How to use this course
Josiah Willard Gibbs spent almost his whole life in one house in New Haven and published mostly in the transactions of a small local academy. From there he reorganized three subjects. His memoir on heterogeneous equilibrium turned thermodynamics into a tool for chemists. His lecture notes on vectors replaced quaternions with the dot and cross products every engineer now uses. His last book founded statistical mechanics in the form physicists still teach. This course follows those three strands, plus a short excursion into Fourier series, alongside the story of his unusually quiet career.
- Multivariable calculus: partial derivatives, total differentials, Lagrange multipliers.
- A first course in thermodynamics: the first and second laws, entropy, ideal gases.
- Linear algebra and basic vector calculus for Lesson 08.
- For Lesson 09, Hamiltonian mechanics and some probability.
- For Lesson 10, Fourier series.
Each technical lesson opens with a paragraph for the general reader, then gives precise statements, derivations and exercises with folded solutions. The order follows Gibbs’s own: geometric thermodynamics (1873), heterogeneous equilibrium (1875–1878), vector analysis (1881–1884), and statistical mechanics (1902). Notation is modern, with Gibbs’s own symbols noted where they survive.
Timeline
| 1839 | Born 11 February in New Haven, Connecticut, the only son among five children of Josiah Willard Gibbs Sr., professor of sacred literature at Yale, and Mary Anna Van Cleve. |
| 1854 | Enters Yale College after Hopkins Grammar School. |
| 1858 | Graduates from Yale near the top of his class, with prizes in Latin and mathematics. |
| 1861 | His father dies. |
| 1863 | PhD at Yale, On the Form of the Teeth of Wheels in Spur Gearing, the first American doctorate in engineering. Becomes a tutor at Yale. |
| 1866 | Patents a railway car brake. Leaves for Europe. |
| 1866–69 | Studies in Paris, Berlin and Heidelberg. |
| 1869 | Returns to New Haven in June. |
| 1871 | Appointed professor of mathematical physics at Yale, without salary. |
| 1873 | First papers: graphical methods and thermodynamic surfaces. |
| 1875–78 | On the Equilibrium of Heterogeneous Substances, in two parts, in the Transactions of the Connecticut Academy. |
| 1879 | Elected to the National Academy of Sciences. James Clerk Maxwell, who had modelled his thermodynamic surface in clay, dies. |
| 1880 | Johns Hopkins offers a paid chair; Yale responds with a salary and he stays. Rumford Prize. |
| 1881, 1884 | Privately prints Elements of Vector Analysis for his students. |
| 1882–89 | Five papers on the electromagnetic theory of light. |
| 1891 | Irving Fisher, later a leading economist, completes his doctorate under Gibbs. |
| 1892 | Wilhelm Ostwald’s German translation of the equilibrium memoir appears. |
| 1897 | Foreign Member of the Royal Society. |
| 1898–99 | Letters to Nature on Fourier series; the correction of April 1899 describes the overshoot now named after him. |
| 1899 | Henri Le Chatelier’s French translation of the memoir. |
| 1901 | Copley Medal of the Royal Society. E. B. Wilson’s Vector Analysis, based on Gibbs’s lectures. |
| 1902 | Elementary Principles in Statistical Mechanics. |
| 1903 | Dies 28 April in New Haven, aged 64. Buried in Grove Street Cemetery. |
New Haven and Yale, 1839–1866
Josiah Willard Gibbs was born in New Haven on 11 February 1839. His family had come from Warwickshire to Boston in the seventeenth century and included a long line of New England clergymen and scholars. His father, also Josiah Willard Gibbs, was a philologist and professor of sacred literature at Yale. In 1839 the elder Gibbs found an interpreter who could speak with the African captives of the slave ship Amistad, which allowed them to give testimony at their trial. The son grew up in the house his father built near the college and lived there for almost all his life.
He attended Hopkins Grammar School and entered Yale College in 1854, aged 15. He won prizes in Latin and mathematics and graduated in 1858. He stayed on for graduate study in engineering, guided by the mathematician and astronomer Hubert Anson Newton. His father died in 1861; the inheritance gave Gibbs a modest independent income, which later allowed him to work for years without pay.
The first engineering doctorate
In 1863 Yale awarded him a PhD for the thesis On the Form of the Teeth of Wheels in Spur Gearing. It was the first doctorate in engineering conferred in the United States, and one of the first American PhDs of any kind. The thesis treats the shape of gear teeth by the methods of geometry, a habit of mind that returns in his thermodynamics a decade later. He then served three years as a tutor at Yale, teaching Latin for two years and natural philosophy for the third. In 1866 he patented an improved railway car brake and read a paper to the Connecticut Academy on the proper size of units of length.
Paris, Berlin, Heidelberg, 1866–1869
In 1866 Gibbs left for three years in Europe, the only long period of his life spent away from New Haven. American science had no graduate schools of the European kind, and a year or two at a German university was the standard finishing school for ambitious scholars.
He spent the winter of 1866–67 in Paris, attending lectures by Joseph Liouville and Michel Chasles at the Sorbonne and the Collège de France. In Berlin he heard Karl Weierstrass, Leopold Kronecker and the physicist Gustav Magnus. In 1868–69 he was in Heidelberg, where Hermann von Helmholtz, Gustav Kirchhoff and Robert Bunsen were then working. Physics there was being rebuilt on the principle of energy conservation, and thermodynamics was a young subject.
He published nothing in Europe and seems to have read widely rather than worked with any one teacher. What he brought home was a command of the mathematics of continental physics, a familiarity with the thermodynamics of Rudolf Clausius, and the conviction that the subject needed a clearer foundation. He returned to New Haven in June 1869.
A professor without salary, 1869–1880
In 1871 Yale appointed Gibbs professor of mathematical physics, the first such chair in the United States. It carried no salary. Yale paid professors from endowed chairs and student fees, and there was neither an endowment nor many students for mathematical physics. Gibbs lived on his inheritance and in the household of his sister Julia and her husband Addison Van Name, the college librarian.
The unpaid decade was the most productive of his life. In 1873 he published two papers on geometrical methods in thermodynamics. Between 1875 and 1878 he published On the Equilibrium of Heterogeneous Substances, about three hundred pages with seven hundred numbered equations, in the Transactions of the Connecticut Academy of Arts and Sciences. Few chemists read that journal, and fewer still could follow the mathematics. Gibbs sent offprints to scientists across Europe, and the readers who mattered most found him.
The first was James Clerk Maxwell. He added a discussion of Gibbs’s thermodynamic surfaces to the 1875 edition of his Theory of Heat and built a clay model of the surface for water, sending Gibbs a plaster cast shortly before his death in 1879. In 1880 the new Johns Hopkins University offered Gibbs a chair at 3,000 dollars a year. Yale answered with 2,000 dollars, and Gibbs, attached to New Haven, accepted. He was elected to the National Academy of Sciences in 1879 and received the Rumford Prize of the American Academy of Arts and Sciences in 1880.
Graphical thermodynamics, 1873
For the general reader. Engineers drew steam engines on a pressure–volume chart. Gibbs asked which picture would make the laws of thermodynamics most transparent, and answered with a surface: energy plotted against entropy and volume. Temperature and pressure become slopes of that surface, and the stability of matter becomes its shape.
- Write the fundamental relation \(dU=T\,dS-P\,dV\) and read temperature and pressure as slopes.
- Understand why entropy–temperature and entropy–volume diagrams are natural.
- Connect stability with convexity of the energy surface.
The fundamental equation
Clausius had shown that \(dS=\delta Q/T\) for reversible changes. Combined with the first law \(dU=\delta Q-P\,dV\), it gives the relation Gibbs took as his starting point:
\[ dU = T\,dS - P\,dV . \]Gibbs’s insight was that a single function \(U(S,V)\) contains all thermodynamic information about a simple fluid. He called such a function a fundamental equation. Its partial derivatives give the equations of state:
\[ T=\Big(\frac{\partial U}{\partial S}\Big)_V, \qquad P=-\Big(\frac{\partial U}{\partial V}\Big)_S . \]An equation of state such as \(PV=nRT\) alone is weaker: it does not determine \(U\) or \(S\).
Diagrams and surfaces
In his first 1873 paper Gibbs compared diagrams with coordinates chosen from \(P,V,T,S,U\). He favoured the entropy–temperature diagram, in which heat absorbed in a reversible process is the area \(\int T\,dS\) under the path, and the entropy–volume diagram. In the second paper he plotted \(U\) as a height over the \((S,V)\) plane. The tangent plane at a point has slopes \(T\) and \(-P\).
A homogeneous state \((S_0,V_0)\) is stable if the energy surface lies above its tangent plane at that point:
\[ U(S,V) \ge U(S_0,V_0) + T_0(S-S_0) - P_0(V-V_0) \quad\text{for all }(S,V). \]Where the surface is locally convex but some other point falls below the tangent plane, the state is metastable. Where the inequality fails locally, the state is unstable. A plane touching the surface at two or three points describes two or three phases in equilibrium at a common \(T\) and \(P\).
Why. Suppose the system, held in a medium at temperature \(T_0\) and pressure \(P_0\), could split or move to another state with the same total entropy and volume budget drawn from the medium. The available energy is \(U-T_0S+P_0V\), the height of the surface above the tangent plane. A state is stable when no other state has a lower value of this quantity. The plane touching at two points is then the geometric form of phase coexistence, as in the hero figure.
Exercise 4.1For a monatomic ideal gas of \(n\) moles, \(S=nR\ln\!\big(V U^{3/2}\big)+\text{const}\). Invert to find \(U(S,V)\) and derive both equations of state.
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Exercise 4.2Show that on a temperature–entropy diagram, the net work in a reversible cycle equals the enclosed area, and compute the efficiency of a Carnot cycle from the picture.
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Exercise 4.3Show that local convexity of \(U(S,V)\) implies \(C_V>0\).
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Chemical potential and equilibrium
For the general reader. Water evaporates, salt dissolves, a gas reacts. To predict which way matter will go, Gibbs gave each substance in each phase a number, its chemical potential. Matter flows from high potential to low, as heat flows from hot to cold, and equilibrium is reached when the potentials match.
- State Gibbs’s variational criterion of equilibrium.
- Derive the equality of temperature, pressure and chemical potentials across phases.
- Prove the Euler and Gibbs–Duhem relations.
The memoir opens with two lines from Clausius: the energy of the world is constant, and its entropy tends to a maximum. Gibbs turned them into a criterion.
An isolated system is in equilibrium if and only if, for all possible variations of its state that do not alter its energy, the variation of its entropy is zero or negative:
\[ (\delta S)_U \le 0 . \]Equivalently, for all variations that do not alter its entropy, \((\delta U)_S\ge0\).
The chemical potential
For a homogeneous phase containing amounts \(n_1,\dots,n_r\) of \(r\) independent components, Gibbs extended the fundamental equation to
\[ dU = T\,dS - P\,dV + \sum_{i=1}^{r}\mu_i\,dn_i, \qquad \mu_i=\Big(\frac{\partial U}{\partial n_i}\Big)_{S,V,n_{j\ne i}} . \]He called \(\mu_i\) the potential of component \(i\); the symbol \(\mu\) is his.
If several phases \(\alpha,\beta,\dots\) of a system are in contact and each component can pass freely between them, then at equilibrium
\[ T^{\alpha}=T^{\beta}=\cdots,\qquad P^{\alpha}=P^{\beta}=\cdots,\qquad \mu_i^{\alpha}=\mu_i^{\beta}=\cdots\quad(i=1,\dots,r). \]Derivation. Apply \((\delta U)_S\ge0\) to two phases with \(\delta S^\alpha=-\delta S^\beta\), \(\delta V^\alpha=-\delta V^\beta\), \(\delta n_i^\alpha=-\delta n_i^\beta\). Then
\[ \delta U=(T^\alpha-T^\beta)\delta S^\alpha-(P^\alpha-P^\beta)\delta V^\alpha+\sum_i(\mu_i^\alpha-\mu_i^\beta)\delta n_i^\alpha\ \ge 0 \]for variations of either sign, so each bracket vanishes. If a component is absent from one phase, \(\delta n_i\) can only be positive there, and Gibbs obtained an inequality instead. He was careful about such boundary cases throughout.
Euler and Gibbs–Duhem
\(U\) is homogeneous of degree one in the extensive variables: \(U(\lambda S,\lambda V,\lambda n)=\lambda U(S,V,n)\). Differentiating at \(\lambda=1\) gives
\[ U = TS - PV + \sum_i \mu_i n_i . \]Taking the differential and subtracting the fundamental equation gives the Gibbs–Duhem relation, which shows that the intensive variables of a phase are not independent:
\[ S\,dT - V\,dP + \sum_i n_i\,d\mu_i = 0 . \]Exercise 5.1Use the Gibbs–Duhem relation for each of two coexisting phases of a pure substance to derive the Clapeyron equation \(dP/dT=\Delta s/\Delta v\).
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Exercise 5.2For an ideal gas at fixed \(T\), integrate \(d\mu=v\,dP\) to find \(\mu(T,P)\). For a mixture, why does the partial pressure \(p_i\) replace \(P\)?
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Exercise 5.3For a reaction \(\sum_i\nu_iA_i=0\) among ideal gases, show that equilibrium requires \(\sum_i\nu_i\mu_i=0\), and deduce the law of mass action.
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Free energies and the phase rule
For the general reader. In a laboratory one controls temperature and pressure, not entropy and volume. Gibbs introduced energy-like functions adapted to each set of controls. The one for constant temperature and pressure now bears his name. He also found a simple rule that counts how many phases can coexist.
- Construct the free energies by Legendre transformation.
- Prove the phase rule.
- Use the common-tangent construction for a binary mixture.
Gibbs’s three functions
Gibbs wrote \(\psi\), \(\chi\), \(\zeta\) for the functions now called the Helmholtz free energy, enthalpy and Gibbs free energy:
\[ \begin{aligned} F &= U-TS, & dF &= -S\,dT-P\,dV+\textstyle\sum\mu_i\,dn_i,\\ H &= U+PV, & dH &= T\,dS+V\,dP+\textstyle\sum\mu_i\,dn_i,\\ G &= U-TS+PV, & dG &= -S\,dT+V\,dP+\textstyle\sum\mu_i\,dn_i. \end{aligned} \]Each is a Legendre transform of \(U\) and is equally fundamental. By the Euler relation, \(G=\sum_i\mu_i n_i\): for a pure substance the chemical potential is the molar Gibbs energy.
For a system in contact with a reservoir at fixed \(T\) and \(P\), equilibrium states minimize \(G\) over all internal variations, and spontaneous processes decrease \(G\).
The phase rule
A system of \(C\) independent components distributed among \(\Phi\) coexisting phases in equilibrium has
\[ f = C - \Phi + 2 \]independently variable intensive quantities.
Proof. Each phase’s intensive state is fixed by \(T\), \(P\) and \(C-1\) mole fractions: \(\Phi(C+1)\) variables. Equilibrium imposes equal \(T\), equal \(P\) and equal \(\mu_i\) across phases: \((\Phi-1)(C+2)\) equations. The difference is \(\Phi(C+1)-(\Phi-1)(C+2)=C-\Phi+2\). Gibbs himself phrased it as \(n+2-r\) variations of phase for \(n\) components in \(r\) phases.
Common tangents
For a binary mixture at fixed \(T,P\), let \(g(x)\) be the molar Gibbs energy at mole fraction \(x\). The chemical potentials are read off the tangent line: its intercepts at \(x=0\) and \(x=1\) are \(\mu_1\) and \(\mu_2\). Two phases with compositions \(x_\alpha,x_\beta\) coexist when they share a tangent line. Any mixture with \(x_\alpha\lt x\lt x_\beta\) lowers its free energy by splitting into those two phases, in proportions given by the lever rule.
Exercise 6.1How many degrees of freedom does pure water have at its triple point? Along the liquid–vapour line? In a single phase?
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Exercise 6.2A regular solution has \(g(x)/RT=x\ln x+(1-x)\ln(1-x)+a\,x(1-x)\) (reference terms dropped). Find the spinodal, where \(g''=0\), and the critical value of \(a\) below which the mixture never splits.
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Exercise 6.3Show that \(\big(\partial G/\partial T\big)_P=-S\) implies the Gibbs–Helmholtz equation \(\big(\partial(G/T)/\partial T\big)_P=-H/T^2\).
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Stability, critical points and surfaces
For the general reader. Some states of matter are fragile: superheated water can sit above its boiling point until a bubble forms. Gibbs separated stable, metastable and unstable states and described the critical point where two phases merge. He also showed how to do thermodynamics for the thin skin between two phases, which governs soap films, droplets and catalysis.
- State the local stability conditions.
- Find a critical point from an equation of state.
- Use the Gibbs dividing surface and the adsorption equation.
A homogeneous phase of a pure fluid is locally stable only if
\[ C_V > 0 \qquad\text{and}\qquad \kappa_T = -\frac1V\Big(\frac{\partial V}{\partial P}\Big)_T > 0 . \]The boundary of local stability, where \(\kappa_T^{-1}=0\), is the spinodal. At a critical point the two coexisting phases become identical and, for a pure fluid, \((\partial P/\partial V)_T=(\partial^2P/\partial V^2)_T=0\).
Both conditions follow from the convexity of \(U(S,V)\) in Lesson 04: the second derivative of \(F(T,V)\) in \(V\) is \(-(\partial P/\partial V)_T=1/(V\kappa_T)\), and convexity of \(U\) in \(V\) at fixed \(S\) passes to \(F\) at fixed \(T\) under the Legendre transform. Gibbs also analysed the work required to create a small nucleus of a new phase inside a metastable one. This is the starting point of nucleation theory.
The dividing surface
An interface between phases has a thickness of a few molecules, through which densities vary continuously. Gibbs replaced it with a mathematical dividing surface of area \(A\) and assigned to it surface excesses: for each component, the amount actually present minus the amount there would be if each bulk phase extended unchanged up to the surface. Writing \(\Gamma_i=n_i^{\mathrm s}/A\) and \(\gamma\) for the surface tension, the surface analogue of the Gibbs–Duhem relation is:
where \(s^{\mathrm s}\) is the surface excess entropy per unit area. At constant temperature, \(d\gamma=-\sum_i\Gamma_i\,d\mu_i\).
Exercise 7.1For the van der Waals equation \(P=\frac{RT}{v-b}-\frac{a}{v^2}\), find the critical point.
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Exercise 7.2A dilute surfactant in water has \(\mu=\mu^\circ+RT\ln c\). Surface tension measurements give \(d\gamma/d\ln c=-k\) with \(k>0\). Find the surface excess. Does the surfactant collect at the surface?
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Exercise 7.3Show that for a spherical droplet of radius \(r\), mechanical equilibrium requires \(P_{\text{in}}-P_{\text{out}}=2\gamma/r\).
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Vector analysis
For the general reader. William Rowan Hamilton’s quaternions multiply four-component numbers. Maxwell used them for electromagnetism, but most of the time physicists only needed two pieces of the quaternion product. Gibbs split them apart as the dot product and the cross product, and the resulting vector algebra is the one taught in every physics course today.
- See how the dot and cross products come from the quaternion product.
- Prove the basic identities of vector algebra and calculus.
- Meet Gibbs’s dyadics, the forerunners of second-rank tensors.
From quaternions to vectors
A pure quaternion \(a=a_1i+a_2j+a_3k\) can be identified with a vector \(\mathbf a\in\mathbb R^3\). With \(i^2=j^2=k^2=ijk=-1\), the product of two pure quaternions is
\[ ab = -\,\mathbf a\cdot\mathbf b + \mathbf a\times\mathbf b . \]Gibbs’s Elements of Vector Analysis, privately printed for his students in 1881 and 1884, treated the scalar part and the vector part as separate products and dropped the quaternion. Oliver Heaviside reached the same system independently in his electromagnetic papers. Peter Guthrie Tait, the leading quaternionist, attacked the new notation in Nature in the early 1890s; Gibbs replied with a defence of vectors as the natural language of physics. Edwin Bidwell Wilson’s textbook Vector Analysis (1901), based on Gibbs’s lectures, carried the system into general use.
Dyadics
Gibbs’s most original contribution in this area was the dyadic, a formal sum \(\Phi=\sum_k\mathbf a_k\mathbf b_k\) of juxtaposed vector pairs, acting by \(\Phi\cdot\mathbf v=\sum_k\mathbf a_k(\mathbf b_k\cdot\mathbf v)\). A dyadic is a linear map of \(\mathbb R^3\), or equivalently a second-rank tensor. The stress in an elastic body and the inertia of a rigid body are dyadics, and Gibbs developed their algebra (conjugates, invariants, the idemfactor \(\mathbf{ii}+\mathbf{jj}+\mathbf{kk}\)) long before tensor notation was common in physics.
Exercise 8.1Verify \(ab=-\mathbf a\cdot\mathbf b+\mathbf a\times\mathbf b\) for \(a=i,\ b=j\) and for \(a=b=i\).
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Exercise 8.2Prove \(\mathbf a\times(\mathbf b\times\mathbf c)=\mathbf b(\mathbf a\cdot\mathbf c)-\mathbf c(\mathbf a\cdot\mathbf b)\) using \(\varepsilon_{ijk}\varepsilon_{klm}=\delta_{il}\delta_{jm}-\delta_{im}\delta_{jl}\).
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Exercise 8.3Write the inertia dyadic of a rigid body, \(\mathbf I=\sum_k m_k\big(r_k^2\,\mathbf 1-\mathbf r_k\mathbf r_k\big)\), and show that \(\mathbf L=\mathbf I\cdot\boldsymbol\omega\) for angular momentum \(\mathbf L=\sum m_k\mathbf r_k\times(\boldsymbol\omega\times\mathbf r_k)\).
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Statistical mechanics and ensembles
For the general reader. Thermodynamics describes heat without atoms. Ludwig Boltzmann and Maxwell explained it with molecules colliding in a gas. Gibbs took a more general and more abstract route: imagine a great many copies of a system, all prepared the same way, and ask how their states are distributed. Temperature, entropy and free energy then emerge as properties of that distribution.
- Define ensembles in phase space and state Liouville’s theorem.
- Derive thermodynamics from the canonical distribution.
- Understand the Gibbs entropy and the mixing paradox.
Gibbs had worked on the subject since at least 1884, the year of a paper known only from its abstract. His book Elementary Principles in Statistical Mechanics appeared in March 1902. It considers a mechanical system with Hamiltonian \(H(q,p)\) on a \(2N\)-dimensional phase space and an ensemble of copies described by a density \(\rho(q,p,t)\).
Under Hamiltonian flow, the ensemble density is constant along trajectories:
\[ \frac{\partial\rho}{\partial t}+\{\rho,H\}=0 . \]A density that is a function of \(H\) alone is therefore stationary.
The canonical ensemble
Gibbs singled out the stationary distribution he called canonically distributed:
\[ \rho = e^{(\psi-H)/\Theta}, \qquad e^{-\psi/\Theta}=\int e^{-H/\Theta}\,dq\,dp . \]He called \(\Theta\) the modulus and showed it behaves as temperature; today \(\Theta=k_BT\). In modern notation, with partition function \(Z=\int e^{-\beta H}\,dq\,dp/h^{3N}N!\) and \(\beta=1/k_BT\):
These satisfy \(dF=-S\,dT-P\,dV\) with \(P=-\partial F/\partial V\).
Gibbs called \(\eta=\ln\rho\) the index of probability; minus its ensemble average is the Gibbs entropy. He also defined the microcanonical ensemble (fixed energy) and the grand canonical ensemble, in which the number of particles varies and \(\rho\propto e^{\beta(\mu N-H)}\). He showed that for large systems the ensembles give the same thermodynamics, and he stated frankly that classical mechanics could not explain the specific heats of polyatomic gases, a failure resolved only by quantum theory.
The Gibbs paradox
Mixing two different ideal gases at equal \(T\) and \(P\) raises the entropy by \(\Delta S=-Nk_B\sum x_i\ln x_i\). If the gases are identical, removing the partition changes nothing, so \(\Delta S=0\). Yet the formula does not depend on how different the gases are. Gibbs resolved the discontinuity by treating permutations of identical particles as the same phase, which introduces the factor \(1/N!\) in \(Z\). Quantum mechanics later justified this as the indistinguishability of identical particles.
Exercise 9.1Show that among all distributions \(p_k\) on states of energy \(E_k\) with fixed mean energy, the Gibbs entropy \(-\sum p_k\ln p_k\) is maximized by \(p_k=e^{-\beta E_k}/Z\).
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Exercise 9.2Compute \(Z\) for \(N\) monatomic ideal-gas atoms in volume \(V\), and recover \(PV=Nk_BT\) and \(\langle H\rangle=\tfrac32Nk_BT\).
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Exercise 9.3A two-level system has energies \(0\) and \(\varepsilon\). Find the mean energy and the heat capacity. Where is the heat capacity largest?
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Exercise 9.4Two equal volumes, each holding \(N/2\) atoms of an ideal gas at the same \(T\) and \(P\), are joined. Compute \(\Delta S\) with and without the \(1/N!\) factor when the gases are identical.
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Fourier series and the Gibbs phenomenon
For the general reader. A Fourier series builds a jagged function out of smooth waves. Near a jump, the partial sums overshoot, and the overshoot never shrinks, no matter how many waves are added. Gibbs pointed this out in two short letters to Nature, and the effect bears his name, though an English mathematician had found it fifty years earlier.
- Know the history: Wilbraham, Michelson, Gibbs, Bôcher.
- Compute the limiting overshoot exactly.
- Understand why the convergence is pointwise but not uniform.
History
In 1848 Henry Wilbraham analysed the overshoot in a paper that went largely unread. In 1898 Albert Michelson built a harmonic analyzer that summed Fourier series mechanically, and a correspondence in Nature between Michelson and Augustus Love discussed the series of a sawtooth wave. Gibbs joined late in 1898 with a note on the limit of the partial-sum curves; his first letter described that limit inaccurately. His correction of 27 April 1899 stated that the limiting curves extend beyond the jump by a definite amount. In 1906 Maxime Bôcher gave a full analysis and named the effect after Gibbs.
Let \(f\) be piecewise smooth and \(2\pi\)-periodic with a jump of size \(J=f(x_0^+)-f(x_0^-)>0\) at \(x_0\). Then the maxima of the partial sums \(S_Nf\) just to the right of \(x_0\) satisfy
\[ \lim_{N\to\infty}\max_{x_0\lt x\lt x_0+\delta} S_Nf(x) = f(x_0^+) + J\Big(\frac{1}{\pi}\operatorname{Si}(\pi)-\frac12\Big), \qquad \operatorname{Si}(\pi)=\int_0^\pi\frac{\sin t}{t}\,dt, \]for any small fixed \(\delta>0\). Numerically \(\operatorname{Si}(\pi)/\pi-\tfrac12\approx0.0895\): an overshoot of about 9% of the jump.
Derivation for the square wave
Let \(f(x)=\operatorname{sign}x\) on \((-\pi,\pi)\), so \(J=2\). Its series is \(f(x)=\frac4\pi\sum_{k\ge1}\frac{\sin(2k-1)x}{2k-1}\). Differentiate the partial sum with \(N\) terms:
\[ S_N'(x)=\frac4\pi\sum_{k=1}^{N}\cos(2k-1)x=\frac{2}{\pi}\,\frac{\sin 2Nx}{\sin x}. \]The first critical point to the right of 0 is \(x=\pi/2N\). There
\[ S_N\Big(\frac{\pi}{2N}\Big)=\frac2\pi\int_0^{\pi/2N}\frac{\sin2Nx}{\sin x}\,dx\ \xrightarrow[N\to\infty]{}\ \frac2\pi\int_0^{\pi}\frac{\sin t}{t}\,dt=\frac2\pi\operatorname{Si}(\pi)\approx1.1790, \]using \(t=2Nx\) and \(\sin x\approx x\). The overshoot above \(f=1\) is \(0.179\approx0.0895\times2\). The peak moves toward the jump as \(N\) grows, so the series converges at every fixed \(x\ne0\), but not uniformly.
Optics
Gibbs’s other contributions to mathematical physics in the 1880s were five papers on the electromagnetic theory of light (1882–1889). He showed that Maxwell’s equations account for double refraction, dispersion and optical rotation without special assumptions about the ether, and that they exclude longitudinal light waves automatically, where elastic-solid theories such as Kelvin’s had to impose that by hand.
Exercise 10.1Prove \(\sum_{k=1}^{N}\cos(2k-1)x=\dfrac{\sin2Nx}{2\sin x}\).
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Exercise 10.2Show that Fejér (Cesàro) means \(\sigma_N=\frac1N\sum_{n\lt N}S_n\) of the square wave never exceed 1 in absolute value. Why does this remove the overshoot?
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Teacher and reluctant celebrity, 1880–1903
Gibbs taught a small number of advanced students for three decades. His courses covered thermodynamics, vector analysis, the electromagnetic theory of light and, later, statistical mechanics. Students described his lectures as clear but unhurried, and he was patient with anyone willing to work. His doctoral students included the economist Irving Fisher (1891), whose thesis on the mathematics of value and prices drew on Gibbs’s thermodynamics; the physicist Henry Andrews Bumstead (1897), later his editor and biographer; and Edwin Bidwell Wilson (1901), who wrote up the vector lectures and later worked in statistics and public health at Harvard. Lynde Wheeler and the radio pioneer Lee De Forest also took doctorates at Yale during Gibbs’s years and are often counted among his students.
Recognition came first from Europe. Wilhelm Ostwald translated the equilibrium memoir into German in 1892, and Henri Le Chatelier translated it into French in 1899. Dutch chemists, led by Hendrik Willem Bakhuis Roozeboom, used the phase rule to organize the study of alloys and salt solutions. Gibbs was elected an honorary member of the London Mathematical Society in 1892 and a Foreign Member of the Royal Society in 1897. In 1901 the Royal Society awarded him the Copley Medal, its highest honour.
He also contributed to astronomy, adapting vector methods to compute the orbit of a comet or planet from three observations and applying them to Swift’s comet of 1880. In 1879 he derived the equations of motion now called the Gibbs–Appell equations, a form of mechanics suited to systems with non-holonomic constraints.
DiscussionGibbs published his greatest work in a little-read regional journal and did nothing to promote it beyond mailing offprints. What did this cost, and what did the slow, careful reception by Maxwell, Ostwald and the Dutch school gain?
Death and legacy
Gibbs died in New Haven on 28 April 1903, aged 64, after a short illness caused by an acute intestinal obstruction. He was buried in Grove Street Cemetery, a short walk from the house where he had lived. He never married. J. J. Thomson spoke at the memorial meeting Yale held in May 1903. Bumstead and Ralph Gibbs Van Name edited his Scientific Papers in 1906.
Albert Einstein, who had rederived much of statistical mechanics independently in 1902–1904, later said that Gibbs’s treatment was the better one and that he would not have written his own papers had he known it. Max Planck counted Gibbs among the most renowned theoretical physicists of all time.
Legacy
- Chemistry and materials: chemical potential, the Gibbs free energy, the phase rule and the common-tangent construction are the foundation of physical chemistry, metallurgy and chemical engineering.
- Physics: the ensemble formulation of statistical mechanics carried over directly into quantum statistical mechanics, where the density \(\rho\) becomes a density operator.
- Mathematics: vector algebra and dyadics, the Gibbs phenomenon, and the Gibbs measures of probability theory and ergodic theory, which extend the canonical distribution to infinite systems.
- Economics: through Irving Fisher and later Paul Samuelson, equilibrium analysis in economics borrowed Gibbs’s mathematical style.
- Honours: the American Mathematical Society has held the Josiah Willard Gibbs Lectureship since 1923. He was elected to the Hall of Fame for Great Americans in 1950 and appeared on a United States postage stamp in 2005. A lunar crater bears his name.
Final projectChoose one result from Part II. Write a two-page account for a strong undergraduate that states it, works one example in full, and explains how Gibbs’s geometric or ensemble point of view made it simpler than the approach of his predecessors.
Connections
People linked to Josiah Willard Gibbs across this collection. A name without a link has no page here yet. See Josiah Willard Gibbs in the network of all 337 lives →
Teachers and advisors
- Hubert Anson Newton 1858-1863
Students
- Ronald Fisher 1891
- Edwin Bidwell Wilson 1901
- Henry Andrews Bumstead 1897
- Lee De Forest
- Lynde Phelps Wheeler
Influenced by
- Hermann Grassmann
- Hermann von Helmholtz 1868-1869
- Joseph Liouville 1866-1867
- Karl Weierstrass 1867-1868
- Leopold Kronecker 1867-1868
- Ludwig Boltzmann
- Rudolf Clausius
- William Rowan Hamilton
Influenced
- Albert Einstein
- Jacobus Henricus van 't Hoff
- Johannes Diderik van der Waals
- Max Planck
- Wilhelm Ostwald 1892
- Henri Le Chatelier 1899
Colleagues and collaborators
Rivals
- Peter Guthrie Tait 1890-1893
Also mentioned in this life
- Robert Bunsen
- Michel Chasles
- Peter Gustav Lejeune Dirichlet
- Leonhard Euler
- Joseph Fourier
- J. J. Thomson
- William Thomson, Lord Kelvin
- Gustav Kirchhoff
- Joseph-Louis Lagrange
- Pierre-Simon Laplace
- Adrien-Marie Legendre
- Albert A. Michelson
- Isaac Newton
- Count Rumford
Fields
- thermodynamics 12 lives
- statistical mechanics 8 lives
- physical chemistry 9 lives
- mathematical physics 45 lives
On CoursesHub
Sources and further reading
Biography
- J. J. O’Connor and E. F. Robertson, Josiah Willard Gibbs, MacTutor History of Mathematics.
- Josiah Willard Gibbs, Wikipedia (with extensive references).
- Josiah Willard Gibbs, Mathematics Genealogy Project.
- H. A. Bumstead, Josiah Willard Gibbs, American Journal of Science 16 (1903), reprinted in the Scientific Papers.
- L. P. Wheeler, Josiah Willard Gibbs: The History of a Great Mind, Yale University Press, 1951.
- M. J. Crowe, A History of Vector Analysis, University of Notre Dame Press, 1967.
Physics and mathematics
- J. W. Gibbs, Graphical methods in the thermodynamics of fluids; A method of geometrical representation of the thermodynamic properties of substances by means of surfaces, Trans. Connecticut Acad. 2 (1873).
- J. W. Gibbs, On the equilibrium of heterogeneous substances, Trans. Connecticut Acad. 3 (1875–1878).
- J. W. Gibbs, Elementary Principles in Statistical Mechanics, Scribner’s, 1902.
- J. W. Gibbs, The Scientific Papers of J. Willard Gibbs, ed. H. A. Bumstead and R. G. Van Name, 2 vols., Longmans, 1906.
- E. B. Wilson, Vector Analysis, founded upon the lectures of J. Willard Gibbs, Yale University Press, 1901.
- J. W. Gibbs, Fourier’s series, Nature 59 (1898), 200, and 59 (1899), 606.
- Gibbs phenomenon, Wikipedia, for the history from Wilbraham to Bôcher.
- Elementary Principles in Statistical Mechanics, Wikipedia.
- H. B. Callen, Thermodynamics and an Introduction to Thermostatistics, 2nd ed., Wiley, 1985: the modern textbook closest to Gibbs’s approach.