Lambert W function
In mathematics, the Lambert W function, also called the omega function or product logarithm,^{[1]} is a multivalued function, namely the branches of the converse relation of the function f(w) = we^{w}, where w is any complex number and e^{w} is the exponential function.
For each integer k there is one branch, denoted by W_{k}(z), which is a complexvalued function of one complex argument. W_{0} is known as the principal branch. These functions have the following property: if z and w are any complex numbers, then
holds if and only if
When dealing with real numbers only, the two branches W_{0} and W_{−1} suffice: for real numbers x and y the equation
can be solved for y only if x ≥ −1/e; we get y = W_{0}(x) if x ≥ 0 and the two values y = W_{0}(x) and y = W_{−1}(x) if −1/e ≤ x < 0.
The Lambert W relation cannot be expressed in terms of elementary functions.^{[2]} It is useful in combinatorics, for instance, in the enumeration of trees. It can be used to solve various equations involving exponentials (e.g. the maxima of the Planck, Bose–Einstein, and Fermi–Dirac distributions) and also occurs in the solution of delay differential equations, such as y′(t) = a y(t − 1). In biochemistry, and in particular enzyme kinetics, an openedform solution for the timecourse kinetics analysis of Michaelis–Menten kinetics is described in terms of the Lambert W function.
Terminology[edit]
The Lambert W function is named after Johann Heinrich Lambert. The principal branch W_{0} is denoted Wp in the Digital Library of Mathematical Functions, and the branch W_{−1} is denoted Wm there.
The notation convention chosen here (with W_{0} and W_{−1}) follows the canonical reference on the Lambert W function by Corless, Gonnet, Hare, Jeffrey and Knuth.^{[3]}
The name "product logarithm" can be understood as this: Since the inverse function of f(w) = e^{w} is called the logarithm, it makes sense to call the inverse "function" of the product we^{w} as "product logarithm". (Technical note: like the complex logarithm, it is multivalued and thus W is described as the converse relation rather than inverse function.) It is related to the Omega constant, which is equal to W_{0}(1).
History[edit]
Lambert first considered the related Lambert's Transcendental Equation in 1758,^{[4]} which led to an article by Leonhard Euler in 1783^{[5]} that discussed the special case of we^{w}.
The equation Lambert considered was
Euler transformed this equation into the form
Both authors derived a series solution for their equations.
Once Euler had solved this equation, he considered the case a = b. Taking limits, he derived the equation
He then put a = 1 and obtained a convergent series solution for the resulting equation, expressing x in terms of c.
After taking derivatives with respect to x and some manipulation, the standard form of the Lambert function is obtained.
In 1993, it was reported that the Lambert W function provides an exact solution to the quantummechanical doublewell Dirac delta function model for equal charges^{[6]}—a fundamental problem in physics. Prompted by this, Rob Corless and developers of the Maple computer algebra system realized that "the Lambert W function has been widely used in many fields, but because of differing notation and the absence of a standard name, awareness of the function was not as high as it should have been."^{[3]}^{[7]}
Another example where this function is found is in Michaelis–Menten kinetics.^{[8]}
Although it was widely believed that the Lambert W function cannot be expressed in terms of elementary (Liouvillian) functions, the first published proof did not appear until 2008.^{[9]}
Elementary properties, branches and range[edit]
There are countably many branches of the W function, denoted by W_{k}(z), for integer k; W_{0}(z) being the main (or principal) branch. W_{0}(z) is defined for all complex numbers z while W_{k}(z) with k ≠ 0 is defined for all nonzero z. We have W_{0}(0) = 0 and W_{k}(z) = −∞ for all k ≠ 0.
The branch point for the principal branch is at z = −1/e, with a branch cut that extends to −∞ along the negative real axis. This branch cut separates the principal branch from the two branches W_{−1} and W_{1}. In all branches W_{k} with k ≠ 0, there is a branch point at z = 0 and a branch cut along the entire negative real axis.
The functions W_{k}(z), k ∈ Z are all injective and their ranges are disjoint. The range of the entire multivalued function W is the complex plane. The image of the real axis is the union of the real axis and the quadratrix of Hippias, the parametric curve w = −t cot t + it.
Inverse[edit]
The range plot above also delineates the regions in the complex plane where the simple inverse relationship is true. f = ze^{z} implies that there exists an n such that , where n depends upon the value of z. The value of the integer n changes abruptly when ze^{z} is at the branch cut of , which means that ze^{z} ≤ 0, except for where it is ze^{z} ≤ −1/e.
Defining , where x and y are real, and expressing e^{z} in polar coordinates, it is seen that
For , the branch cut for is the nonpositive real axis, so that
and
For , the branch cut for is the real axis with , so that the inequality becomes
Inside the regions bounded by the above, there are no discontinuous changes in , and those regions specify where the W function is simply invertible, i.e. .
Calculus[edit]
Derivative[edit]
By implicit differentiation, one can show that all branches of W satisfy the differential equation
(W is not differentiable for z = −1/e.) As a consequence, we get the following formula for the derivative of W:
Using the identity e^{W(z)} = z/W(z), we get the following equivalent formula:
At the origin we have
Integral[edit]
The function W(x), and many other expressions involving W(x), can be integrated using the substitution w = W(x), i.e. x = we^{w}:
(The last equation is more common in the literature but is undefined at x = 0). One consequence of this (using the fact that W_{0}(e) = 1) is the identity
Asymptotic expansions[edit]
The Taylor series of W_{0} around 0 can be found using the Lagrange inversion theorem and is given by
The radius of convergence is 1/e, as may be seen by the ratio test. The function defined by this series can be extended to a holomorphic function defined on all complex numbers with a branch cut along the interval (−∞, −1/e]; this holomorphic function defines the principal branch of the Lambert W function.
For large values of x, W_{0} is asymptotic to
where L_{1} = ln x, L_{2} = ln ln x, and [^{l + m}
_{l + 1}] is a nonnegative Stirling number of the first kind.^{[3]} Keeping only the first two terms of the expansion,
The other real branch, W_{−1}, defined in the interval [−1/e, 0), has an approximation of the same form as x approaches zero, with in this case L_{1} = ln(−x) and L_{2} = ln(−ln(−x)).^{[3]}
Integer and complex powers[edit]
Integer powers of W_{0} also admit simple Taylor (or Laurent) series expansions at zero:
More generally, for r ∈ Z, the Lagrange inversion formula gives
which is, in general, a Laurent series of order r. Equivalently, the latter can be written in the form of a Taylor expansion of powers of W_{0}(x) / x:
which holds for any r ∈ C and x < 1/e.
Bounds and inequalities[edit]
A number of nonasymptotic bounds are known for the Lambert function.
Hoorfar and Hassani^{[10]} showed that the following bound holds for x ≥ e:
They also showed the general bound
for every and , with equality only for . The bound allows many other bounds to be made, such as taking which gives the bound
In 2013 it was proven^{[11]} that the branch W_{−1} can be bounded as follows:
Roberto Iacono and John P. Boyd^{[12]} enhanced the bounds as follows:
Identities[edit]
A few identities follow from the definition:
Note that, since f(x) = xe^{x} is not injective, it does not always hold that W(f(x)) = x, much like with the inverse trigonometric functions. For fixed x < 0 and x ≠ −1, the equation xe^{x} = ye^{y} has two real solutions in y, one of which is of course y = x. Then, for i = 0 and x < −1, as well as for i = −1 and x ∈ (−1, 0), y = W_{i}(xe^{x}) is the other solution.
Some other identities:^{[13]}
 ^{[14]}

 (which can be extended to other n and x if the correct branch is chosen).
Substituting −ln x in the definition:^{[15]}
With Euler's iterated exponential h(x):
Special values[edit]
The following are special values of the principal branch:
 (the omega constant).
Representations[edit]
The principal branch of the Lambert function can be represented by a proper integral, due to Poisson:^{[16]}
On the wider domain −1/e ≤ x ≤ e, the considerably simpler representation was found by Mező:^{[17]}
Another representation of the principal branch was found by the same author^{[18]} and previously by KaluginJeffreyCorless:^{[19]}
The following continued fraction representation also holds for the principal branch:^{[20]}
Also, if W_{0} (x) < 1:^{[21]}
In turn, if W_{0} (x) > e, then
Other formulas[edit]
Definite integrals[edit]
There are several useful definite integral formulas involving the principal branch of the W function, including the following:
The first identity can be found by writing the Gaussian integral in polar coordinates.
The second identity can be derived by making the substitution u = W_{0} (x), which gives
Thus
The third identity may be derived from the second by making the substitution u = x^{−2} and the first can also be derived from the third by the substitution z = 1/√2 tan x.
Except for z along the branch cut (−∞, −1/e] (where the integral does not converge), the principal branch of the Lambert W function can be computed by the following integral:^{[22]}
where the two integral expressions are equivalent due to the symmetry of the integrand.
Indefinite integrals[edit]
Introduce substitution variable
Introduce substitution variable , which gives us and
Applications[edit]
Solving equations[edit]
The Lambert W function is used to solve equations in which the unknown quantity occurs both in the base and in the exponent, or both inside and outside of a logarithm. The strategy is to convert such an equation into one of the form ze^{z} = w and then to solve for z using the W function.
For example, the equation
(where x is an unknown real number) can be solved by rewriting it as
This last equation has the desired form and the solutions for real x are:
and thus:
Generally, the solution to
is:
where a, b, and c are complex constants, with b and c not equal to zero, and the W function is of any integer order.
Viscous flows[edit]
Granular and debris flow fronts and deposits, and the fronts of viscous fluids in natural events and in laboratory experiments can be described by using the Lambert–Euler omega function as follows:
where H(x) is the debris flow height, x is the channel downstream position, L is the unified model parameter consisting of several physical and geometrical parameters of the flow, flow height and the hydraulic pressure gradient.
In pipe flow, the Lambert W function is part of the explicit formulation of the Colebrook equation for finding the Darcy friction factor. This factor is used to determine the pressure drop through a straight run of pipe when the flow is turbulent.^{[23]}
Time dependent flow in simple branch hydraulic systems[edit]
The principal branch of the Lambert W function was employed in the field of mechanical engineering, in the study of time dependent transfer of Newtonian fluids between two reservoirs with varying free surface levels, using centrifugal pumps.^{[24]} The Lambert W function provided an exact solution to the flow rate of fluid in both the laminar and turbulent regimes:
Neuroimaging[edit]
The Lambert W function was employed in the field of neuroimaging for linking cerebral blood flow and oxygen consumption changes within a brain voxel, to the corresponding blood oxygenation level dependent (BOLD) signal.^{[25]}
Chemical engineering[edit]
The Lambert W function was employed in the field of chemical engineering for modelling the porous electrode film thickness in a glassy carbon based supercapacitor for electrochemical energy storage. The Lambert W function turned out to be the exact solution for a gas phase thermal activation process where growth of carbon film and combustion of the same film compete with each other.^{[26]}^{[27]}
Crystal growth[edit]
In the crystal growth, the negative principal of the Lambert Wfunction can be used to calculate the distribution coefficient,, and solute concentration in the melt, , ^{[28]} from the Scheil equation:
Materials science[edit]
The Lambert W function was employed in the field of epitaxial film growth for the determination of the critical dislocation onset film thickness. This is the calculated thickness of an epitaxial film, where due to thermodynamic principles the film will develop crystallographic dislocations in order to minimise the elastic energy stored in the films. Prior to application of Lambert W for this problem, the critical thickness had to be determined via solving an implicit equation. Lambert W turns it in an explicit equation for analytical handling with ease.^{[29]}
Porous media[edit]
The Lambert W function has been employed in the field of fluid flow in porous media to model the tilt of an interface separating two gravitationally segregated fluids in a homogeneous tilted porous bed of constant dip and thickness where the heavier fluid, injected at the bottom end, displaces the lighter fluid that is produced at the same rate from the top end. The principal branch of the solution corresponds to stable displacements while the −1 branch applies if the displacement is unstable with the heavier fluid running underneath the lighter fluid.^{[30]}
Bernoulli numbers and Todd genus[edit]
The equation (linked with the generating functions of Bernoulli numbers and Todd genus):
can be solved by means of the two real branches W_{0} and W_{−1}:
This application shows that the branch difference of the W function can be employed in order to solve other transcendental equations.^{[31]}
Statistics[edit]
The centroid of a set of histograms defined with respect to the symmetrized Kullback–Leibler divergence (also called the Jeffreys divergence ^{[32]}) has a closed form using the Lambert W function.^{[33]}
Pooling of tests for infectious diseases[edit]
Solving for the optimal group size to pool tests so that at least one individual is infected involves the Lambert W function.^{[34]}^{[35]}^{[36]}
Exact solutions of the Schrödinger equation[edit]
The Lambert W function appears in a quantummechanical potential, which affords the fifth – next to those of the harmonic oscillator plus centrifugal, the Coulomb plus inverse square, the Morse, and the inverse square root potential – exact solution to the stationary onedimensional Schrödinger equation in terms of the confluent hypergeometric functions. The potential is given as
A peculiarity of the solution is that each of the two fundamental solutions that compose the general solution of the Schrödinger equation is given by a combination of two confluent hypergeometric functions of an argument proportional to^{[37]}
The Lambert W function also appears in the exact solution for the bound state energy of the one dimensional Schrödinger equation with a Double Delta Potential.
Exact solution of QCD coupling constant[edit]
In Quantum chromodynamics, the quantum field theory of the Strong interaction, the coupling constant is computed perturbatively, the order n corresponding to Feynman diagrams including n quantum loops.^{[38]} The first order, n=1, solution is exact (at that the order) and analytical. At higher orders, n>1, there is no exact and analytical solution and one typically uses an iterative method to furnish an approximate solution. However, for second order, n=2, the Lambert function provides an exact (if nonanalytical) solution.^{[38]}
Exact solutions of the Einstein vacuum equations[edit]
In the Schwarzschild metric solution of the Einstein vacuum equations, the W function is needed to go from the Eddington–Finkelstein coordinates to the Schwarzschild coordinates. For this reason, it also appears in the construction of the Kruskal–Szekeres coordinates.
Resonances of the deltashell potential[edit]
The swave resonances of the deltashell potential can be written exactly in terms of the Lambert W function.^{[39]}
Thermodynamic equilibrium[edit]
If a reaction involves reactants and products having heat capacities that are constant with temperature then the equilibrium constant K obeys
for some constants a, b, and c. When c (equal to ΔC_{p}/R) is not zero we can find the value or values of T where K equals a given value as follows, where we use L for ln T.
If a and c have the same sign there will be either two solutions or none (or one if the argument of W is exactly −1/e). (The upper solution may not be relevant.) If they have opposite signs, there will be one solution.
Phase separation of polymer mixtures[edit]
In the calculation of the phase diagram of thermodynamically incompatible polymer mixtures according to the EdmondOgston model, the solutions for binodal and tielines are formulated in terms of Lambert W functions.^{[40]}
Wien's displacement law in a Ddimensional universe[edit]
Wien's displacement law is expressed as . With and , where is the spectral energy energy density, one finds . The solution shows that the spectral energy density is dependent on the dimensionality of the universe.^{[41]}
AdS/CFT correspondence[edit]
The classical finitesize corrections to the dispersion relations of giant magnons, single spikes and GKP strings can be expressed in terms of the Lambert W function.^{[42]}^{[43]}
Epidemiology[edit]
In the t → ∞ limit of the SIR model, the proportion of susceptible and recovered individuals has a solution in terms of the Lambert W function.^{[44]}
Determination of the time of flight of a projectile[edit]
The total time of the journey of a projectile which experiences air resistance proportional to its velocity can be determined in exact form by using the Lambert W function.
Electromagnetic surface wave propagation[edit]
The transcendental equation that appears in the determination of the propagation wave number of an electromagnetic axially symmetric surface wave (a lowattenuation single TM01 mode) propagating in a cylindrical metallic wire gives rise to an equation like u ln u = v (where u and v clump together the geometrical and physical factors of the problem), which is solved by the Lambert W function. The first solution to this problem, due to Sommerfeld circa 1898, already contained an iterative method to determine the value of the Lambert W function.^{[45]}
Orthogonal trajectories of real ellipses
The family of ellipses centered at is parameterized by eccentricity . The orthogonal trajectories of this family are given by the differential equation whose general solution is the family .
Generalizations[edit]
The standard Lambert W function expresses exact solutions to transcendental algebraic equations (in x) of the form:

(1) 
where a_{0}, c and r are real constants. The solution is
 An application to general relativity and quantum mechanics (quantum gravity) in lower dimensions, in fact a link (unknown prior to 2007^{[49]}) between these two areas, where the righthand side of (1) is replaced by a quadratic polynomial in x:
(2)
where r_{1} and r_{2} are real distinct constants, the roots of the quadratic polynomial. Here, the solution is a function which has a single argument x but the terms like r_{i} and a_{0} are parameters of that function. In this respect, the generalization resembles the hypergeometric function and the Meijer G function but it belongs to a different class of functions. When r_{1} = r_{2}, both sides of (2) can be factored and reduced to (1) and thus the solution reduces to that of the standard W function. Equation (2) expresses the equation governing the dilaton field, from which is derived the metric of the R = T or lineal twobody gravity problem in 1 + 1 dimensions (one spatial dimension and one time dimension) for the case of unequal rest masses, as well as the eigenenergies of the quantummechanical doublewell Dirac delta function model for unequal charges in one dimension.
 Analytical solutions of the eigenenergies of a special case of the quantum mechanical threebody problem, namely the (threedimensional) hydrogen moleculeion.^{[50]} Here the righthand side of (1) is replaced by a ratio of infinite order polynomials in x:
(3)
where r_{i} and s_{i} are distinct real constants and x is a function of the eigenenergy and the internuclear distance R. Equation (3) with its specialized cases expressed in (1) and (2) is related to a large class of delay differential equations. G. H. Hardy's notion of a "false derivative" provides exact multiple roots to special cases of (3).^{[51]}
Applications of the Lambert W function in fundamental physical problems are not exhausted even for the standard case expressed in (1) as seen recently in the area of atomic, molecular, and optical physics.^{[52]}
Plots[edit]

z = Re(W_{0}(x + iy))

z = Im(W_{0}(x + iy))

z = W_{0}(x + iy)

Superimposition of the previous three plots
Numerical evaluation[edit]
The W function may be approximated using Newton's method, with successive approximations to w = W(z) (so z = we^{w}) being
The W function may also be approximated using Halley's method,
given in Corless et al.^{[3]} to compute W.
For real , it could be approximated by the quadraticrate recursive formula of R. Iacono and J.P. Boyd:^{[12]}
Lajos Lóczi proves that by choosing appropriate ,
 if :
 if
 if
 for the principal branch :
 for the branch :
 for
 for
one can determine the maximum number of iteration steps in advance for any precision:^{[53]}
 if (Theorem 2.4):
 if (Theorem 2.9):
 if
 for the principal branch (Theorem 2.17):
 for the branch (Theorem 2.23):
Software[edit]
The Lambert W function is implemented as LambertW
in Maple,^{[54]} lambertw
in GP (and glambertW
in PARI), lambertw
in Matlab,^{[55]} also lambertw
in Octave with the specfun
package, as lambert_w
in Maxima,^{[56]} as ProductLog
(with a silent alias LambertW
) in Mathematica,^{[57]} as lambertw
in Python scipy's special function package,^{[58]} as LambertW
in Perl's ntheory
module,^{[59]} and as gsl_sf_lambert_W0
, gsl_sf_lambert_Wm1
functions in the special functions section of the GNU Scientific Library (GSL). In the Boost C++ libraries, the calls are lambert_w0
, lambert_wm1
, lambert_w0_prime
, and lambert_wm1_prime
. In R, the Lambert W function is implemented as the lambertW0
and lambertWm1
functions in the lamW
package.^{[60]}
C++ code for all the branches of the complex Lambert W function is available on the homepage of István Mező.^{[61]}
See also[edit]
 Wright Omega function
 Lambert's trinomial equation
 Lagrange inversion theorem
 Experimental mathematics
 Holstein–Herring method
 R = T model
 Ross' π lemma
Notes[edit]
 ^ Lehtonen, Jussi (April 2016), Rees, Mark (ed.), "The Lambert W function in ecological and evolutionary models", Methods in Ecology and Evolution, 7 (9): 1110–1118, doi:10.1111/2041210x.12568, S2CID 124111881
 ^ Chow, Timothy Y. (1999), "What is a closedform number?", American Mathematical Monthly, 106 (5): 440–448, arXiv:math/9805045, doi:10.2307/2589148, JSTOR 2589148, MR 1699262.
 ^ ^{a} ^{b} ^{c} ^{d} ^{e} Corless, R. M.; Gonnet, G. H.; Hare, D. E. G.; Jeffrey, D. J.; Knuth, D. E. (1996). "On the Lambert W function" (PDF). Advances in Computational Mathematics. 5: 329–359. doi:10.1007/BF02124750. S2CID 29028411.
 ^ Lambert J. H., "Observationes variae in mathesin puram", Acta Helveticae physicomathematicoanatomicobotanicomedica, Band III, 128–168, 1758.
 ^ Euler, L. "De serie Lambertina Plurimisque eius insignibus proprietatibus". Acta Acad. Scient. Petropol. 2, 29–51, 1783. Reprinted in Euler, L. Opera Omnia, Series Prima, Vol. 6: Commentationes Algebraicae. Leipzig, Germany: Teubner, pp. 350–369, 1921.
 ^ Scott, TC; Babb, JF; Dalgarno, A; Morgan, John D (Aug 15, 1993). "The calculation of exchange forces: General results and specific models". J. Chem. Phys. American Institute of Physics. 99 (4): 2841–2854. Bibcode:1993JChPh..99.2841S. doi:10.1063/1.465193. ISSN 00219606.
 ^ Corless, R. M.; Gonnet, G. H.; Hare, D. E. G.; Jeffrey, D. J. (1993). "Lambert's W function in Maple". The Maple Technical Newsletter. 9: 12–22. CiteSeerX 10.1.1.33.2556.
 ^ Mező, István (2022). The Lambert W Function: Its Generalizations and Applications. doi:10.1201/9781003168102. ISBN 9781003168102. S2CID 247491347.
 ^ Bronstein, Manuel; Corless, Robert M.; Davenport, James H.; Jeffrey, D. J. (2008). "Algebraic properties of the Lambert W function from a result of Rosenlicht and of Liouville" (PDF). Integral Transforms and Special Functions. 19 (10): 709–712. doi:10.1080/10652460802332342. S2CID 120069437. Archived (PDF) from the original on 20151211.
 ^ A. Hoorfar, M. Hassani, Inequalities on the Lambert W Function and Hyperpower Function, JIPAM, Theorem 2.7, page 7, volume 9, issue 2, article 51. 2008.
 ^ Chatzigeorgiou, I. (2013). "Bounds on the Lambert function and their Application to the Outage Analysis of User Cooperation". IEEE Communications Letters. 17 (8): 1505–1508. arXiv:1601.04895. doi:10.1109/LCOMM.2013.070113.130972. S2CID 10062685.
 ^ ^{a} ^{b} Iacono, Roberto; Boyd, John P. (20171201). "New approximations to the principal realvalued branch of the Lambert Wfunction". Advances in Computational Mathematics. 43 (6): 1403–1436. doi:10.1007/s1044401795303. ISSN 15729044. S2CID 254184098.
 ^ "Lambert function: Identities (formula 01.31.17.0001)".
 ^ "Lambert WFunction".
 ^ https://isaafp.org/entries/Lambert_W.html Note: although one of the assumptions of the relevant lemma states that x must be > 1/e, inspection of said lemma reveals that this assumption is unused. The lower bound is in fact x > 0. The reason for the branch switch at e is simple: for x > 1 there are always two solutions, ln x and another one that you'd get from the x on the other side of e that would feed the same value to W; these must crossover at x = e: [1] W_{n} cannot distinguish a value of ln x/x from an x < e from the same value from the other x > e, so it cannot flip the order of its return values.
 ^ Finch, S. R. (2003). Mathematical constants. Cambridge University Press. p. 450.
 ^ Mező, István. "An integral representation for the principal branch of the Lambert W function". Retrieved 24 April 2022.
 ^ Mező, István (2020). "An integral representation for the Lambert W function". arXiv:2012.02480 [math.CA]..
 ^ Kalugin, German A.; Jeffrey, David J.; Corless, Robert M. (2011). "Stieltjes, Poisson and other integral representations for functions of Lambert W". arXiv:1103.5640 [math.CV]..
 ^ Dubinov, A. E.; Dubinova, I. D.; Saǐkov, S. K. (2006). The Lambert W Function and Its Applications to Mathematical Problems of Physics (in Russian). RFNCVNIIEF. p. 53.
 ^ Robert M., Corless; David J., Jeffrey; Donald E., Knuth (1997). "A sequence of series for the Lambert W function". Proceedings of the 1997 international symposium on Symbolic and algebraic computation  ISSAC '97. pp. 197–204. doi:10.1145/258726.258783. ISBN 9780897918756. S2CID 6274712.
 ^ "The Lambert W Function". Ontario Research Centre for Computer Algebra.
 ^ More, A. A. (2006). "Analytical solutions for the Colebrook and White equation and for pressure drop in ideal gas flow in pipes". Chemical Engineering Science. 61 (16): 5515–5519. Bibcode:2006ChEnS..61.5515M. doi:10.1016/j.ces.2006.04.003.
 ^ Pellegrini, C. C.; Zappi, G. A.; VilaltaAlonso, G. (20220512). "An Analytical Solution for the TimeDependent Flow in Simple Branch Hydraulic Systems with Centrifugal Pumps". Arabian Journal for Science and Engineering. 47 (12): 16273–16287. doi:10.1007/s13369022068649. ISSN 2193567X. S2CID 248762601.
 ^ Sotero, Roberto C.; IturriaMedina, Yasser (2011). "From Blood oxygenation level dependent (BOLD) signals to brain temperature maps". Bull Math Biol (Submitted manuscript). 73 (11): 2731–47. doi:10.1007/s1153801196455. PMID 21409512. S2CID 12080132.
 ^ Braun, Artur; Wokaun, Alexander; Hermanns, HeinzGuenter (2003). "Analytical Solution to a Growth Problem with Two Moving Boundaries". Appl Math Model. 27 (1): 47–52. doi:10.1016/S0307904X(02)000859.
 ^ Braun, Artur; Baertsch, Martin; Schnyder, Bernhard; Koetz, Ruediger (2000). "A Model for the film growth in samples with two moving boundaries – An Application and Extension of the UnreactedCore Model". Chem Eng Sci. 55 (22): 5273–5282. doi:10.1016/S00092509(00)001433.
 ^ Asadian, M; Saeedi, H; Yadegari, M; Shojaee, M (June 2014). "Determinations of equilibrium segregation, effective segregation and diffusion coefficients for Nd+3 doped in molten YAG". Journal of Crystal Growth. 396 (15): 61–65. Bibcode:2014JCrGr.396...61A. doi:10.1016/j.jcrysgro.2014.03.028. https://doi.org/10.1016/j.jcrysgro.2014.03.028
 ^ Braun, Artur; Briggs, Keith M.; Boeni, Peter (2003). "Analytical solution to Matthews' and Blakeslee's critical dislocation formation thickness of epitaxially grown thin films". J Cryst Growth. 241 (1–2): 231–234. Bibcode:2002JCrGr.241..231B. doi:10.1016/S00220248(02)009417.
 ^ Colla, Pietro (2014). "A New Analytical Method for the Motion of a TwoPhase Interface in a Tilted Porous Medium". PROCEEDINGS,ThirtyEighth Workshop on Geothermal Reservoir Engineering,Stanford University. SGPTR202.([2])
 ^ D. J. Jeffrey and J. E. Jankowski, "Branch differences and Lambert W"
 ^ FlaviaCorina MitroiSymeonidis; Ion Anghel; Shigeru Furuichi (2019). "Encodings for the calculation of the permutation hypoentropy and their applications on fullscale compartment fire data". Acta Technica Napocensis. 62, IV: 607–616.
 ^ F. Nielsen, "Jeffreys Centroids: A ClosedForm Expression for Positive Histograms and a Guaranteed Tight Approximation for Frequency Histograms"
 ^ https://arxiv.org/abs/2005.03051 J. Batson et al., "A COMPARISON OF GROUP TESTING ARCHITECTURES FOR COVID19 TESTING".
 ^ A.Z. Broder, "A Note on Double Pooling Tests".
 ^ Rudolf Hanel, Stefan Thurner (2020). "Boosting testefficiency by pooled testing for SARSCoV2—Formula for optimal pool size". PLOS ONE. 15, 11 (11): e0240652. Bibcode:2020PLoSO..1540652H. doi:10.1371/journal.pone.0240652. PMC 7641378. PMID 33147228.
 ^ A.M. Ishkhanyan, "The Lambert W barrier – an exactly solvable confluent hypergeometric potential".
 ^ ^{a} ^{b} Deur, Alexandre; Brodsky, Stanley J.; De Téramond, Guy F. (2016). "The QCD running coupling". Progress in Particle and Nuclear Physics. 90: 1–74. arXiv:1604.08082. Bibcode:2016PrPNP..90....1D. doi:10.1016/j.ppnp.2016.04.003. S2CID 118854278.
 ^ de la Madrid, R. (2017). "Numerical calculation of the decay widths, the decay constants, and the decay energy spectra of the resonances of the deltashell potential". Nucl. Phys. A. 962: 24–45. arXiv:1704.00047. Bibcode:2017NuPhA.962...24D. doi:10.1016/j.nuclphysa.2017.03.006. S2CID 119218907.
 ^ Bot, A.; Dewi, B.P.C.; Venema, P. (2021). "Phaseseparating binary polymer mixtures: the degeneracy of the virial coefficients and their extraction from phase diagrams". ACS Omega. 6 (11): 7862–7878. doi:10.1021/acsomega.1c00450. PMC 7992149. PMID 33778298.
 ^ Cardoso, T. R.; de Castro, A. S. (2005). "The blackbody radiation in a Ddimensional universe". Rev. Bras. Ens. Fis. 27 (4): 559–563. doi:10.1590/S180611172005000400007.
 ^ Floratos, Emmanuel; Georgiou, George; Linardopoulos, Georgios (2014). "LargeSpin Expansions of GKP Strings". JHEP. 2014 (3): 0180. arXiv:1311.5800. Bibcode:2014JHEP...03..018F. doi:10.1007/JHEP03(2014)018. S2CID 53355961.
 ^ Floratos, Emmanuel; Linardopoulos, Georgios (2015). "LargeSpin and LargeWinding Expansions of Giant Magnons and Single Spikes". Nucl. Phys. B. 897: 229–275. arXiv:1406.0796. Bibcode:2015NuPhB.897..229F. doi:10.1016/j.nuclphysb.2015.05.021. S2CID 118526569.
 ^ Wolfram Research, Inc. "Mathematica, Version 12.1". Champaign IL, 2020.
 ^ Mendonça, J. R. G. (2019). "Electromagnetic surface wave propagation in a metallic wire and the Lambert W function". American Journal of Physics. 87 (6): 476–484. arXiv:1812.07456. Bibcode:2019AmJPh..87..476M. doi:10.1119/1.5100943. S2CID 119661071.
 ^ Scott, T. C.; Mann, R. B.; Martinez Ii, Roberto E. (2006). "General Relativity and Quantum Mechanics: Towards a Generalization of the Lambert W Function". AAECC (Applicable Algebra in Engineering, Communication and Computing). 17 (1): 41–47. arXiv:mathph/0607011. Bibcode:2006math.ph...7011S. doi:10.1007/s0020000601961. S2CID 14664985.
 ^ Scott, T. C.; Fee, G.; Grotendorst, J. (2013). "Asymptotic series of Generalized Lambert W Function". SIGSAM (ACM Special Interest Group in Symbolic and Algebraic Manipulation). 47 (185): 75–83. doi:10.1145/2576802.2576804. S2CID 15370297.
 ^ Scott, T. C.; Fee, G.; Grotendorst, J.; Zhang, W.Z. (2014). "Numerics of the Generalized Lambert W Function". SIGSAM. 48 (1/2): 42–56. doi:10.1145/2644288.2644298. S2CID 15776321.
 ^ Farrugia, P. S.; Mann, R. B.; Scott, T. C. (2007). "Nbody Gravity and the Schrödinger Equation". Class. Quantum Grav. 24 (18): 4647–4659. arXiv:grqc/0611144. Bibcode:2007CQGra..24.4647F. doi:10.1088/02649381/24/18/006. S2CID 119365501.
 ^ Scott, T. C.; AubertFrécon, M.; Grotendorst, J. (2006). "New Approach for the Electronic Energies of the Hydrogen Molecular Ion". Chem. Phys. 324 (2–3): 323–338. arXiv:physics/0607081. Bibcode:2006CP....324..323S. CiteSeerX 10.1.1.261.9067. doi:10.1016/j.chemphys.2005.10.031. S2CID 623114.
 ^ Maignan, Aude; Scott, T. C. (2016). "Fleshing out the Generalized Lambert W Function". SIGSAM. 50 (2): 45–60. doi:10.1145/2992274.2992275. S2CID 53222884.
 ^ Scott, T. C.; Lüchow, A.; Bressanini, D.; Morgan, J. D. III (2007). "The Nodal Surfaces of Helium Atom Eigenfunctions" (PDF). Phys. Rev. A. 75 (6): 060101. Bibcode:2007PhRvA..75f0101S. doi:10.1103/PhysRevA.75.060101. hdl:11383/1679348. Archived (PDF) from the original on 20170922.
 ^ Lóczi, Lajos (20221115). "Guaranteed and highprecision evaluation of the Lambert W function". Applied Mathematics and Computation. 433: 127406. doi:10.1016/j.amc.2022.127406. ISSN 00963003.
 ^ "LambertW  Maple Help".
 ^ lambertw – MATLAB
 ^ Maxima, a Computer Algebra System
 ^ ProductLog at WolframAlpha
 ^ "Scipy.special.lambertw — SciPy v0.16.1 Reference Guide".
 ^ ntheory at MetaCPAN
 ^ Adler, Avraham (20170424), lamW: Lambert W Function, retrieved 20171219
 ^ The webpage of István Mező
References[edit]
 Corless, R.; Gonnet, G.; Hare, D.; Jeffrey, D.; Knuth, Donald (1996). "On the Lambert W function" (PDF). Advances in Computational Mathematics. 5: 329–359. arXiv:1809.07369. doi:10.1007/BF02124750. ISSN 10197168. S2CID 29028411. Archived from the original (PDF) on 20101214. Retrieved 20070310.
 ChapeauBlondeau, F.; Monir, A. (2002). "Evaluation of the Lambert W Function and Application to Generation of Generalized Gaussian Noise With Exponent 1/2" (PDF). IEEE Trans. Signal Process. 50 (9). doi:10.1109/TSP.2002.801912. Archived from the original (PDF) on 20120328. Retrieved 20040310.
 Francis; et al. (2000). "Quantitative General Theory for Periodic Breathing". Circulation. 102 (18): 2214–21. CiteSeerX 10.1.1.505.7194. doi:10.1161/01.cir.102.18.2214. PMID 11056095. S2CID 14410926. (Lambert function is used to solve delaydifferential dynamics in human disease.)
 Hayes, B. (2005). "Why W?" (PDF). American Scientist. 93 (2): 104–108. doi:10.1511/2005.2.104. Archived (PDF) from the original on 20221010.
 Roy, R.; Olver, F. W. J. (2010), "Lambert W function", in Olver, Frank W. J.; Lozier, Daniel M.; Boisvert, Ronald F.; Clark, Charles W. (eds.), NIST Handbook of Mathematical Functions, Cambridge University Press, ISBN 9780521192255, MR 2723248.
 Stewart, Seán M. (2005). "A New Elementary Function for Our Curricula?" (PDF). Australian Senior Mathematics Journal. 19 (2): 8–26. ISSN 08194564. Archived (PDF) from the original on 20221010.
 Veberic, D., "Having Fun with Lambert W(x) Function" arXiv:1003.1628 (2010); Veberic, D. (2012). "Lambert W function for applications in physics". Computer Physics Communications. 183 (12): 2622–2628. arXiv:1209.0735. Bibcode:2012CoPhC.183.2622V. doi:10.1016/j.cpc.2012.07.008. S2CID 315088.
 Chatzigeorgiou, I. (2013). "Bounds on the Lambert function and their Application to the Outage Analysis of User Cooperation". IEEE Communications Letters. 17 (8): 1505–1508. arXiv:1601.04895. doi:10.1109/LCOMM.2013.070113.130972. S2CID 10062685.
External links[edit]
 National Institute of Science and Technology Digital Library – Lambert W
 MathWorld – Lambert WFunction
 Computing the Lambert W function
 Corless et al. Notes about Lambert W research
 GPL C++ implementation with Halley's and Fritsch's iteration.
 Special Functions of the GNU Scientific Library – GSL
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