In the Hodgkin-Huxley model, is the intracellular-minus-extracellular membrane potential, is the membrane capacitance per unit area, and is the applied inward electric current per unit area. A space clamp makes spatially uniform, leaving temporal ordinary differential equations. With outward ionic electric current positive, the capacitance balance is .
The variables lie between zero and one. They describe sodium activation, potassium activation and availability against sodium inactivation, respectively. Thus larger means less inactivation. Their voltage-dependent limiting values are , and are their positive relaxation time constants.
Each ionic term has the Ohm's law form conductance times driving potential. The sodium term has instantaneous electrical conductance , the potassium term has instantaneous electrical conductance , and the leak term has constant electrical conductance . Here the constants are maximal electrical conductances per area, and are the corresponding reversal potentials. The factors and arise from independent permissive gates in an ion channel. A conducting channel carries zero net ionic electric current at its reversal potential.
The elements have several complementary origins: primordial light nuclei, stellar and explosive fusion products, and nuclei built by neutron capture. Chemical enrichment also requires their ejection, rather than merely their production inside a star. Nucleosynthesis and transport into the interstellar medium must therefore be considered together.
Hydrogen and much of the helium are primordial. During Big Bang nucleosynthesis, a cooling, expanding plasma assembled surviving neutrons and protons into deuterium, helium-3 and especially helium-4, with small abundances of lithium-7 or its beryllium-7 progenitor. Unstable nuclei at mass numbers five and eight, together with the rapidly falling density and short available time, obstructed sustained production of heavier nuclei. The carbon, oxygen and heavier material in later generations consequently require other sites. Cosmic rays fragment heavier interstellar nuclei and contribute importantly to the light elements lithium, beryllium and boron, which ordinary stellar burning tends to destroy.
Burning stages depend on initial stellar mass. Stellar nuclear fusion can release energy when the products have greater nuclear binding energy than the reactants. The resulting stellar thermostat links nuclear burning to hydrostatic equilibrium: when fuel exhaustion lowers heating, contraction raises the central temperature until another fuel can ignite, if the core becomes hot enough. Higher nuclear charges bring larger Coulomb barriers, so later charged-particle burning generally requires progressively higher temperatures. Whether the core reaches them depends on its mass, electron degeneracy pressure, mixing and envelope loss.
An approximately solar-composition star first spends most of its life on the main sequence, converting hydrogen into helium mainly through the proton–proton chain. The net conversion is four protons into one helium-4 nucleus, with positrons and neutrinos; the small CNO cycle contribution redistributes CNO catalyst abundances but is not a net source of carbon at this stage. Exhaustion of central hydrogen leaves a helium-rich core. A surrounding hydrogen-burning shell continues to add helium, while the core contracts and the envelope expands into a red giant.
The low-mass helium core becomes supported substantially by electron degeneracy pressure. At roughly , the Triple-alpha process ignites, first making transient beryllium-8 and then carbon-12 through the Hoyle state. Because degeneracy initially weakens the usual expansion response, this ignition is a helium flash. It heats and lifts the degeneracy of the core, leading to a stable phase of core helium burning. The Triple-alpha process makes carbon; competing carbon-12 alpha capture makes oxygen:
After central helium exhaustion, the star develops a carbon-oxygen core, a helium-burning shell and a more external hydrogen-burning shell. On the Asymptotic giant branch, recurrent thermal pulses of an asymptotic-giant-branch star arise from unstable helium-shell burning. Stellar dredge-up can bring processed material toward the surface, with its efficiency depending on mass and composition. The eventual stellar wind removes the envelope; the hot exposed core can illuminate a planetary nebula, and the remnant becomes a carbon-oxygen white dwarf. A usual isolated star does not ignite carbon burning. In particular, an element synthesized in its core need not all escape: much of the carbon and oxygen remains locked in the white dwarf.
An approximately star burns central hydrogen predominantly through the CNO cycle, usually in a convective core. The CNO nuclei act as catalysts; the slow nitrogen-14 proton-capture step tends to accumulate nitrogen-14 while converting hydrogen into helium. After central fuel exhaustion, a hydrogen-burning shell surrounds the contracting helium core. Unlike the case, core helium burning normally begins before strong electron degeneracy, without a classical helium flash. The same Triple-alpha process and carbon-12 alpha capture create a carbon-oxygen core.
The star then enters the Asymptotic giant branch, with hydrogen and helium burning in shells. Repeated thermal pulses and stellar dredge-up can enrich its envelope with freshly made carbon and s-process nuclei. Hot-bottom burning can occur when the base of the convective envelope is sufficiently hot: the CNO cycle processes dredged-up carbon into nitrogen, so a massive AGB star need not become carbon-rich despite making carbon below its envelope. Helium-shell reactions on neon-22 can also provide neutrons for the s-process. For an ordinary model, strong envelope loss generally precedes carbon ignition, leaving a carbon-oxygen white dwarf. The exact threshold for carbon ignition and the size of these yields depend on metallicity, mass loss and mixing; they are not universal integers fixed solely by initial mass.
A star reaches much more advanced stages. It starts with convective-core CNO cycle hydrogen burning, followed by core helium burning. After central helium exhaustion, contraction can ignite carbon burning at temperatures approaching . Carbon-fusion channels make products including neon, sodium and magnesium. Neon burning then uses photodisintegration of neon-20 to release oxygen-16 and an alpha particle, followed by capture of that alpha particle on another neon-20 nucleus; the combined network releases energy and produces magnesium-24. Oxygen burning makes silicon-group nuclei through channels such as
At still higher temperature, silicon burning rearranges nuclei by photodisintegration and captures of protons, neutrons and alpha particles. It is not principally direct fusion of two silicon nuclei. Networks approach quasi-equilibrium and then nuclear statistical equilibrium, producing an iron-group core whose precise mixture depends on the electron fraction in stellar matter. Outer shells retain different stages of burning, giving an approximately layered structure. Increasing stellar neutrino energy loss makes advanced burning stages much shorter than hydrogen burning.
Near the iron group, nuclear binding energy per nucleon is close to its maximum. Further fusion cannot provide the sustained energy source required to support the core. As the core grows, electron capture reduces electron-pressure support and photodisintegration absorbs energy, assisting gravitational collapse. A successful core-collapse supernova ejects some of the envelope and processed shells, and leaves a neutron star or black hole. The shock also causes explosive burning, changing the pre-existing abundances. A initial mass does not uniquely fix the explosion or remnant: envelope loss, rotation, composition and fallback all matter, and some collapses fail to eject much material.
Ejection determines the enrichment of the interstellar medium. Low- and intermediate-mass stars return helium, CNO-processed matter, dredged-up carbon and s-process products through stellar winds and envelope expulsion. Massive-star winds can expose hydrogen- or helium-burning products before collapse. Successful core-collapse supernovae eject substantial oxygen and other alpha-capture products, together with some iron-group matter formed in hydrostatic and explosive burning. Material that falls back or remains in a stellar remnant is withheld from the interstellar medium. Subsequent mixing, cooling and star formation distribute the escaped material into new stars. The distinction between production and ejection is why an internal burning inventory alone is not a stellar yield.
Binary stars provide an additional major iron-group source. In a Type Ia supernova, a carbon-oxygen white dwarf in a binary undergoes thermonuclear disruption after an appropriate accretion or merger history. Explosive carbon and oxygen burning makes intermediate-mass and iron-group nuclei. Much initially synthesized nickel-56 decays through cobalt-56 into iron-56; this radioactive decay also powers the supernova light curve. Such explosions have delay times and yields different from those of massive-star collapse, and help explain why iron enrichment need not track oxygen enrichment exactly.
Neutron capture builds much of the material beyond iron. Charged-particle reactions encounter increasing Coulomb barriers as nuclear charge grows, but a neutral neutron does not encounter that barrier. Neutron capture raises mass number, and subsequent beta-minus decay can turn a neutron into a proton and raise atomic number. The relative capture and decay times select different paths through the nuclear chart.
In the slow neutron-capture process, most unstable intermediates decay before the next capture, so the path stays near stable nuclei. In Asymptotic giant branch stars, important neutron sources are
The carbon-13 source operates in suitable partially mixed layers, while the hotter helium-shell pulses can activate the neon-22 source. Captures on pre-existing seed nuclei produce elements such as strontium and barium and, under suitable conditions, lead. Stellar dredge-up and stellar winds return these products to the interstellar medium. Massive stars also have a weak s-process, notably using neon-22 during helium- and carbon-burning phases; it need not produce the same abundance range as the main AGB contribution.
In the rapid neutron-capture process, very high neutron densities permit many captures before typical beta-minus decays. The path moves to neutron-rich nuclei, which later decay toward stability, producing heavy nuclei including lanthanides and actinides. Neutron-rich ejecta from neutron star mergers provide an established site: a merger can eject dynamical material and disk outflows, and radioactive decay of the newly made nuclei powers a kilonova. Special neutron-rich outflows associated with some massive-star collapses are additional candidate sites. It would be unjustified to assume that every ordinary core-collapse supernova produces the full heavy r-process pattern; the required neutron richness and expansion history are restrictive.
The two neutron-capture processes do not make every isotope beyond iron. Some proton-rich isotopes bypass their main paths. Gamma-process nucleosynthesis, for example, uses photodisintegration of pre-existing heavy seed nuclei in hot explosive material. Other proton-rich reaction paths can matter in suitable environments. Thus “heavier than iron” describes a family of production mechanisms rather than a single further ordinary fusion stage.
Binaries change both stellar evolution and the delivery of elements. Roche-lobe overflow, wind transfer and mergers can strip a donor, rejuvenate a mass-gaining star, alter core and envelope masses, and change the timing and character of an eventual explosion. Binary stripping can remove the hydrogen envelope of a massive core-collapse supernova progenitor. Accretion onto a white dwarf can cause a classical nova, ejecting hydrogen-burning products and particular isotopes while ordinarily leaving the white dwarf intact; this differs from the destructive Type Ia supernova. Compact binary stars can lose orbital energy through gravitational radiation and merge, providing the neutron star merger route to heavy r-process material. Consequently chemical enrichment cannot be inferred entirely from isolated-star tracks, even when a simplified population calculation treats binary components as evolving independently.
Cow's milk contains water, dispersed fat, casein, soluble milk proteins, lactose and mineral constituents, with smaller amounts of other substances. These constituents occupy different physical states, which makes their separation possible: the fat is present as an emulsion, much of the casein as colloidal casein micelles, and the lactose and many salts in chemical solution. Vitamins, enzymes and small nitrogenous constituents accompany these main fractions. The proportions vary between samples and are not fixed by the name cow's milk.[ref]
First let fresh unhomogenized milk stand so that the less dense fat globules rise as cream; skimming gives a fat-enriched layer and skimmed milk beneath. This separates fractions rather than pure chemical substances: cream still contains water and other constituents. Churning cream coalesces the fat globules into butter; extraction of a separately prepared dried portion with a suitable organic solvent provides another way to isolate fat. A modern centrifugal separator accelerates the same density-based separation, but it is not needed to explain an 1864 bench separation.
Next add dilute acetic acid carefully to skimmed milk. Lowering its pH toward the isoelectric point of casein, about 4.6, produces a curd that can be collected by filtration and washed. Excess acid, retained fat, and shifts of calcium phosphate between curd and liquid limit purity. Rennet offers another route to a curd, but its enzyme-catalysed action and the mineral content of the resulting curd differ from simple acid precipitation; the two should not be treated as identical mechanisms.[ref]
The liquid after removal of the curd is whey. Heat this fraction under suitable acidity to induce protein denaturation and aggregate much of its residual whey protein; collect the coagulum by filtration. Older descriptions commonly grouped this fraction under “albumin”, but modern milk chemistry distinguishes several proteins. Heating alone does not make every minor constituent fall into a single pure fraction.[ref]
Concentrate the deproteinized whey and cool it to crystallize lactose. Filter and wash the crystals, then purify them by recrystallization; dissolved salts and residual organic matter remain substantially in the mother liquor. This provides a separation from most protein, not an automatic complete separation from all minerals.[ref]
Finally use separate measured portions for water and mineral determinations. Controlled drying gives an operational total solids measurement; subtraction from the initial mass estimates the water lost. Ignition of a dried portion destroys most organic matter and leaves ash for mineral analysis. Ash is a transformed residue: it does not preserve all original salts unchanged, and some constituents can volatilize. Calcium, phosphorus, sodium, potassium and chloride are among the important mineral constituents. Skimming, curd formation, heat coagulation, lactose crystallization, drying and ashing separate or determine the principal fractions; none alone constitutes a complete pure-component analysis.
General anasarca is extensive interstitial fluid accumulation, produced when vascular filtration exceeds the capacity of lymphatic drainage and the body's regulation of salt and water. Several mechanisms commonly act together.
Raised venous and capillary hydrostatic pressure promotes filtration. Heart failure, especially when systemic venous pressure is elevated, is a major example; renal retention of sodium and water reinforces the swelling. Severe kidney failure can itself cause general fluid overload when salt and water cannot be excreted adequately. Acute glomerulonephritis may therefore cause widespread oedema without requiring the extremely low plasma protein concentration of every nephrotic case.[ref]
Reduced plasma oncotic pressure contributes when circulating albumin is markedly depleted. Causes include heavy urinary protein loss in nephrotic syndrome, reduced synthesis in advanced liver disease, protein loss through the intestine, and severe malnutrition. In cirrhosis, altered circulation and renal salt retention add to reduced protein synthesis; the mechanism cannot be reduced to a single blocked vein. Likewise, nephrotic syndrome can include primary renal salt retention as well as a fall in oncotic pressure.[ref]
Increased vascular permeability during severe systemic inflammation, sepsis or extensive tissue injury can allow fluid and protein into the interstitium. Impaired lymphatic drainage can amplify systemic oedema, although a single obstructed lymphatic or vein ordinarily causes regional rather than general swelling. Excess administered fluid and some drugs can contribute by salt retention or altered vascular tone. Multiple mechanisms are particularly likely in a severely ill patient.
A nineteenth-century description would group much of this as cardiac, renal or hepatic “dropsy,” and might invoke an impoverished state of the blood. Modern physiology specifies the abnormalities that those broad descriptions leave unresolved. A general examination should distinguish pitting fluid accumulation from a predominantly non-pitting disorder such as myxoedema, and from isolated ascites. The distribution, jugular venous filling, heart and lung findings, urinary albumin, renal function and plasma albumin help distinguish causes. Anasarca is a sign with several possible causes, not a diagnosis of renal disease by itself.
The molecule combines three chemically different binding regions.
These assignments identify the preferred local sites, rather than guaranteeing three independent binding constants: occupancy can alter conformation, electrostatics and the affinity of neighboring sites.
One design is an anthracene–methylene–aza-15-crown-5 sensor, with the tertiary amine of the aza-crown linked through to anthracene. The crown supplies the sodium-binding oxygen/nitrogen cavity, the amine supplies an electron donor and anthracene supplies the fluorophore. A sufficiently rigid sodium-sized cryptand could improve discrimination further.
Without a bound cation, photoinduced electron transfer from the amine can quench excited anthracene. sodium coordination lowers the electron-donating ability of that lone pair, suppressing this quenching route and increasing fluorescence. The methylene spacer allows electronic communication by electron transfer while limiting direct conjugation between the binding site and fluorophore.
A cavity appropriate to sodium is preferable to an 18-crown-6-like potassium-sized cavity. Selectivity must be tested, not inferred perfectly from cavity size. Potassium binding, including possible sandwich complexes of flexible crowns, can still compete. At the intended concentrations the design should satisfy and should give a fluorescence change on sodium binding. Rigidity, cavity size and suppression of competing stoichiometries are useful design controls. fluorescence calibration in the actual potassium-containing solvent establishes the usable detection range.
Write for the exposed glass area. If is the blank-corrected dissolved mass concentration of element , its initial mass fraction in the glass and the leachate volume, then
The numerator is the released element mass measured in solution. Dividing by converts this to an equivalent mass of the original glass, while dividing by expresses that mass per exposed area. With in and in , has units of glass-equivalent release. The fraction must be used as a fraction, not an unconverted percentage.
These corrections allow comparison of specimens of different size and composition without confusing a lower concentration with better durability. State how the area was measured; geometric area and a rough powder's accessible area need not coincide. For repeated sampling, include element mass removed in earlier aliquots and the volume remaining; for an initial blank in the leachant, subtract its corresponding inventory. Surface cracking and evolving porosity can make a rate based on initial area differ from a rate based on the true reactive area.
Under congruent glass dissolution, constituents enter solution in their bulk proportions, so their correctly normalised releases coincide. Preferential sodium release by ion exchange can instead give , while silicon retention in a gel or secondary precipitate can depress its dissolved release. Noncoincident curves show nonstoichiometric aqueous release, but do not uniquely identify the mechanism. Conversely, solution coincidence does not by itself establish that no secondary reactions occurred. A complete inference compares solution inventories with altered solids.
Normalisation removes composition and first-order area/volume scaling; it does not make different pH, temperature, solution composition or contact histories equivalent. In a batch test, even the same initial water changes composition and pH as reaction proceeds. Reporting those conditions and time is essential for a transferable comparison rather than treating as a condition-independent material constant.
water first interacts with accessible surface sites and enters the near-surface region. Exchange of alkali ions with hydrogen-bearing species can release sodium before the silicate network has dissolved in bulk. A schematic site exchange is
hydrolysis also breaks network linkages, illustrated by
Boron-containing linkages and the rest of the network react in a composition- and pH-dependent way. Alkali exchange changes the water chemistry, and network hydrolysis releases or rearranges constituents rather than simply removing an intact molecular glass unit.
In a finite batch of initially deionised water, dissolved products accumulate and pH evolves. silicon can be retained in a hydrated alteration gel, and condensation or restructuring changes that layer's connectivity and transport properties. Reduced chemical driving force and a less permeable interfacial layer can lower the rate; a residual glass alteration rate can persist rather than all reaction stopping at an apparent plateau. Atomistic work published before the examination provides one account of how gel restructuring can hinder hydrated-species transport, without making that account universal for all glasses.[ref]
Figure 1.
Illustrative normalised sodium, boron and silicon releases in one batch-glass-alteration scenario
. Details.
The original sketch shows one plausible scenario, not measured data or a universal ordering. sodium initially rises rapidly through exchange. boron acts as a relatively mobile tracer of network alteration, while a smaller solution silicon release reflects retention in an alteration layer. The slopes subsequently decrease as batch chemistry and the layer evolve; small continuing slopes represent residual release. Offsets can remain even if later release rates become similar. Initial deionised water does not imply that the solution remains neutral or dilute throughout the test.
boron need not be an ideal fully released tracer: it can be retained in some gels, changing the relation between aqueous boron and the depth of alteration. A later study, published in 2020, explicitly compared solution release with solid depth profiles and demonstrated that limitation; it is cited as a subsequent qualification, not evidence available to a student in May 2019.[ref]
Secondary phases can further modify dissolved inventories and, by consuming solution components, sometimes accelerate alteration again. Neither a permanently flat terminal curve nor a later acceleration is compulsory. Without a specified glass, temperature, area/volume ratio and solution history, the defensible sketch communicates exchange, network reaction and evolving retention, with those assumptions stated.
Neon has and sodium has , while is unchanged. The conversion is therefore beta-minus decay,
A neutron is converted to a proton by the weak charged current. If an excited daughter is populated, subsequent gamma decay produces the observed photons without changing either or . The initial weak transition and the later electromagnetic nuclear de-excitation are distinct stages. A direct transition to the daughter ground state produces no nuclear de-excitation gamma ray.
The two sodium lines are distinct optical frequencies, so their rapidly oscillating mutual cross terms average to zero at the detector. Assuming equal line strengths and negligible individual linewidths, add their separate interferograms. Write and . With the total mean output intensity,
For mirror displacement this becomes
This is spectral doublet from Michelson visibility revivals. Since , . Numerically,
The first interference visibility zero occurs at , with further zeros at odd multiples of that distance. Visibility is restored at integer multiples of . The signed envelope has period : alternate high-visibility packets have opposite fringe phase. Unequal line strengths leave a nonzero minimum visibility, and finite linewidths introduce a further decaying envelope; the wavelength data alone specify neither effect.
Figure 1.
Monochromatic Michelson fringes and the fast-fringe and visibility scales of a sodium doublet
. Details.
Assume sodium supplies one conduction electron per atom. The supplied Fermi energy gives
The gas is strongly degenerate at room temperature. For one mole, and . Using the requested estimate,
The supplied mass density determines the answer per unit volume: . Therefore
The density is not needed for the molar heat capacity once is supplied. Using the precise Sommerfeld expansion coefficient instead gives .
Either electronic estimate is only about of the stated measured total. Most of the total heat capacity comes from lattice phonons, whose high-temperature Dulong-Petit law limit is . The remaining difference from need not be electronic: anharmonic lattice effects and the difference between heat capacity at constant pressure and heat capacity at constant volume also contribute. The paper does not specify the measurement constraint, so the two totals should not be equated exactly.
Treat sodium as monovalent, with one mobile electron per atom. Its mass density is , and its molar mass is . Using the Avogadro constant,
The electron mobility relates the magnitude of drift velocity to electric field. The Drude model then gives
Using ,
The inferred time is the momentum relaxation time. Identifying it with the mean time between collisions is the intended simple isotropic Drude model assumption; small-angle scattering need not relax directed momentum in a single event.
The required resolving power of a diffraction grating is
For illuminated slits, . In orders , the ideal resolvable wavelength differences are respectively , , and . Thus
Fourth order gives , only a modest margin. It must also exist: for normal incidence the grating equation requires , with needed to avoid an exactly grazing order. The relevant order must transmit appreciable light intensity rather than lie at a single-slit diffraction zero, and the source and detector widths must preserve this resolution.
The original question gives only the slit count, not the line spacing, slit width, usable diffraction order or instrumental broadening. It therefore supports the conditional conclusion “yes in fourth or higher usable order”, but not an unconditional historical claim that this particular instrument resolved the sodium absorption line doublet in its observed configuration.
Today the usual first melt is basaltic melt from the mantle wedge; in a hotter Archean subduction zone, melting of hydrated basaltic crust itself could generate sodic felsic melt of tonalite-trondhjemite-granodiorite composition. Distinguish a primary melt from the evolved melt ultimately added to the upper continental crust.
On the modern Phanerozoic Earth:
This adds juvenile material derived from the mantle; simply remelting old continental crust is reworking, not net juvenile addition. The amount and depth of slab water release depend on its thermal history, as quantified in Subduction factory: 4. Depth-dependent flux of H2O from subducting slabs worldwide by Peter E. van Keken and others.
For the hotter Archean endmember posited in the question, a hotter mantle and a warm descending plate make it easier for hydrated basaltic crust to reach its solidus. Its partial melting can directly make silica-rich, sodium-rich tonalite-trondhjemite-granodiorite liquids, leaving a more mafic residue. Residual garnet and amphibole, and the presence or absence of residual plagioclase, help determine the rare-earth element and strontium signatures. These are not ultramafic liquids merely because the surrounding mantle was hotter.
The contrast is therefore commonly fluid-fluxed mantle melting followed by differentiation today, versus a greater potential contribution from direct melting of hydrated mafic crust in the hotter case. Tonalite-trondhjemite-granodiorite is not unique evidence for subduction: melting of thickened mafic crust can produce similar liquids. Nor are all modern arcs devoid of slab melting. These qualifications are central to The composite Archaean grey gneisses: Petrological significance, and evidence for a non-unique tectonic setting for Archaean crustal growth by Jean-François Moyen.
In a conductor, mobile electrons redistribute in response to an electric potential, producing an induced charge density that opposes its source. Finite electronic compressibility means a finite density change requires a change of local kinetic Fermi energy. Screening is therefore not perfect at every microscopic distance. On scales comparable to atomic structure or the Fermi wavelength, a continuum local-density model itself fails.
Thomas-Fermi screening treats electrons as a locally uniform degenerate free electron gas, replaces the ionic background by a smooth neutralizing charge, and neglects nonlocal response, exchange and correlation corrections. The electrochemical chemical potential is uniform in equilibrium. Because an electron has charge , its electrostatic energy is , giving
At zero potential . Linearizing at fixed , with , gives
Insert this in Poisson's equation to obtain , where the Thomas-Fermi screening length is
Away from a point source, direct radial differentiation shows . The decaying solution is therefore . Integrating Poisson's equation over a small sphere containing charge fixes . For a sufficiently large source, the linearized formula is only a far-field approximation, not a justified description of its singular core.
For monovalent sodium, the electron number density is its atomic number density,
This gives and
Room temperature is far below the corresponding Fermi temperature, so degeneracy is well justified, and sodium's simple conduction band makes a free-electron estimate useful. However and the mean atomic spacing is . The potential varies on a scale shorter than and the atomic spacing, so the slowly varying local-density and continuum assumptions are not quantitatively controlled at the screening length itself. A nonlocal treatment includes Friedel oscillations, absent from the pure exponential.
Nearly unchanged interlayer force constants in two-layer and twenty-layer films are consistent with very local screening and bonding forces: reducing the distant bulk need not strongly change the force between adjacent layers. They also indicate that metallic electronic response can survive in the thin film. The observation does not by itself validate the numerical Thomas-Fermi approximation, establish an identical full phonon spectrum, or rule out surface-induced electronic changes; it directly constrains the measured local force constant.
Periodic table Created 2026-10-13 Updated 2026-10-20
The periodic table arranges chemical elements in increasing atomic number, across successive periodic table periods. Its columns are periodic groups, numbered 1–18. The layout places recurring outer electron configurations above one another, making similarities in chemical bonds and chemical reactions easier to recognize. Ordering is by proton count, not by mass; the mass number of a particular isotope does not determine its box. See the official IUPAC periodic table and numbering conventions.
For the first eighteen neutral chemical atoms in their ground states, a compact description counts electrons in successive electron shells. Thus carbon has , meaning two electrons in the first electron shell and four in the second; the sum agrees with its atomic number. Sodium has , whose sum is . These are occupancy counts, not circular trajectories of electrons.
Figure 1. . Colours distinguish periodic group columns only, without encoding numerical property trends. The spaces in columns 3–12 preserve the eighteen-column periodic table layout: no chemical elements occupy those positions in these three periodic table periods. Each cell gives a chemical element's symbol, atomic number, and electron shell counts. Details.
Reading each row from left to right gives:
The counting outline is short: the occupied electron subshells in this range are , , , , and , filled in that order for these neutral ground states. Each electron subshell holds up to two electrons and each electron subshell up to six, giving , , and along these three rows. This summary applies only through argon; it is not a general rule that each electron shell fills completely before the next begins, nor a claim that the third electron shell can hold only eight electrons. See Flowers et al., Chemistry 2e, electronic structure and electron configurations.
The recurring outer counts make the arrangement useful. Lithium and sodium each have one valence electron, whereas fluorine and chlorine each have seven valence electrons. Such similarities help anticipate chemical reactions, without making all properties identical throughout a periodic group. Helium is an instructive exception to an eight-electron shortcut: its two electrons complete the first electron shell, so it belongs above neon and argon in periodic group 18. Hydrogen shares column 1 with lithium and sodium but has its own distinct chemistry. See Flowers et al., Chemistry 2e, periodic-table organization.
Choose the following original phenomenological mathematical model solely to calculate a paired-pulse readout. It is not experimental data, a fit to the teaching experiment, or a simulation of the Hodgkin-Huxley model. The conditioning action potential defines time zero. Test pulses have fixed width ; denotes their inward electric current amplitude. Impose an absolute neuronal refractory period . No finite test amplitude generates an event for . After that hold, stipulate a required amplitude
with , dimensionless and recovery time constant . Emit a test event exactly when , including equality. For this ideal event readout, assign events to pulse onset and assume the conditioning event is successfully evoked. There is no calculated membrane potential, spike waveform, response latency or stochastic success probability.
Figure 1.
Chosen refractory hold and required test-pulse amplitude
. Original phenomenological paired-pulse recovery rule, not measured data or a channel simulation. The grey region forbids a second event; after , the required electric current falls from toward . Horizontal lines show two chosen test amplitudes; their intersections give different first permitted test delays. The dashed baseline is approached asymptotically. Details.
The exponential decay represents a combined recovery deficit; it is neither the Hodgkin-Huxley model's nor a measured potassium electrical conductance. One such curve cannot separately identify sodium recovery and persistent potassium electrical conductance. A constant pulse-width amplitude criterion also does not establish an equivalent rule for other pulse widths or voltage trajectories.
At the hold boundary, . At ,
at ,
Thus a test fails at because of the imposed hold, fails at because recovery is insufficient for that amplitude, and succeeds at . At , a pulse would instead succeed: failure of the weaker pulse was relative refractoriness.
Figure 2.
Paired pulses and event readout at three chosen delays
. Each row is a separately reset ideal trial with a conditioning pulse assumed to evoke an action potential at time zero and a test pulse. Rectangles are imposed electric current pulses; vertical ticks are abstract events, not voltage recordings. Only the test passes the stipulated recovery rule. The and failures have different causes. Details.
For , solve using the logarithm. The earliest allowed delay is
For this is ; for it is . If , the imposed hold is the only delay restriction. If , no finite delay passes the rule: the required amplitude stays strictly above its asymptotic baseline. A finite experimental “fully recovered” time therefore also needs a tolerance and a readout definition.
During a relative neuronal refractory period, another action potential is possible, but incomplete recovery changes the excitation needed to obtain it. Remaining sodium ion-channel inactivation and elevated potassium electrical conductance both matter. A hyperpolarization after an action potential can increase the voltage excursion needed for firing, while extra electrical conductance can drain an injected pulse faster. Thus a single fixed neuronal firing threshold measured from the instantaneous voltage misses relevant state variables.[ref]
Recovery can depend on earlier spikes as well as the last one; the Hodgkin-Huxley model and neural adaptation provide richer histories than an imposed reset. A fixed hold in a leaky integrate-and-fire model is a useful simplification with a specified domain, rather than a complete explanation of a relative neuronal refractory period.[ref]
A spatial image after a chosen dark interval is a different readout from continuously recording arrivals at a fixed probe. Here is an original idealised fluorescence imaging model: release a dilute cloud, let it move freely, then apply a short uniform probe pulse. Neglect collisions, residual forces, attenuation and motion during the pulse. Use each image's cloud centre to remove mean drift. Uniform gravity shifts that centre without changing the centred variance.
For each atom let along a horizontal imaging axis. Expanding the square about the expected values gives exactly
No Gaussian distribution is needed for this variance identity. A jointly Gaussian distribution of initial positions and velocities does make the later density Gaussian. For a separable three-dimensional cloud viewed along , integration along the viewing direction gives the column density
Here is atom number. Integrating this image along leaves a one-dimensional Gaussian distribution with standard deviation . This is a projected density measurement, not a three-dimensional radius or a direct velocity histogram. Under the uniform, optically thin probe assumptions, expected fluorescence is proportional to this column density. A known, independent point spread function with finite variance adds its own variance to the measured width; probe duration and intensity gradients need separate treatment.
For a Maxwell-Boltzmann distribution, , where is atomic mass and the Boltzmann constant. For a nonthermal distribution this defines a directional second-moment temperature, which need not describe every feature of the distribution. A covariance between position and velocity can initially narrow the cloud even though is positive. The physical covariance matrix requires .
Choose , and , giving correlation coefficient . With in milliseconds, the numerical variance in square millimetres is . Its minimum occurs at , with standard deviation . These chosen values satisfy the covariance matrix constraint; early contraction is compatible with free motion.
Generate thirteen synthetic variance observations at equally spaced times from to , adding independent Gaussian noise of standard deviation . Linear least squares fits all three coefficients in . The example yields , and . With the chosen approximate sodium mass , the true is and the fitted value is . This is a fit to generated width data, not historical observations.
Figure 1.
Cloud expansion with an initial position–velocity covariance
. Original synthetic variance observations and ideal column-density marginals. All parameters and noise are chosen here. The three-dimensional Gaussian is integrated along the viewing axis and then along the image's other axis. The profiles omit imaging blur. Details.
If the same data are fitted to , forcing , the inferred falls to . The omitted term is partly absorbed into both fitted coefficients. In noiseless linear least squares with a free intercept, its precise effect on the quadratic coefficient is
where the subscript denotes equal-weight moments over the chosen observation times, using one consistent unit system. Since the ratio is positive for distinct nonnegative times, negative biases this estimate downwards. An incorrect release-time origin can also generate a linear term, so fitting it does not by itself identify a physical initial covariance. Timing calibration, spatial resolution, residual magnetic fields and probe-induced recoil energy remain separate controls. Neither a cold-looking image nor a single long expansion time identifies all three coefficients.
In 1977, H. Jeff Kimble, Mario Dagenais, and Leonard Mandel excited a dilute sodium atomic beam with a resonant dye laser. Apertures restricted the observed atoms; a microscope objective collected fluorescence perpendicular to both beams. A beam splitter sent the collected light to two photomultipliers. Shaped pulses drove the start and stop inputs of a time-to-digital converter; its delay histogram rose away from zero delay, indicating photon antibunching. Turning the atomic beam off measured scattered-laser backgrounds. More than one contributing atom and scattered light limited the comparison with an ideal isolated two-level system; the paper explicitly treated corrections.[ref]
A simple reason for suppressed immediate re-emission is visible in an ideal two-level system. After spontaneous emission, the atom is in . Its emission operator obeys , so two instantaneous emissions are impossible. Excitation must rebuild the excited-state population before another emission. This argument explains the zero-delay idealization; the actual photon counting record additionally depends on collection, background, timing, and the number of contributing atoms.