energy, momentum, charge).
Solving PDEs
Separate variables for linear homogeneous equations (wave, heat).
Impose boundary/initial conditions → specific mode expansions or Green’s functions.
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🔍 Key Comparisons
Scalar vs. Vector vs. Tensor fields
Scalar: single number, invariant under rotations.
Vector: arrow, transforms contravariantly (components rotate).
Tensor: multi‑index object, transforms with each index (e.g., stress $\sigma{ij}$).
Conservative vs. Non‑conservative fields
Conservative: $\mathbf{F} = -\nabla V$ (gravity, electrostatics).
Non‑conservative: $\mathbf{B}= \nabla\times\mathbf{A}$ (magnetostatics).
Classical vs. Quantum fields
Classical: numbers, obey deterministic PDEs.
Quantum: operators, obey commutation relations, excitations are particles.
Newtonian gravity vs. GR metric field
Newton: scalar potential $\Phi$, $ \mathbf{g} = -\nabla\Phi$.
GR: symmetric tensor $g{\mu\nu}$, curvature replaces force.
Electric potential $V$ vs. Vector potential $\mathbf{A}$
$V$ → scalar, generates $\mathbf{E}$ via gradient.
$\mathbf{A}$ → vector, generates $\mathbf{B}$ via curl and contributes to $\mathbf{E}$ when time‑varying.
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⚠️ Common Misunderstandings
Field rank can change – a field’s tensor rank is fixed everywhere; you cannot have a scalar region and a vector region in the same field.
Magnetic field is conservative – it generally has non‑zero curl; only the vector potential guarantees $\mathbf{B}=\nabla\times\mathbf{A}$.
Sign of gradient relations – $\mathbf{E}= -\nabla V$, $\mathbf{g}= -\nabla\Phi$; forgetting the minus flips force direction.
All fields follow $1/r^{2}$ – true for point sources in empty space; in media or for extended sources the dependence changes.
Equating field strength with force – field is force per unit test quantity (charge, mass); the actual force includes that test quantity.
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🧠 Mental Models / Intuition
Field lines = “traffic flow” of influence; density of lines ≈ magnitude.
Potential landscape – think of a hill: a particle rolls down the gradient (conservative force).
Tensor as a matrix of springs – each component tells how deformation in one direction couples to stress in another.
Quantum field as a vibrating rope – each normal mode corresponds to a particle (photon, gluon, etc.).
Symmetry → conservation – rotating a perfect sphere (no preferred direction) → angular momentum conserved.
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🚩 Exceptions & Edge Cases
Magnetic fields in static situations – can be expressed via a scalar magnetic potential only in current‑free regions.
General Relativity – inverse‑square law breaks down near massive bodies; metric tensor governs geodesic motion.
Medium‑dependent fields – permittivity $\varepsilon$ and permeability $\mu$ modify Coulomb’s and Biot–Savart laws.
Non‑abelian gauge fields – Yang–Mills equations introduce self‑interaction terms absent in Maxwell’s equations.
Heat conduction – Fourier’s law assumes linear response; at very low temperatures or high gradients, non‑Fourier (hyperbolic) models apply.
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📍 When to Use Which
Scalar field → temperature, electric potential, gravitational potential.
Vector field → velocity, electric field $\mathbf{E}$, magnetic field $\mathbf{B}$.
Tensor field → stress $\sigma{ij}$, strain $\varepsilon{ij}$, metric $g{\mu\nu}$.
Newtonian formulas → weak gravity, low speeds, negligible spacetime curvature.
Metric‑tensor formulation → strong gravity, relativistic contexts (orbit near a black hole).
Biot–Savart → steady currents, magnetostatic problems.
Maxwell potentials → time‑varying electromagnetic problems, radiation.
Lagrangian density → deriving field equations, checking symmetries, quantization.
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👀 Patterns to Recognize
$1/r^{2}$ dependence → point source in empty space (gravity, Coulomb, Biot–Savart).
Field expressed as a gradient → conservative (check for potential function).
Field expressed as a curl → inherently non‑conservative (magnetic, fluid vorticity).
Presence of $\partial/\partial t$ → dynamic field, requires Maxwell–Faraday or wave equation.
Symmetric vs. antisymmetric tensors → metric $g{\mu\nu}$ (symmetric) vs. EM field tensor $F{\mu\nu}$ (antisymmetric).
Stress–strain relation linear → elasticity tensor $C{ijkl}$ constant; nonlinear → beyond Hooke’s law.
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🗂️ Exam Traps
Sign error in potentials – $\mathbf{E}= -\nabla V$; many students write $+\nabla V$.
Confusing $\mathbf{g}$ with $\mathbf{F}$ – $\mathbf{g}$ is acceleration per unit mass, not the force itself.
Assuming magnetic field has a scalar potential – only true in current‑free regions; otherwise use vector potential $\mathbf{A}$.
Mixing up $\mu{0}$ and $\varepsilon{0}$ – $\mu{0}$ appears in magnetic formulas, $\varepsilon{0}$ in electric ones.
Using Newtonian gravity for relativistic problems – ignore metric curvature → wrong predictions near massive bodies.
Neglecting the minus sign in Lorentz force – $\mathbf{F}=q\mathbf{v}\times\mathbf{B}$ (no extra minus).
Treating tensor rank as variable – a given field cannot switch between scalar, vector, and tensor character across space.
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