The general time-independent Schrödinger equation is . For a spherically symmetric wave function, ; the Coulomb attraction between the proton and electron is . These supply respectively the kinetic and potential terms in the displayed radial equation. Rearranging identifies
as the Bohr radius.
Substitute into the rearranged equation and put . Equating the coefficients of after cancelling the exponential gives
A nonzero state has . If , these identities give and . If , they give , , and . Thus the two independent eigenfunctions and their corresponding energies are
They are eigenfunctions at different energies, rather than two independent solutions at one fixed energy.
For the higher-energy state, radial probabilities include the spherical volume factor . The normalization constant and cancel in the ratio. Using the supplied integral at and at infinity,
Hence
This calculation fixes the denominator as in the source's unparenthesized expression; interpreting it as a product with would give a negative probability.
Treat as a constant and use the canonical ensemble identity . The given formal partition function gives . The pressure is its negative volume derivative at fixed :
Equivalently . The explicit temperature dependence in must be retained; this is not the ideal-gas pressure law.
This is the Joule-Thomson coefficient, , describing a temperature change during an isenthalpic pressure change. Here is enthalpy, is the heat capacity at constant pressure, and is volume, all for the same chosen amount of substance. Starting with and using the Gibbs free-energy Maxwell relation gives
Setting proves
In a steady insulated throttle or porous plug, negligible kinetic- and potential-energy changes make the upstream and downstream enthalpies equal. A positive coefficient gives cooling on a pressure decrease; a negative one gives warming. For an ideal gas, at fixed , so the coefficient is zero. Real-gas interactions permit cooling and an inversion curve, making the effect useful in gas refrigeration and liquefaction.
The measurement of the Joule-Thomson effect with a porous plug compares pressures and thermometers on the two sides of an insulated flow restriction. Suppressing external heat exchange and separating the readings from high-speed jets are part of making the enthalpy argument applicable; an arbitrary adiabatic expansion need not be isenthalpic.
The Clapeyron equation gives the slope of a two-phase phase coexistence curve. Let and be entropy and volume per molecule, or consistently per mole. Equality of the two chemical potentials and imply
At reversible coexistence the latent heat in the same amount convention is . Therefore
The relation assumes thermodynamic equilibrium between two bulk phases of a pure substance, neglecting curvature and other work terms. For vaporization both latent heat and volume change are positive, giving a positive vapor-pressure slope. If the vapor is approximately ideal and its volume dominates, the ideal-vapor Clausius-Clapeyron approximation gives with latent heat per molecule.
Experimentally, a sealed two-phase sample in a temperature-controlled bath supplies the coexistence pressure as temperature changes. Independent calorimetry and phase-density measurements supply and , allowing the pressure slope to test the equation. The formula connects those distinct measurements and is a practical route to latent heats.
Entropy is a thermodynamic state function. For a reversible heat transfer, ; the Clausius inequality generalizes this to irreversible processes. The combined entropy of a system and its surroundings does not decrease. A subsystem can lose entropy by exporting heat or matter, so the second-law statement must specify the whole isolated combination. In a simple compressible system,
which identifies temperature, pressure and chemical potential as derivatives of the energy representation of the state function. Thermodynamic equilibrium maximizes entropy under fixed total energy, volume and particle number. A heat reservoir instead leads to minimizing the Helmholtz free energy at fixed , or the Gibbs free energy at fixed .
Statistical mechanics explains the state count. In a microcanonical ensemble, equally probable compatible microstates give Boltzmann's entropy formula, . With general discrete probabilities, the Gibbs entropy is
The microcanonical formula follows by setting every nonzero probability to . For a canonical ensemble, , so
This turns microscopic energy levels and their populations into a measurable thermodynamic quantity. Classical phase-space counting needs a consistent microscopic normalization and indistinguishability convention; quantum state counting supplies that normalization. Independent systems have multiplicative state counts and therefore additive entropies.
For an ideal gas freely expanding from volume to in an insulated enclosure, energy remains fixed while each particle gains twice the accessible position volume. The state count increases by , giving . The actual irreversible process transfers no heat. A reversible isothermal comparison path transfers heat and computes the same entropy change because the initial and final thermodynamic equilibrium states are the same.
Calorimetry supplies another connection to experiment: at fixed pressure and within one phase, , with latent-heat contributions at first-order transitions. The third law of thermodynamics fixes for an ideal perfect crystal with a unique ground state. Degeneracy or frozen disorder can produce residual entropy. Entropy thus links heat-capacity measurements, phase thermodynamic equilibrium and the number of accessible microscopic configurations.
For a spherical micelle with tails, core radius , molecular tail volume and head-group area , volume and surface counting give and . Consequently . A tail cannot span a core radius larger than its maximum length , so the amphiphile packing parameter condition is
This is a minimum area, not a maximum. The printed request reverses the geometric inequality. The limiting value corresponds to fully extended tails with ; larger head groups permit smaller spherical aggregates in this simple packing argument. The supplied data alone impose no finite maximum head-group area, and geometry alone does not guarantee thermodynamic micelle formation.
Thermal bremsstrahlung is radiation from the acceleration of electrons in the Coulomb force of ions. At fixed temperature, the encounter rate per electron is proportional to ion number density , and the number of radiating electrons per unit volume is . Therefore in a dilute, optically thin plasma. This is a binary-encounter rate, not a one-particle emission process.
For a fixed encounter geometry, the ionic electric field and hence the electron acceleration are proportional to ionic charge . The Larmor formula is quadratic in acceleration, giving at fixed species number densities. The dimensionless Gaunt factor corrects the simple classical result for the detailed quantum scattering and radiation calculation, after averaging over the thermal electron distribution. It depends on frequency and temperature and, in a more complete notation, ionic charge.
The coefficient is power per unit volume, frequency and solid angle. For uniform, optically thin, isotropic emission from , the spectral luminosity is . With photon energy , conservation of energy and the change of spectral variable give
Thus
The outside integrates over emitted solid angle; changes radiated energy to a photon count, and is the Jacobian determinant from frequency to energy.
With in and in joules, this formula produces . To compare with counts per , multiply by . Equivalently, the conversion cancels the same joule-per- factor in : one can use the numerical in in the factor, retain in , and express in in the exponential. The radius in the volume must still be converted to metres because is per .
Here is the Planck constant, is the radiation frequency, is the speed of light in vacuum, is the Boltzmann constant, and is the absolute temperature in kelvin. The quantity is spectral energy density per unit frequency, so is energy per unit volume in the interval , and is dimensionless.
Assume a dilute, nondegenerate, nonrelativistic ideal gas in local thermodynamic equilibrium, with ground-state atomic hydrogen, protons and electrons, and neglect excited atomic levels and interactions. Let the conserved number of hydrogen nuclei per volume be , so and . Equality of chemical potentials for gives the Saha ionization equation
The factor two is electron spin; and must be defined consistently with nuclear spin. The small difference between the atomic and proton translational partition functions has been neglected. Therefore
For the ground-state convention , , the statistical prefactor is one. At fixed volume is constant, whereas an isobaric heating process would not have a constant .
At fixed volume, logarithmic differentiation of the Saha ionization equation gives
Differentiation the internal energy then yields
At low temperature and . At high nonrelativistic temperature the gas is fully ionized, , and . The large intermediate excess reflects energy spent increasing ionization, as well as heating and creating additional translational particles. “Very high” here remains below regimes where relativistic, radiative or pair-creation contributions invalidate the model.
A pumped-storage plant moves water uphill using electrical power, then returns it through a turbine and generator when electricity is needed. The upper and lower reservoirs set the usable volume and head; pumps, penstocks, valves and reversible pump-turbines set the power and flow. The plant stores energy rather than generating net energy over a cycle.
Figure 1.
Gravitational storage separates reservoir energy capacity from pump and turbine power
. An original functional diagram shows an upper and a lower reservoir connected through a penstock and reversible pump-turbine. Charging uses grid electricity to lift water; discharge returns gravitational potential energy through the generator. Details.
For constant head, the gravitational energy is . With the stated generation efficiency,
At GW, gives
Head variation, dead volume and hydraulic losses beyond the stipulated efficiency have been neglected.
To deliver kWh with the same head and efficiency needs of water, roughly a m cube, together with a m elevation difference and a lower reservoir. At a m head it would need about . This contrasts with the small fuel volume: the useful energy density of lifted water depends on its external head, not its chemical composition.
Pumped storage offers long service life, fast dispatch, substantial power, and separate choices of storage volume and turbine rating. Its drawbacks include geographic constraints, construction cost and time, ecological impacts, evaporation and water requirements, plus round-trip losses. The quoted generation efficiency alone is not the round-trip efficiency because pumping also consumes more than the stored potential energy.
The rock cylinder has mass and rises through . Equating its useful energy to the reservoir result cancels the common efficiency and gravity:
Its height is about m and its lift about m, ignoring buoyancy as instructed. Stored energy scales as , excavated volume roughly as , and lined area as . If excavation dominates cost, cost per unit stored energy decreases approximately as . Seals, increasing pressure, geology, leakage, supporting structure and power equipment can change that scaling; a volume law is not a complete cost model.
A battery stores electrochemical free energy. Representative pack specific energy is of order - kWh/kg, with electrical round-trip efficiency roughly -. It responds rapidly and can be modular, but energy capacity requires more active material, and ageing depends on time, temperature and cycling.
Pumped storage stores gravitational potential energy. At a m head with generation efficiency, useful energy is Wh/kg of water. Its low mass-specific energy is acceptable when inexpensive water and large reservoirs are available. Storage volume and generator rating can be chosen substantially independently, making multi-hour service practical, but suitable sites and civil works are major constraints.
Hydrogen stores chemical energy, with a lower heating value around kWh/kg of hydrogen before allowing for tank mass. Electrolysis, compression or other storage processing, and conversion back to electricity can reduce electrical round-trip efficiency to roughly -, depending on the route. Separate tanks or caverns can make long-duration energy capacity less expensive than adding electrochemical cells, but containment, infrastructure, leakage and conversion equipment matter.
The appropriate comparison includes power rating, energy duration, cycle count, system mass or area, and whether heat or electricity is the final useful product. A large fuel heating value does not imply a high electricity-storage efficiency.
A synthetic fluid membrane is a thin, laterally fluid sheet whose components can rearrange in its plane while the sheet resists changes of area and curvature. Synthetic amphiphiles can assemble into two opposed layers with solvent-compatible groups facing outward. Their fluid in-plane response gives no equilibrium static shear modulus, but does not imply zero membrane bending rigidity or zero area-compression modulus. A thin membrane can therefore bend easily while remaining difficult to stretch. These notes cover generic synthetic interfaces.
TODO: biological, biofluid and biomolecular membrane applications are user-deferred.
A convenient continuum description is the Helfrich energy, augmented by spontaneous curvature and the Gaussian term:
Here and are mean curvature and Gaussian curvature, is preferred curvature, and have energy units, and is membrane tension with units . Leaflet asymmetry can favor nonzero . At fixed topology the integrated Gaussian term is constant for a closed surface by the Gauss-Bonnet theorem. A symmetric tensionless spherical sheet has mean-curvature bending energy , independent of its radius in this ideal model. Edge energy can favor closure, while fixed area and enclosed volume constrain the resulting shapes.
For a nearly flat sheet, its small-slope elastic membrane energy becomes
With , the equipartition theorem gives the membrane fluctuation spectrum under tension:
Bending suppresses short wavelengths, whereas positive tension suppresses the longest undulations. Their crossover is . Measuring the spectrum can separate these two contributions, provided finite image resolution, projected versus true area, and external confinement are accounted for. The drawn modes below are synthetic calculations, not an image of a sample.
For a clean liquid interface at fixed temperature and composition, surface tension is the reversible free-energy cost per added area, , so . Its units are both and . Molecules at an interface have a different environment from those in the bulk; creating more interface changes their interactions and entropy. For constant , the interfacial free energy is up to a reference constant. This is not generally identical to the internal surface energy: the interfacial entropy density is , giving internal-energy density .
A line of length in one interface transmits a tangential force , perpendicular to the line. A soap film has two interfaces, giving force on a sliding rim. Quasistatic extension by creates total area , recovering that force from . Uniform positive surface tension favors minimum area at fixed volume, hence an isolated spherical droplet when gravity is negligible. curvature gives the Young–Laplace equation, with outward normal chosen consistently:
A spherical liquid drop has ; a thin soap bubble with two similar interfaces has approximately . The capillary length compares gravity with capillarity. surface tension also restores capillary waves, rather than providing a bulk static shear modulus.
Interfacial contamination and added surfactants can change substantially; a nonuniform value produces tangential Marangoni stress. A rim-force measurement should therefore control temperature, cleanliness and the number of interfaces. Capillary-rise methods additionally need the contact angle, because the vertical component is proportional to . An independent frame-force measurement can distinguish a contact-angle change from a true change of surface tension.
The three solvent conditions describe effective interactions between segments of a generic polymer. In a good solvent, solvent contacts favor a swollen, self-avoiding coil with positive excluded volume. At a theta solvent condition, leading pair repulsion and attraction cancel; the chain has approximately ideal random-walk statistics. In a poor solvent, effective attraction contracts the chain, eventually producing a dense polymer globule for a sufficiently long chain.
For statistical segments of length , the radius of gyration has the scaling
The good-solvent power is the Flory approximation; the asymptotic three-dimensional exponent is closer to . In the ideal freely jointed chain, the more precise result is , whereas the end-to-end mean square is . Scaling notation suppresses those geometry-dependent factors. The globule power follows from a volume proportional to , and presumes a dense collapsed state away from the theta crossover. The dilute condition excludes overlap with other chains; it does not eliminate contacts between distant segments of the same chain.
Overlap means roughly one coil per coil volume. With segment volume , the corresponding polymer overlap volume fraction is
For a strong good solvent, , and hence
or about 0.063% by volume in the unit-prefactor scaling convention. The segment length cancels. A coil has no sharply defined boundary, so using or retaining a size amplitude changes an order-one prefactor. This calculation is a scaling estimate, not an exact volume-fraction measurement.
For a thermally elastic network, estimate one elastically active element per mesh volume. Each contributes an elastic free-energy scale of order , giving the entropic network modulus
at . Mesh size alone would not determine the modulus of an arbitrary bending-dominated or athermal network; this is the entropic scaling assumption needed for the estimate.
The formal elastic intercept in the given model is consequently
The corresponding three-dimensional root-mean-square displacement is about . The temperature cancels from this estimate because the assumed modulus is itself proportional to . This is the extrapolated plateau from the preceding part, not a nonzero exact zero-lag displacement. Here , so a continuum estimate is only approximate.
In passive microrheology, track dilute inert probe spheres by video microscopy and average squared lag displacements over starting times and probes. An isotropic two-dimensional image gives . Alternatively, dynamic light scattering probes ensemble displacement statistics; the original optical microrheology study compared inferred storage and loss moduli with mechanical measurements.[ref]
Remove drift, calibrate spatial scale and frame timing, estimate localization noise using an immobilized-bead control, and account for motion blur. Keep probes away from walls and check that changing probe radius or tracer concentration does not change the inferred bulk response unexpectedly. Noise alone can generate a false short-time intercept, while adsorption or confinement can mimic elasticity. No numerical long-time slope is fixed because a numerical viscosity is not supplied.
A viscoelastic material stores part of the deformation energy and dissipates part of it. In linear viscoelasticity, a small imposed shear strain produces a stress determined by its history, . A shear step probes stress relaxation; a stress step probes creep compliance. A purely elastic solid has persistent stress after a held strain, while a Newtonian fluid relaxes that stress and creeps continuously under constant stress.
For a Maxwell model, a spring of shear modulus and a dashpot of viscosity are in series:
For the convention ,
The storage modulus dominates at short times or high frequencies; the loss modulus dominates at long times or low frequencies. The energy dissipated per cycle per volume is . A Kelvin-Voigt model places spring and dashpot in parallel and instead gives bounded creep : a simple illustration of a viscoelastic solid. Real materials can require a spectrum of relaxation times rather than one element.
A small-amplitude oscillatory rheometer measures stress amplitude and phase relative to imposed strain, giving and . First sweep strain amplitude to identify the linear range; control temperature, sample ageing, wall slip and instrument inertia. Frequency-dependent phase lag alone is insufficient if these apparatus effects are unresolved.
Figure 1.
Original normalized Maxwell relaxation and frequency response
. Details.
Write for the number of grafted chains per unit area and for its dimensionless form; this separates the physical grafting density from a dimensionless coverage. A free dilute chain has size , with in a theta solvent and approximately in a good solvent. An isolated end-grafted chain loses translations and configurations that cross the substrate, but retains the same leading size exponent if the surface is nonadsorbing. When the lateral graft spacing exceeds , the layer consists of polymer mushrooms. When coils overlap, crowding stretches the chains away from the surface into a polymer brush.
The polymer mushroom-to-brush crossover is
For the stipulated statistical-segment interpretation of and , the scaling estimates are
Thus and respectively. The numerical constants are scaling conventions: using a radius of gyration rather than an end-to-end size changes order-one amplitudes, not the powers of .
In the Alexander-de Gennes brush model, take blobs of lateral size . Within a blob, ; beyond it, the blobs are aligned away from the wall. Thus
With coarse-grained segment volume , conservation gives the polymer-brush volume fraction through , hence
The theta-solvent brush height includes three-segment repulsion even though the effective two-segment interaction vanishes. These are scaling estimates for a roughly uniform brush, not an assertion that every chain end lies at the same height in an actual brush.
The many-segment-blob requirement gives , or . Together with overlap, the regime is . At the dense-brush packing limit, , and . Here and . If one formally continues a dense incompressible layer above this boundary, conservation would instead give
This is the requested formal dense-layer expression, but for it gives , which violates finite extensibility of a polymer chain. There is no physically admissible continuation above this limit in the stated segment-volume model. A Kuhn length segment is not necessarily a cube of material: with an independently specified material volume per counted segment, the dense-layer law is , and the packing bound is . The data do not determine separately. The simple model therefore establishes its own breakdown, rather than a universal microscopic maximum grafting density.
grafting-to uses preformed chains whose lengths and dispersities can be characterized before attachment. As coverage rises, each incoming coil must penetrate a crowded brush and lose conformational entropy to bring its end to the surface; the growing insertion barrier limits achievable coverage. grafting-from supplies small monomers to surface-bound growing chains and avoids insertion of a whole coil. Choose grafting-from for high grafting density. Initiator coverage and reaction control still matter, and inaccessible active sites, termination and unequal growth can broaden the resulting chain-length distribution. Neither route removes the elastic and packing costs of the final brush.
A generic application is steric stabilization of synthetic colloids in a good solvent. Bringing coated particles together compresses and interpenetrates their brushes, increasing osmotic pressure and conformational free-energy cost. This repulsion can oppose aggregation. The chains must remain attached and sufficiently cover the surface; poor-solvent collapse, sparse coverage or interparticle bridging can defeat stabilization.
Figure 1.
Original brush-height and volume-fraction scaling, showing the segment-packing limit
. Details.