Low-energy ion scattering spectroscopy (LEIS), sometimes referred to simply as ion scattering spectroscopy (ISS), is a
surface-sensitive analytical technique used to characterize the chemical and structural makeup of materials. LEIS involves directing a
stream of charged particles known as
ions at a surface and making observations of the positions,
velocities, and
energies of the ions that have interacted with the surface. Data that is thus collected can be used to deduce information about the material such as the relative positions of
atoms
Every atom is composed of a nucleus and one or more electrons bound to the nucleus. The nucleus is made of one or more protons and a number of neutrons. Only the most common variety of hydrogen has no neutrons.
Every solid, liquid, gas, an ...
in a
surface lattice and the
elemental identity of those atoms. LEIS is closely related to both
medium-energy ion scattering (MEIS) and
high-energy ion scattering (HEIS, known in practice as
Rutherford backscattering spectroscopy, or RBS), differing primarily in the energy range of the ion beam used to probe the surface. While much of the information collected using LEIS can be obtained using other surface science
techniques
Technique or techniques may refer to:
Music
* The Techniques, a Jamaican rocksteady vocal group of the 1960s
*Technique (band), a British female synth pop band in the 1990s
* ''Technique'' (album), by New Order, 1989
* ''Techniques'' (album), by M ...
, LEIS is unique in its
sensitivity to both structure and composition of surfaces. Additionally, LEIS is one of a very few surface-sensitive techniques capable of directly observing
hydrogen atoms, an aspect that may make it an increasingly more important technique as the
hydrogen economy is being explored.
Experimental setup
LEIS systems consist of the following:
#
Ion Gun, used to direct a beam of
ions at a target sample. An
electron ionization
Electron ionization (EI, formerly known as electron impact ionization and electron bombardment ionization) is an ionization method in which energetic electrons interact with solid or gas phase atoms or molecules to produce ions. EI was one of th ...
ion source is typically used to ionize
noble gas atoms such as
He,
Ne or
Ar, while heating of wafers containing
alkali
In chemistry, an alkali (; from ar, القلوي, al-qaly, lit=ashes of the saltwort) is a basic, ionic salt of an alkali metal or an alkaline earth metal. An alkali can also be defined as a base that dissolves in water. A solution of a ...
atoms is used to create an alkali
ion beam
An ion beam is a type of charged particle beam consisting of ions. Ion beams have many uses in electronics manufacturing (principally ion implantation) and other industries. A variety of ion beam sources exists, some derived from the mercury ...
. The ions thus created hold a positive
charge, typically +1, due to the ejection of
electrons from the atoms. The range of energies used most often in LEIS is 500
eV to 20 keV. In order to attain good experimental
resolution
Resolution(s) may refer to:
Common meanings
* Resolution (debate), the statement which is debated in policy debate
* Resolution (law), a written motion adopted by a deliberative body
* New Year's resolution, a commitment that an individual mak ...
it is important to have a narrow energy spread (ΔE/E < 1%) in the outgoing
ion beam
An ion beam is a type of charged particle beam consisting of ions. Ion beams have many uses in electronics manufacturing (principally ion implantation) and other industries. A variety of ion beam sources exists, some derived from the mercury ...
.
# Ion beam manipulator, includes the
electrostatic lenses of the ion gun for
focusing and beam-chopping.
Lenses
A lens is a transmissive optical device which focuses or disperses a light beam by means of refraction. A simple lens consists of a single piece of transparent material, while a compound lens consists of several simple lenses (''elements''), ...
consist of a series of either plate or
cylinder geometries and serve to
collimate the beam as well as to selectively filter the beam based on
mass and
velocity. Beam chopping is performed using a
pulsed-wave generator when
time-of-flight (TOF) experiments are performed. Ions only pass through the chopper when there is no applied
voltage.
# Sample
manipulator, allows an operator to change the position and/or
angle of the target in order to perform experiments with varying
geometries
This is a list of geometry topics.
Types, methodologies, and terminologies of geometry.
* Absolute geometry
* Affine geometry
* Algebraic geometry
* Analytic geometry
* Archimedes' use of infinitesimals
* Birational geometry
* Complex geometry ...
. Using directional controls,
azimuthal (rotational) and
incident angle adjustments may be made.
# Drift tube/drift region, used in TOF setup. TOF measurements are used when analysis of particle velocity is required. By pulsing ions towards the sample with a regular
frequency, and observing the time to travel a certain distance after surface
impact
Impact may refer to:
* Impact (mechanics), a high force or shock (mechanics) over a short time period
* Impact, Texas, a town in Taylor County, Texas, US
Science and technology
* Impact crater, a meteor crater caused by an impact event
* Impact ...
to a detector, it is possible to calculate the velocity of ions and neutrals coming from the surface. An
accelerator may also be used in this setup, prior to the drift tube, in order to achieve separation of ions from
neutrals
The Neutral Confederacy (also Neutral Nation, Neutral people, or ''Attawandaron'' by neighbouring tribes) were an Iroquoian people who lived in what is now southwestern and south-central Ontario in Canada, North America. They lived throughout t ...
when desired.
# Detector/
electrostatic analyzer, used to detect the velocities and/or energies of scattered particles including ions and, in some cases, neutral species.

As opposed to TOF analyzers, electrostatic analyzers achieve ion energy resolution using electrostatic deflectors to direct only ions of a particular energy range into a collector, while all other ions are redirected. This type of analyzer can give good energy resolution (and thus,
selectivity
Selectivity may refer to:
Psychology and behaviour
* Choice, making a selection among options
* Discrimination, the ability to recognize differences
* Socioemotional selectivity theory, in social psychology
Engineering
* Selectivity (radio), a ...
) but typically suffers from poor
sensitivity due to the fact that it only detects ions of a certain energy range and ignores neutral species altogether. Two types of detectors are used:
channel electron multiplier
Channel, channels, channeling, etc., may refer to:
Geography
* Channel (geography), in physical geography, a landform consisting of the outline (banks) of the path of a narrow body of water.
Australia
* Channel Country, region of outback Austral ...
(CEM) and
microchannel plate (MCP) detectors. CEMs operate in a similar manner to
photomultipliers, displaying a cascade of secondary electron emission processes initiated by ion or fast neutral (energy > 1 keV) impact to give a
gain
Gain or GAIN may refer to:
Science and technology
* Gain (electronics), an electronics and signal processing term
* Antenna gain
* Gain (laser), the amplification involved in laser emission
* Gain (projection screens)
* Information gain in de ...
in signal
current. In this way it is possible to efficiently detect even small ion or neutral particle fluxes. MCP detectors are essentially 2-dimensional arrays of CEMs, and they allow additional information about particle position to be obtained at the cost of sensitivity at any given position.
#
Vacuum pumps; Studies are performed in
ultra-high vacuum (UHV) conditions (< 10
−10 torr) in order to prevent unwanted interference with the
ion beam
An ion beam is a type of charged particle beam consisting of ions. Ion beams have many uses in electronics manufacturing (principally ion implantation) and other industries. A variety of ion beam sources exists, some derived from the mercury ...
and/or
sample
Sample or samples may refer to:
Base meaning
* Sample (statistics), a subset of a population – complete data set
* Sample (signal), a digital discrete sample of a continuous analog signal
* Sample (material), a specimen or small quantity of s ...
. Common UHV pumps include
turbomolecular and
ion pumps, with
roughing pump A roughing pump is any vacuum pump (typically mechanical) used to initially evacuate a vacuum system, as a first stage towards achieving high vacuum or ultra high vacuum. The term "roughing pump" derives from the vacuum range it works in, "rough v ...
ing typically performed using a
rotary vane pump
A rotary vane pump is a positive-displacement pump that consists of vanes mounted to a rotor that rotates inside a cavity. In some cases these vanes can have variable length and/or be tensioned to maintain contact with the walls as the pump rotates ...
. Due to the extreme surface (i.e. first-layer) sensitivity of LEIS, samples also need to be rigorously cleaned prior to analysis. Some common processes used to clean samples include
sputtering and
annealing. Appropriate equipment for cleaning must be contained within the vacuum chamber.
# Other analysis tools; in many cases it is desirable to perform multiple types of analysis on a sample within the same UHV system, or even at the same time. Some additional tools may include
Auger electron spectroscopy
file:HD.6C.037 (11856519893).jpg, A Hanford Site, Hanford scientist uses an Auger electron spectrometer to determine the elemental composition of surfaces.
Auger electron spectroscopy (AES; pronounced in French) is a common analytical technique us ...
(AES),
low-energy electron diffraction (LEED), and
x-ray photoelectron spectroscopy (XPS). Use of these tools typically requires the presence of additional detectors as well as
electron and/or
x-ray sources where applicable.
Physics of ion-surface interactions
Several different types of
events may take place as a result of the ion beam impinging on a target surface. Some of these events include electron or photon emission, electron transfer (both ion-surface and surface-ion),
scattering
Scattering is a term used in physics to describe a wide range of physical processes where moving particles or radiation of some form, such as light or sound, are forced to deviate from a straight trajectory by localized non-uniformities (including ...
,
adsorption, and
sputtering (i.e. ejection of atoms from the surface). For each system and each interaction there exists an interaction
cross-section
Cross section may refer to:
* Cross section (geometry)
** Cross-sectional views in architecture & engineering 3D
*Cross section (geology)
* Cross section (electronics)
* Radar cross section, measure of detectability
* Cross section (physics)
**Ab ...
, and the study of these cross-sections is a field in its own right. As the name suggests, LEIS is primarily concerned with scattering phenomena.
Elemental composition and two-body collision model
Due to the energy range typically used in ion scattering experiments (> 500 eV), effects of thermal vibrations,
phonon
In physics, a phonon is a collective excitation in a periodic, Elasticity (physics), elastic arrangement of atoms or molecules in condensed matter physics, condensed matter, specifically in solids and some liquids. A type of quasiparticle, a phon ...
oscillations, and interatomic
binding are ignored since they are far below this range (~a few eV), and the interaction of particle and surface may be thought of as a
classical two-body
elastic collision problem. Measuring the energy of ions
scattered
Scattered may refer to:
Music
* ''Scattered'' (album), a 2010 album by The Handsome Family
* "Scattered" (The Kinks song), 1993
* "Scattered", a song by Ace Young
* "Scattered", a song by Lauren Jauregui
* "Scattered", a song by Green Day from ' ...
in this type of interaction can be used to determine the elemental composition of a surface, as is shown in the following:
Two-body elastic collisions are governed by the concepts of
energy and
momentum
In Newtonian mechanics, momentum (more specifically linear momentum or translational momentum) is the product of the mass and velocity of an object. It is a vector quantity, possessing a magnitude and a direction. If is an object's mass an ...
conservation. Consider a particle with mass m
x, velocity v
0, and energy given as
impacting another particle at rest with mass m
y. The energies of the particles after collision are
and
where
and thus
. Additionally, we know
. Using
trigonometry we are able to determine
Similarly, we know
In a
well-controlled experiment the energy and mass of the primary ions (E
0 and m
x, respectively) and the scattering or recoiling geometries are all known, so determination of surface elemental composition is given by the correlation between E
1 or E
2 and m
y. Higher energy scattering peaks correspond to heavier atoms and lower energy peaks correspond to lighter atoms.
Getting quantitative
While obtaining
qualitative
Qualitative descriptions or distinctions are based on some quality or characteristic rather than on some quantity or measured value.
Qualitative may also refer to:
*Qualitative property, a property that can be observed but not measured numericall ...
information about the elemental composition of a surface is relatively straightforward, it is necessary to understand the
statistical
Statistics (from German: ''Statistik'', "description of a state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, industria ...
cross-section
Cross section may refer to:
* Cross section (geometry)
** Cross-sectional views in architecture & engineering 3D
*Cross section (geology)
* Cross section (electronics)
* Radar cross section, measure of detectability
* Cross section (physics)
**Ab ...
of interaction between ion and surface atoms in order to obtain
quantitative
Quantitative may refer to:
* Quantitative research, scientific investigation of quantitative properties
* Quantitative analysis (disambiguation)
* Quantitative verse, a metrical system in poetry
* Statistics, also known as quantitative analysis ...
information. Stated another way, it is easy to find out if a particular species is present, but much more difficult to determine how much of this species is there.
The two-body collision model fails to give quantitative results as it ignores the contributions of
coulomb repulsion as well as the more complicated effects of charge
screening
Screening may refer to:
* Screening cultures, a type a medical test that is done to find an infection
* Screening (economics), a strategy of combating adverse selection (includes sorting resumes to select employees)
* Screening (environmental), a ...
by electrons. This is generally less of a problem in MEIS and RBS experiments but presents issues in LEIS. Coulomb repulsion occurs between positively charged primary
ions and the
nuclei of surface atoms. The interaction potential is given as:
Where
and
are the atomic numbers of the primary ion and surface atom, respectively,
is the
elementary charge
The elementary charge, usually denoted by is the electric charge carried by a single proton or, equivalently, the magnitude of the negative electric charge carried by a single electron, which has charge −1 . This elementary charge is a fundame ...
,
is the interatomic distance, and
is the screening function.
accounts for the interference of the electrons orbiting each nucleus. In the case of MEIS and RBS, this potential can be used to calculate the Rutherford scattering cross section (see
Rutherford scattering
In particle physics, Rutherford scattering is the elastic scattering of charged particles by the Coulomb interaction. It is a physical phenomenon explained by Ernest Rutherford in 1911 that led to the development of the planetary Rutherford model ...
)
:
As shown at right,
represents a finite region for an incoming particle, while
represents the solid scattering angle after the scattering event. However, for LEIS
is typically unknown which prevents such a clean analysis. Additionally, when using noble gas ion beams there is a high probability of neutralization on impact (which has strong angular dependence) due to the strong desire of these ions to be in a neutral, closed shell state. This results in poor secondary ion flux. See AISS and TOF-SARS below for approaches to avoiding this problem.
Shadowing and blocking
Shadowing
Shadowing may refer to:
* Shadow fading in wireless communication, caused by obstacles
* File shadowing, to provide an exact copy of or to mirror a set of data
* Job shadowing, learning tasks by first-hand observation of daily behavior
* Project ...
and
blocking are important concepts in almost all types of ion-surface interactions and result from the
repulsive nature of the ion-nucleus interaction. As shown at right, when a flux of ions flows in parallel towards a scattering center (nucleus), they are each scattered according to the force of the Coulomb repulsion. This effect is known as shadowing. In a simple Coulomb repulsion model, the resulting region of “forbidden” space behind the scattering center takes the form of a
paraboloid with
radius at a distance L from the scattering center. The flux density is increased near the edge of the paraboloid.
Blocking is closely related to shadowing, and involves the interaction between scattered ions and a neighboring scattering center (as such it inherently requires the presence of at least two scattering centers). As shown, ions scattered from the first nucleus are now on diverging paths as they undergo interaction with the second nucleus. This interaction results in another “shadowing cone” now called a blocking cone where ions scattered from the first nucleus are blocked from exiting at angles below
. Focusing effects again result in an increased flux density near
.
In both shadowing and blocking, the "forbidden" regions are actually accessible to trajectories when the mass of incoming ions is greater than that of the surface atoms (e.g.
Ar+ impacting
Si or
Al). In this case the region will have a finite but depleted flux density.
For higher energy ions such as those used in MEIS and RBS the concepts of shadowing and blocking are relatively straightforward since ion-nucleus interactions dominate and electron screening effects are insignificant. However, in the case of LEIS these screening effects do interfere with ion-nucleus interactions and the repulsive potential becomes more complicated. Also, multiple scattering events are very likely which complicates analysis. Importantly, due to the lower energy ions used LEIS is typically characterized by large interaction cross-sections and shadow cone radii. For this reason penetration depth is low and the method has much higher first-layer sensitivity than MEIS or RBS. Overall, these concepts are essential for data analysis in impact collision LEIS experiments (see below).
Diffraction does not play a major role
The
de Broglie wavelength of ions used in LEIS experiments is given as
. Using a worst-case value of 500 eV for an
4He
+ ion, we see λ is still only 0.006 Å, still well below the typical interatomic spacing of 2-3 Å. Because of this, the effects of
diffraction
Diffraction is defined as the interference or bending of waves around the corners of an obstacle or through an aperture into the region of geometrical shadow of the obstacle/aperture. The diffracting object or aperture effectively becomes a s ...
are not significant in a normal LEIS experiment.
Variations of technique
Depending on the particular experimental setup, LEIS may be used to obtain a variety of information about a sample. The following includes several of these methods.
* Alkali ion scattering spectroscopy (AISS) uses
alkali
In chemistry, an alkali (; from ar, القلوي, al-qaly, lit=ashes of the saltwort) is a basic, ionic salt of an alkali metal or an alkaline earth metal. An alkali can also be defined as a base that dissolves in water. A solution of a ...
ions in place of noble gas ions to give a distinctly different type of interaction. The primary difference between AISS and normal ISS is the increase in ion survival
probability when using alkali ions. This is due to the relative stability of alkali (+1) ions as opposed to noble gas ions which have a much stronger
energetic incentive for abstracting electrons from the sample. Increasing the ion survival probability results in an increase in ion
flux
Flux describes any effect that appears to pass or travel (whether it actually moves or not) through a surface or substance. Flux is a concept in applied mathematics and vector calculus which has many applications to physics. For transport ph ...
and an improvement in sensitivity, which in turn allows for a reduction in primary ion flux to a point where the method is almost
non-destructive
Minimally invasive procedures (also known as minimally invasive surgeries) encompass surgical techniques that limit the size of incisions needed, thereby reducing wound healing time, associated pain, and risk of infection. Surgery by definition ...
. A disadvantage of using alkali ions in place of noble gas ions is the increased likelihood of
adsorption or
deposition to the sample surface.
* Impact-collision ion scattering spectroscopy (ICISS) takes advantage of shadowing and blocking in order to make
precise determinations about interatomic spacing of the first 1-2 layers in a surface. The specific scattering geometry (180 degrees) ensures detection of only those particles which have undergone head-on collisions with surface atoms (thereby avoiding the complications of multiple scattering events). Starting sampling at a relatively high
angle of incidence and scanning over varying incidence angles, the
intensity
Intensity may refer to:
In colloquial use
*Strength (disambiguation)
*Amplitude
* Level (disambiguation)
* Magnitude (disambiguation)
In physical sciences
Physics
*Intensity (physics), power per unit area (W/m2)
*Field strength of electric, ma ...
of one particular energy peak is monitored. Scattered ions form shadow cones (see above) behind each atom, which prevents any backscattering at low incidence angles. A peak in scattering intensity is observed when the cones line up such that each passes over the adjacent atom. Performing such an analysis on a sample with known interatomic spacing enables determination of the shape of the shadow cone, where as shown at right,
and
. If the shape of the shadow cone is known, the interatomic spacing between surface atoms as well as the spacing and directionality between surface and subsurface atoms can then be calculated from the resulting peak-and-valley structure in a graph of intensity versus scattering angle. In the graph at right showing scattering intensity from a subsurface (second layer) atom,
corresponds to the middle of the "valley" where the atom is being blocked by a surface atom.
and
correspond to the peaks due to intersection of the shadow cone with the subsurface atom. Interatomic spacing can be directly calculated from these values if the shape of the shadow cone is known.
* Neutral Impact-collision ion scattering spectroscopy (NICISS) uses detection of backscattered projectiles to determine concentration depth profiles of the elements. The NICISS technique uses noble gas ions (usually He
+) of energy 1-5 keV. When the projectile ions are within a few angstrom of the surface they are neutralised, and proceed to penetrate into the surface. The projectiles may be backscattered (at an angle of up to 180°) upon collision with a target atom. This backscattering causes the projectiles to lose energy proportional to the mass of the target and is of the order of a few hundred eV. The final energy of the projectiles is determined via
time-of-flight (TOF). Hence by knowing the initial and final energies of the projectile, it is possible to determine the identity of the target atom. The projectiles also experience an additional energy loss while penetrating through the bulk, of the order of a few eV per angstrom. Hence the depth that each target atom was hit can also be determined. From the TOF spectrum it is then possible to gain the concentration depth profiles of the elements present in the sample. NICISS is able to probe to a depth of approximately 20 nm with a resolution of only a few angstrom.
* Reactive ion scattering (RIS) utilizes a stream of very low-energy (1-100 eV)
Cs+ ions to probe molecules adsorbed at the surface of a sample. Upon impact the ions may interact with and
chemically bind to
species present at the surface. These interactions take place on a rapid (
picosecond
A picosecond (abbreviated as ps) is a unit of time in the International System of Units (SI) equal to 10−12 or (one trillionth) of a second. That is one trillionth, or one millionth of one millionth of a second, or 0.000 000 000  ...
) timescale and can be used to analyze for the presence of different molecules or molecular fragments by observing spectra of Cs-X
+ coming from the surface.
*
Time-of-flight scattering and recoiling spectroscopy (TOF-SARS) uses the TOF analysis setup. Elemental analysis may be performed via observation of in-plane scattering, while structural information may be obtained by following certain spectral peaks while shifting either sample incident or azimuthal angle.
* Scattering and recoiling imaging spectroscopy (SARIS) takes advantage of blocking cone geometries to focus ions in a manner similar to conventional
optics. This gives very large
magnification
Magnification is the process of enlarging the apparent size, not physical size, of something. This enlargement is quantified by a calculated number also called "magnification". When this number is less than one, it refers to a reduction in siz ...
s (~10
9) when projected onto a 2-d detector and may be used to give element-specific images of the sample surface. The use of a wide 2-d MCP detector greatly reduces sample analysis time as opposed to the TOF geometry with an inherently narrow-angle detector (see drift tube above). J. Wayne Rabalais at the
University of Houston is one of the pioneers of this method, and a fine image of the output of a SARIS experiment can be foun
here
Comparison to other analytical techniques
*
Medium energy ion scattering (MEIS) and
Rutherford backscattering (RBS) spectroscopies involve a similar setup to LEIS but use ions in the energy range of ~100 keV (MEIS) and ~1-2 MeV (RBS) to probe surfaces. Surface sensitivity is lost as a result of the use of higher energy particles, so while MEIS and RBS can still provide information about a sample they are incapable of providing true first-layer sensitivity.
*
Secondary ion mass spectrometry (SIMS) involves the detection of ionic species ejected from a surface as a result of energetic particle impact. While SIMS is capable of giving depth profiles of the elemental composition of a sample, it is an inherently destructive method and is generally does not give
structural information.
*
X-ray photoelectron spectroscopy (XPS) is capable of surface elemental analysis, but samples a much more broad region of a sample than LEIS and so is not able to distinguish the first layer from subsurface layers. Since XPS relies on ejection of
core-level electrons from atoms it is unable to detect
hydrogen or
helium atoms in a sample.
*
Low-energy electron diffraction (LEED) is often used in combination with LEIS in order to facilitate proper sample alignment. LEED can give detailed structural information about a sample including surface
superstructure
A superstructure is an upward extension of an existing structure above a baseline. This term is applied to various kinds of physical structures such as buildings, bridges, or ships.
Aboard ships and large boats
On water craft, the superstruct ...
s and alignment of
adsorbates. LEED is not element-specific and so cannot be used to determine surface elemental composition.
*
Auger electron spectroscopy
file:HD.6C.037 (11856519893).jpg, A Hanford Site, Hanford scientist uses an Auger electron spectrometer to determine the elemental composition of surfaces.
Auger electron spectroscopy (AES; pronounced in French) is a common analytical technique us ...
(AES) involves the detection of electrons
emitted as a result of core hole excitation and relaxation processes. Since the process involves core levels it is insensitive to hydrogen and helium atoms. AES results may typically be used to infer information on the
chemical environment of particular atoms in a surface.
References
*
*
* {{cite book , first = K. , last = Oura , author2=V.G. Lifshits , author3=A.A. Saranin , author4=A.V. Zotov , author5=M. Katayama , title = Surface Science: An Introduction , publisher = Springer-Verlag Berlin Heidelberg , year = 2003 , isbn = 3-540-00545-5
External links
J. Wayne. A professor of chemistry at Lamar University.
Calipso provider of analysis using LEIS. Contains some nice application notes.
ION-TOF provider of instrumentation for high-sensitivity LEIS and TOF-SIMS.
LEIS website - with examples of applications - of Tascon, a provider of surface analytical solutions with high-sensitivity LEIS (as well as TOF-SIMS and XPS).
Kratos provider of a variety of instruments for surface analysis including AES, ISS, and XPS. Includes a discussion of a variety of applications in surface analysis.
Omicron NanoTechnology a supplier of solutions for analytic requirements under UHV-conditions in the fields of Surface Science and Nanotechnology. Includes interesting Applications, Publications and Techniques.
See also
*
List of materials analysis methods
This is a list of analysis methods used in materials science. Analysis methods are listed by their acronym, if one exists.
Symbols
* μSR – see muon spin spectroscopy
* χ – see magnetic susceptibility
A
* AAS – Atomic absorption spec ...
*
Surface engineering
Surface engineering is the sub-discipline of materials science which deals with the surface of solid matter. It has applications to chemistry, mechanical engineering, and electrical engineering (particularly in relation to semiconductor manufact ...
*
Surface science
Surface science is the study of physical and chemical phenomena that occur at the interface of two phases, including solid–liquid interfaces, solid–gas interfaces, solid–vacuum interfaces, and liquid–gas interfaces. It includes the fiel ...
Scientific techniques
Surface science
Materials science