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Solubility

 

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Solubility


 
 

Solubility is a characteristic physical propertyPhysical property Overview

A physical property is any aspect of an object or substance that can be measured or perceived without changing its identity....
 referring to the ability of a given substance, the solute, to dissolve in a solventSolvent

A solvent is a fluid phase that dissolves a solid, liquid, or gaseous solute, resulting in a solution....
. It is measured in terms of the maximum amount of solute dissolvedSolvation

Solvation is the attraction and association of molecules of a solvent with molecules or ions of a solute....
 in a solvent at equilibriumChemical equilibrium

Chemical equilibrium is the state in which the concentrations of the reactants and products have no net change over time....
. The resulting solution is called a saturated solutionSolution

In chemistry, a solution is a homogeneous mixture composed of one or more substances, known as solutes, dissolved i...
. Certain liquids are soluble in all proportions with a given solvent, such as ethanolEthanol

This article is about the chemical compound....
 in waterWater

Water is a tasteless, odorless substance that is essential to all known forms of life and is known as the universal solve...
. This property is known as miscibilityMiscible Summary

The chemistry term miscible refers to the property of various substances, particularly liquids, that allows them to be m...
. Under certain conditions the equilibrium solubilitySolubility equilibrium

Solubility equilibrium is any chemical equilibrium between solid and dissolved states of a compound at saturation....
 can be exceeded to give a so-called supersaturatedSupersaturation

The term supersaturation refers to a solution that contains more of the dissolved material than could be dissolved by the so...
 solution, which is metastableMetastability in molecules

Metastability is the ability of a non-equilibrium state to persist for a some period of time....
.

In a solution, the solvent is generally a liquid, which can be a pure substance or a mixtureMixture

In chemistry, a mixture is the product of a mechanical blending or mixing of chemical substances like elements and compounds...
. The species that dissolves, the solute, can be a gas, another liquid, or a solid. Solubilities range widely, from infinitely soluble such as ethanolEthanol

This article is about the chemical compound....
 in waterFacts About Water

Water is a tasteless, odorless substance that is essential to all known forms of life and is known as the universal solve...
, to poorly soluble, such as silver chlorideSilver chloride

Silver chloride chloride) is a chemical compound with chemical formula AgCl and is composed of one silver and one chlorin...
 in water. The term insoluble is often applied to poorly soluble compounds, although in some cases insolubility means that a compound is very poorly soluble.

Molecular view

Solubility occurs under dynamic equilibrium, which means that solubility results from the simultaneous and opposing processes of dissolutionSolvation

Solvation is the attraction and association of molecules of a solvent with molecules or ions of a solute....
 and precipitationFacts About Precipitation (chemistry)

Precipitation is the formation of a solid in a solution during a physical reaction, such as evaporation....
. The solubility equilibrium occurs when the two processes proceed at the same rate.

The solubility equilibrium is relatively straightforward for covalentCovalent bond

Covalent bonding is an intramolecular form of chemical bonding characterized by the sharing of one or more pairs of electron...
 substances such as benzene. When dissolved in water, the benzene molecules remain intact but interact with and are generally surrounded by molecules of water. When, however, an ionicIonic bond

Ionic bonds are a type of chemical bond based on electrostatic forces between two oppositely-charged ions....
 compound such as sodium chlorideSodium chloride

Sodium chloride, also known as common salt, table salt, or halite, is a chemical compound with the formula NaCl....
 (NaCl) dissolves in water, the sodium chloride latticeCrystal structure

In mineralogy and crystallography, a crystal structure is a unique arrangement of atoms in a crystal....
 dissociatesDissociation (chemistry)

Dissociation in chemistry and biochemistry is a general process in which complexes, molecules, or salts separate or split in...
 into individual ions that are solvatedSolvation

Solvation is the attraction and association of molecules of a solvent with molecules or ions of a solute....
 or surrounded by water molecules. Nonetheless, NaCl is said to dissolve in water, because evaporation of the solvent returns crystalline NaCl.

The term "dissolving" is sometimes applied to an irreversible chemical reactionChemical reaction

A chemical reaction is a process that results in the interconversion of chemical substances ....
, as with iron in nitric acidNitric acid

The chemical compound nitric acid , otherwise known as aqua fortis or spirit of nitre, is a colorless, corrosiv...
, but in such a case the thermodynamic concept of solubility does not apply.

When a solute dissolves, it may form several species in the solution. For example, an aqueousAqueous

Aqueous means pertaining to, related to, similar to, or dissolved in water....
 suspensionSuspension (chemistry)

In chemistry, a suspension is a colloidal dispersion in which a finely-divided species is combined with another species, wit...
 of ferrous hydroxideIron(II) hydroxide

Iron hydroxide or ferrous hydroxide is an insoluble compound produced when iron ions, from a compound such as iron sul...
, , will contain the series [](2-x)+ as well as other oligomerOligomer

In chemistry, an oligomer consists of a finite number of monomer units, in contrast to a polymer which, at least in principl...
ic species. Furthermore, the solubility of ferrous hydroxide and the composition of its soluble components depends on pHPH

pH is a measure of the acidity of a solution, in terms of activity of hydrogen ions ....
. In general, solubility in the solvent phase can be given only for a specific solute which is thermodynamically stable, and the value of the solubility will include all the species in the solution (in the example above, all the iron-containing complexes).

Factors affecting solubility

Solubility is defined for specific phasesPhase (matter)

In the physical sciences, a phase is a set of states of a macroscopic physical system that have relatively uniform chemical ...
. For example, the solubility of aragoniteAragonite

Aragonite is a carbonate mineral. It and the mineral calcite are the two common, naturally occurring polymorphs of calcium c...
 and calciteCalcite

The carbonate mineral calcite is a calcium carbonate corresponding to the formula CaCO3 and is one of the most widely distri...
 in water are expected to differ, even though they are both polymorphs of calcium carbonateCalcium carbonate

Calcium carbonate is a chemical compound, with chemical formula CaCO3....
, and have the same chemical formulaChemical formula Overview

A chemical formula is a concise way of expressing information about the atoms that constitute a particular chemical compoun...
.

The solubility of one substance dissolving in another is determined by the balance of intermolecular forceIntermolecular force

Intermolecular forces are electromagnetic forces which act between molecules or between widely separated regions of a macrom...
s between the solvent and solute, and the entropyEntropy

In thermodynamics, entropy, symbolized by S, is a state function of a thermodynamic system defined by the differential q...
 change that accompanies the solvation. Factors such as temperature and pressure will alter this balance, thus changing the solubility.

Solubility may also strongly depend on the presence of other species dissolved in the solvent, for example, complex-Complex (chemistry)

A complex in chemistry usually is used to describe molecules or ensembles formed by the combination of ligands and metal ion...
forming anions in liquids. Solubility will also depend on the excess or deficiency of a common ion in the solution, a phenomenon known as the common-ion effectCommon-ion effect

The common-ion effect is a term used to describe the effect on a solution of two dissolved solutes that contain the same ion...
. To a lesser extent, solubility will depend on the ionic strengthIonic strength

The ionic strength of a solution is a function of the concentration of ions in a solution....
 of liquid solutions. The last two effects can be quantified using the equation for solubility equilibriumSolubility equilibrium

Solubility equilibrium is any chemical equilibrium between solid and dissolved states of a compound at saturation....
.

Solubility (metastable) also depends on the physical size of the crystal or droplet of solute (or, strictly speaking, on the specific or molar surface area of the solute). For quantification, see the equation in the article on solubility equilibriumSolubility equilibrium

Solubility equilibrium is any chemical equilibrium between solid and dissolved states of a compound at saturation....
. For highly defective crystals, solubility may increase with the increasing degree of disorder. Both of these effects occur because of the dependence of solubility constant on the Gibbs energy of the crystal. The last two effects, although often difficult to measure, are of practical importance. For example, they provide the driving force for precipitate aging (the crystal size spontaneously increasing with time).

Temperature


The solubility of a given solute in a given solvent typically depends on temperature. For around 95% of solids, the solubility increases with temperature from ambient to 100 °C. In liquid water at high temperatures, (e.g., that approaching the critical temperatureCritical temperature

The critical temperature, Tc, of a material is the temperature above which distinct liquid and gas phases do not exist....
), the solubility of ionic solutes tends to decrease due to the change of properties and structure of liquid water; the lower dielectric constantDielectric constant

The relative dielectric constant of a material under given conditions is a measure of the extent to which it concentrates el...
 results in a less polar solvent.

GasGas

A gas is one of the four main phases of matter , that subsequently appear as a solid material is subjected to increasingly h...
eous solutes exhibit more complex behavior with temperature. As the temperature is raised, gases usually become less soluble in water, but more soluble in organic solvents.

The chart shows solubility curves for some typical solid inorganic saltSalt

In chemistry, a salt is any ionic compound composed of cations and anions so that the product is neutral ....
s. Many salts behave like barium nitrateBarium nitrate

Barium Nitrate chemical formula Ba2 is a salt of barium and the nitrate ion....
 and disodium hydrogen arsenate, and show a large increase in solubility with temperature. Some solutes (e.g. NaCl in water) exhibit solubility which is fairly independent of temperature. A few, such as cerium(III) sulfate, become less soluble in water as temperature increases. This is sometimes referred to as "retrograde" or "inverse" solubility. Occasionally, a more complex pattern is observed, as with sodium sulfateSodium sulfate

Sodium sulfate is an important compound of sodium....
, where the less soluble decahydrateHydrate

Hydrate is a term which means different things in inorganic chemistry and organic chemistry....
 crystal loses water of crystallizationWater of crystallization

Water of crystallization is water that occurs in crystals but is not covalently bonded to a host molecule or ion....
 at 32 °C to form a more soluble anhydrousAnhydrous

An ionic crystal is said to be anhydrous if it contains no water....
 phase.

The solubility of organic compounds nearly always increases with temperature. The technique of recrystallizationRecrystallization

In chemistry, recrystallization is a procedure for purifying compounds....
, used for purification of solids, depends on a solute's different solubilities in hot and cold solvent. A few exceptions exist, such as certain cyclodextrinCyclodextrin Summary

Cyclodextrins make up a family of cyclic oligosaccharides, composed of 5 or more a-D-glucopyranoside units linked 1->4, as i...
s.

Pressure

For condensed phases (solids and liquids), the pressure dependence of solubility is typically weak and usually neglected in practice. Assuming an ideal solution, the dependence can be quantified as:

where the index i iterates the components, Ni is the mole fraction of the ith component in the solution, P is the pressure, the index T refers to constant temperature, Vi,aq is the partial molar volumePartial molar volume

Partial molar volumes are applicable to real mixtures, including solutions, in which the volumes of the separate, initial co...
 of the ith component in the solution, Vi,cr is the partial molar volume of the ith component in the dissolving solid, and R is the universal gas constant.

Solubility of gases

Henry's lawHenry's law

In chemistry, Henry's law is one of the gas laws, formulated by William Henry....
 is used to quantify the solubility of gases in solvents. The solubility of a gas in a solvent is directly proportional to the partial pressurePartial pressure

In a mixture of ideal gases, each gas has a partial pressure which is the pressure which the gas would have if it alone occu...
 of that gas above the solvent. This relationship is written as:
where k is a temperature-dependent constant (for example, 769.2 LLitre

The litre or liter is a unit of volume....
atmAtmosphere (unit)

Standard atmosphere is a unit of pressure....
/molMole (unit)

The mole is the SI base unit that measures amount of substance. ...
 for dioxygenDioxygen

Dioxygen, O2, is the most common form of the element oxygen in normal conditions....
 (O2) in water at 298 K), p is the partial pressure (atm), and c is the concentrationConcentration

In chemistry, concentration is the measure of how much of a given substance there is mixed with another substance....
 of the dissolved gas in the liquid (mol/L).

Polarity

A popular aphorismFacts About Aphorism

Aphorism, literally a distinction or a definition, is a term used to describe a principle expressed tersely in a few telling...
 used for predicting solubility is "like dissolves like". This indicates that a solute will dissolve best in a solvent that has a similar polarityChemical polarity

Chemical polarity, also known as bond polarity or just polarity, is a concept in chemistry which describes how e...
 to itself. This is a rather simplistic view, since it ignores many solvent-solute interactions, but it is a useful rule-of-thumb. For example, a very polar solute such as ureaUrea

Urea is an organic compound of carbon, nitrogen, oxygen and hydrogen, with the formula CON2H4 or 2CO....
 is very soluble in highly polar water, less soluble in fairly polar methanolMethanol

Methanol, also known as methyl alcohol or wood alcohol, is a chemical compound with chemical formula CH3OH....
, and practically insoluble in non-polar solvents such as benzeneBenzene

Benzene, also known as benzol, is an organic chemical compound with the formula C6H6....
. In contrast, a non-polar or lipophilic solute such as naphthaleneNaphthalene

Naphthalene is a crystalline, aromatic, white, solid hydrocarbon, best known as the primary ingredient of mothballs....
 is insoluble in water, fairly soluble in methanol, and highly soluble in non-polar benzene.

Liquid solubilities also generally follow this rule. Lipophilic plant oils, such as olive oil and palm oil, dissolve in non-polar solvents such as alkanes, but are less soluble in polar liquids such as water.

Synthetic chemists often exploit differences in solubilities to separate and purify compounds from reaction mixtures, using the technique of liquid-liquid extractionLiquid-liquid extraction

Liquid-liquid extraction, also known as solvent extraction and partitioning, is a method to separate compounds b...
.

Rate of dissolution

DissolutionSolvation

Solvation is the attraction and association of molecules of a solvent with molecules or ions of a solute....
 is not always an instantaneous process. It is fast when salt and sugar dissolve in water but much slower for a tablet of aspirinAspirin

Aspirin or acetylsalicylic acid is a drug in the family of salicylates, often used as an analgesic , antipyretic , an...
 or a large crystal of hydrated copper(II) sulfateCopper(II) sulfate

Copper sulfate, the chemical compound with the formula CuSO4, is a common salt of copper....
. The speed at which a solid dissolves may depend on its crystalline properties (i.e. whether it is crystalline or amorphous), and the crystal size) and the presence of polymorphismPolymorphism (materials science)

Polymorphism in materials science is the ability of a solid material to exist in more than one form or crystal structure....
. This is important in many practical systems, for example in designing methods for controlled drug deliveryDrug delivery

Drug delivery is a term that refers to the delivery of a pharmaceutical compound to humans or animals....
. Critically, the dissolution rate depends on the presence of mixing and other factors that determine the degree of undersaturation in the liquid solvent film immediately adjacent to the solid solute crystal. In some cases, solubility equilibria can take a long time to establish (hours, days, months, or many years; depending on the nature of the solute and other factors). In practice, it means that the amount of solute in a solution is not always determined by its thermodynamic solubility, but may depend on kinetics of dissolution (or precipitation).

The rate of dissolution and solubility should not be confused as they are different concepts, kinetic and thermodynamic, respectively.

Quantification of solubility

Solubility is commonly expressed as a concentration, either by mass (g of solute per kg of solvent, g per dL (100 mL) of solvent), molarity, molality, mole fraction or other similar descriptions of concentration. The maximum equilibrium amount of solute that can dissolve per amount of solvent is the solubility of that solute in that solvent under the specified conditions. The advantage of expressing solubility in this manner is its simplicity, while the disadvantage is that it can strongly depend on the presence of other species in the solvent (for example, the common ion effect).

Solubility constants are used to describe saturated solutions of ionic compounds of relatively low solubility (see solubility equilibriumSolubility equilibrium

Solubility equilibrium is any chemical equilibrium between solid and dissolved states of a compound at saturation....
). The solubility constant is a special case of an equilibrium constantEquilibrium constant

In chemistry, the equilibrium constant is a quantity characterizing a chemical equilibrium in a chemical reaction which is a...
. It describes the balance between dissolved ions from the salt and undissolved salt. The solubility constant is also "applicable" (i.e. useful) to precipitationPrecipitation (chemistry)

Precipitation is the formation of a solid in a solution during a physical reaction, such as evaporation....
, the reverse of the dissolving reaction. As with other equilibrium constants, temperatureTemperature

In thermodynamics, temperature is a measure of the tendency of an object or system to spontaneously give up energy....
 can affect the numerical value of solubility constant. The solubility constant is not as simple as solubility, however the value of this constant is generally independent of the presence of other species in the solvent.

The Flory-Huggins solution theoryFlory-Huggins solution theory

Flory-Huggins solution theory is a mathematical model of the thermodynamics of polymer solutions which takes account of the ...
 is a theoretical model describing the solubility of polymers. The Hansen Solubility ParametersHansen Solubility Parameters Overview

Hansen Solubility Parameters were developed by Charles Hansen as a way of predicting if one material will dissolve in anothe...
 and the Hildebrand solubility parameterHildebrand solubility parameter Overview

The Hildebrand solubility parameter provides a numerical estimate of the degree of interaction between materials, and can b...
s are empirical methods for the prediction of solubility. It is also possible to predict solubility from other physical constants such as the enthalpy of fusionEnthalpy of fusion Overview

The standard enthalpy of fusion , also known as the heat of fusion or specific melting heat, is the amount of th...
.

The partition coefficientPartition coefficient

A partition coefficient is a measure of differential solubility of a compound in two solvents....
 is a measure of differential solubility of a compound in a hydrophobicHydrophobe Overview

----Hydrophobe in chemistry refers to the physical property of a molecule that is repelled by water....
 solvent and a hydrophilicHydrophile

Hydrophile, from the Greek ' "water" and f???a ' "friendship," refers to a physical property of a molecule that can tr...
 solvent. The logarithm of these two values enables compounds to be ranked in terms of hydrophilicity (or hydrophobicity).

Applications

Solubility is of fundamental importance in a large number of scientific disciplines and practical applications, ranging from ore processing, to the use of medicines, and the transport of pollutants.

Solubility is often said to be one of the "characteristic properties of a substance," which means that solubility is commonly used to describe the substance, to indicate a substance's polarity, to help to distinguish it from other substances, and as a guide to applications of the substance. For example, indigoIndigo dye Overview

Indigo dye is an important dyestuff with a distinctive blue color ....
 is described as "insoluble in water, alcohol, or ether but soluble in chloroform, nitrobenzene, or concentrated sulfuric acid".

Solubility of a substance is useful when separating mixtures. For example, a mixture of salt and silica may be separated by dissolving the salt in water, and filtering off the undissolved silica. The synthesis of chemical compounds, by the milligram in a laboratory, or by the ton in industry, both make use of the relative solubilities of the desired product, as well as unreacted starting materials, byproducts, and side products to achieve separation.

Another example of this is the synthesis of benzoic acidBenzoic acid

Benzoic acid, C6H5COOH, is a colourless crystalline solid and the simplest aromatic carboxylic acid....
 from phenylmagnesium bromidePhenylmagnesium bromide

Phenylmagnesium bromide, with the simplified formula C6H5MgBr, is a a magnesium-containing organometallic compound....
 and dry iceDry ice

Dry ice is ce sublimates, changing directly to a gas at atmospheric pressure....
. Benzoic acid is more soluble in an organic solvent such as dichloromethaneDichloromethane

Dichloromethane or methylene chloride is the chemical compound with the formula CH2Cl2....
 or diethyl etherDiethyl ether

Diethyl ether, also known as ether and ethoxyethane, is a clear, colorless, and highly flammable liquid with a ...
, and when shaken with this organic solvent in a separatory funnelSeparatory funnel Overview

A separatory funnel or separation funnel or separating funnel is a piece of laboratory glassware used to partiti...
, will preferentially dissolve in the organic layer. The other reaction products, including the magnesium bromide, will remain in the aqueous layer, clearly showing that separation based on solubility is achieved. This process, known as liquid-liquid extractionLiquid-liquid extraction

Liquid-liquid extraction, also known as solvent extraction and partitioning, is a method to separate compounds b...
, is an important technique in synthetic chemistry.

Solubility of ionic compounds in water

Some ionic compounds dissolve in water, which arises because of the attraction between positive and negative charges (see: solvationSolvation

Solvation is the attraction and association of molecules of a solvent with molecules or ions of a solute....
). For example, the salt's positive ions (i.e. Ag+) attract the partially-negative oxygens in H2O. Likewise, the salt's negative ions (i.e. Cl-) attract the partially-positive hydrogens in in H2O. Note: oxygen is partially-negative because it is more electronegative than hydrogen, and vice-versa (see: chemical polarityChemical polarity

Chemical polarity, also known as bond polarity or just polarity, is a concept in chemistry which describes how e...
).

AgCl(s) Ag+(aq) + Cl-(aq)


However, there is a limit to how much salt can be dissolved in a given volume of water. This amount is given by the solubility product, Ksp. This value depends on the type of salt (AgCl vs. NaI, for example), temperature, and the common ion effect.

One can calculate the amount of AgCl that will dissolve in 1 liter of water, some algebra is required.

Ksp = [Ag+] × [Cl-] (definition of solubility product)
Ksp = 1.8 × 10-10 (from a table of solubility products)

[Ag+] = [Cl-], in the absence of other silver or chloride salts,
[Ag+]2 = 1.8 × 10-10
[Ag+] = 1.34 × 10-5


The result: 1 liter of water can dissolve 1.34 × 10-5 molesMole (unit)

The mole is the SI base unit that measures amount of substance. ...
 of AgCl(s) at room temperature. Compared with other types of salts, AgCl is poorly soluble in water. In contrast, table salt (NaCl) has a higher Ksp and is, therefore, more soluble.

Solubility of organic compounds

The principle outlined above under polarity, that like dissolves like, is the usual guide to solubility with organic systems. For example, petroleum jellyPetroleum jelly

Vaseline is a well-known brand of petrolatum originally produced by Chesebrough-Ponds, which was purchased by Unilever...
 will dissolve in gasolineGasoline

Gasoline, also called petrol, is a petroleum-derived liquid mixture consisting primarily of hydrocarbons and enhanced ...
; both of which are lipophilic. This is because petroleum jelly consists of long carbon chains, as does the gasoline. It will not, on the other hand, dissolve in alcohol or water, since the polarity of these solvents is too high. Sugar will not dissolve in gasoline, since sugar is too polar in comparison with gasoline. A mixture of gasoline and sugar can therefore be separated by filtrationFiltration Summary

In chemistry, alchemy and water treatment, filtration is the process of using a filter to mechanically separate a mixture....
, or extraction with water.

Solid solution

This term is often used in the field of metallurgyMetallurgy

Metallurgy is a domain of materials science and of materials engineering that studies the physical and chemical behavior of ...
 to refer to the extent that an alloyAlloy

An alloy is a combination, either in solution or compound, of two or more elements, at least one of which is a metal, and wh...
ing element will dissolve into the base metalBase metal

In chemistry, the term base metal is used informally to refer to a metal that oxidizes or corrodes relatively easily, and re...
 without forming a separate phase. The solubility line (or curve) is the line (or lines) on a phase diagramPhase diagram

In physical chemistry and materials science, a phase diagram is a type of graph used to show the equilibrium conditions betw...
 which give the limits of solute addition. That is, the lines show the maximum amount of a component that can be added to another component and still be in solid solutionSolid solution

A solid solution is a solid-state solution of one or more solutes in a solvent....
. In microelectronic fabrication, solid solubility refers to the maximum concentration of impurities one can place into the substrate.

Incongruent dissolution

Many substances dissolve congruently, i.e., the composition of the solid and the dissolved solute stoichiometrically match. However, some substances may dissolve incongruentlyIncongruent transition

Incongruent transition, in chemistry, is a mass transition between two phases which involves a change in composition....
, whereby the composition of the solute in solution does not match that of the solid. This is accompanied by alteration of the "primary solid" and possibly formation of a secondary solid phase. However, generally, some primary solid also remains and a complex solubility equilibrium establishes. For example, dissolution of albiteAlbite

Albite is an alkali feldspar mineral....
 may result in formation of gibbsiteGibbsite

Gibbsite, Al3, is an important ore of aluminium and is one of three minerals that make up the rock bauxite....
.

NaAlSi3O8(s) + H+ + 7H2O = Na+ + Al(OH)3(s) + 3H4SiO4.


In this case, the solubility of albite is expected to depend on the solid-to-solvent ratio. This kind of solubility is of great importance in geology, where it results in formation of metamorphic rockFacts About Metamorphic rock

Metamorphic rock is the result of the transformation of a pre-existing rock type, the protolith, in a process called met...
s.

See also

  • Solubility equilibriumFacts About Solubility equilibrium

    Solubility equilibrium is any chemical equilibrium between solid and dissolved states of a compound at saturation....
  • Biopharmaceutics Classification SystemBiopharmaceutics Classification System

    This system is a guidance for predicting the intestinal drug absorption provided by the U.S....
  • Hot water extractionHot water extraction

    The Hot Water Extraction method, is a method used in chemistry for extraction and for "steam cleaning" ....


External links

  • interactive calculation of aqueous solubility of compounds at using several algorithms
  • web based calculation of aqueous and DMSO solubility of compounds QUANTUM web based prediction of aqueous and DMSO solubility of compounds
  • aqueous solubility prediction