NMR Spectroscopy and Imaging
Department of Physics, FU Berlin
Lecture 5:
1 Leibniz-Institut für Molekulare Pharmakologie Lecture 5
1. Some Math Tools
2. QM Concepts
3. Nuclear Spin Hamiltonian
4. Uncoupled Spin-½ Nuclei
2 Leibniz-Institut für Molekulare Pharmakologie 5.1 Some Math Tools function properties, Dirac notation
functions important to spin quantum mechanics are normalized
and orthogonal
which is described for a whole set of (eigen)functions by
short Dirac notation for dealing later with state products etc.
orthonormality
adjoint states
3 Leibniz-Institut für Molekulare Pharmakologie 5.1 Some Math Tools operators, eigenstates
matrix representation of operators
an operator returns the same function this function is an eigenfunction
trace (requires finite basis)
the commutator is defined to describe the effect of changing the order of two consecutive operators
the complex exponential of an operator is defined as
4 Leibniz-Institut für Molekulare Pharmakologie 5.1 Some Math Tools adjoint operators
two operators are called adjoint if their matrix elements are related through
and therefore also
an operator that is self-adjoint is called Hermitian
if the adjoint is the inverse of the same operator, it is called unitary
5 Leibniz-Institut für Molekulare Pharmakologie 5.1 Some Math Tools vector representation of functions
suppose a function is given as linear combination of other functions
this is written as
with the coefficients
6 Leibniz-Institut für Molekulare Pharmakologie 5.1 Some Math Tools eigenbasis of commuting operators
suppose we have eigenvectors and all the eigenvalues are non-degenerate
and for another operator we know
then the eigenbasis of A is also an eigenbasis for B
or: A and B are both diagonalized using the eigenbasis of A
7 Leibniz-Institut für Molekulare Pharmakologie 5.2 QM Concepts the eigenstate basis
a system is not necessarily IN one of the eigenstates but in any superposition (provided the eigenstates are normalized)
however, the eigenstates play a special role when dealing with time-independent Hamiltonian
the solution is
and if the system was at the beginning in an eigenstate of the Hamiltonian, i. e.
it will also be an eigenstate at time t, in other words: it is in a stationary state
8 Leibniz-Institut für Molekulare Pharmakologie 5.2 QM Concepts angular momentum
define the angular momentum operators as
with etc.
cummutation properties
and eigenstates characterized by the quantum numbers
9 Leibniz-Institut für Molekulare Pharmakologie 5.2 QM Concepts angular momentum
an operator commuting with lz is l² with
10 Leibniz-Institut für Molekulare Pharmakologie 5.2 QM Concepts shift operators
define two additional operators
these affect the eigenstates as follows
then we also get
11 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian spin hypothesis
working with the full version of the wave function describing a system, one realizes that this is quite useless transition to a simplified version
this includes only the terms depending on nuclear spin states and works with an averaged picture of electric and magnetic terms of the electrons
this simplification, the spin Hamiltonian hypothesis, is justified because the electrons move fast on the time scale of nuclear motions and because the nuclear spin energies are only small compared to electron spin energies
the Hamiltonian splits into electric and magnetic interactions
12 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian magnetic field interactions
suppose we apply an external magnetic field of inductivity B
then the interaction energy of a magnetic moment with this field is
and the relation between the magnetic moment and the angular momentum operator is
13 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian interaction magnitudes
the interactions governing the spin Hamiltonian can be of internal or external nature
for spin ½, we only deal with magnetic interactions
it should be emphasized that under most conditions the coupling of the spin system to the external field is stronger than the internal interactions
this is the opposite situation to other spectroscopy techniques where the system is probed by weak perturbations and governed by internal interactions
14 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian types of external magnetic fields
the total external field contains contributions from the static magnetic field, the RF field to excite the spin system and possibly a gradient field that allows further encoding
the dominant operator will be the one describing the static field
let us assume
then only the z component operator from the magnetic moment remains
15 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian spin operator – a closer look
particular form of angular momentum
with eigenstates for the z- component operator
and shift operators
note: the Zeeman eigenstates can be used to represent any state of the system but contrary to ‘ordinary’ angular momentum there is no visualization possible like the spherical harmonics illustrating the electron orbitals
however, one can easily manipulate these states in real physics experiments
16 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian
Zeeman eigenstates
spins I represented by a 2I +1 finite basis, i.e. for I = ½
with the following behavior
representation of the z-operator in matrix form is straight forward
for the x- and y-operator, we have a closer look at the shift operators, where we had for their most general form for any angular momentum
17 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian
Zeeman eigenstates
then we get for the raising operator
and the other matrix entries vanish because of the orthogonality
and similar for the other operator
hence, we get for the transverse operators in the basis of the Zeeman eigenstates
18 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian
RF excitation operators
in its most general form, the RF
field is applied off axis from B0
Q: why do we need RF > 0?
this field acts only for some precisely defined pulse duration
19 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian
RF excitation operators
remember decomposing the oscillating transverse component
then we get three components
for the transverse
20 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian
RF excitation operators
remember decomposing the oscillating transverse component
then we get three components
and the longitudinal
21 Leibniz-Institut für Molekulare Pharmakologie 5.3 Spin Hamiltonian
RF excitation operators
the longitudinal and off-resonant-components can be safely neglected, so we get the approximation
with the nutation frequency
the RF coil works most efficient
for RF = 90°
since this is a time-dependent operator, we will come back to it later
22 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins
Zeeman energy levels
the dominating energy term is given by the external field experienced by the nucleus, i.e. including the correction for the chemical shift
the energy levels of the Zeeman eigenstates then read
the energy difference is described by the Larmor frequency
23 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins superposition states
the nucleus is NOT restricted to the two eigenstates; it can be in any superposition
with the normalized coefficients
or in vector notation
with the eigenvectors
note: the bra state is a row vector
illustrating the normalization
24 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins some special states
for the following superpostion
we try to measure the x component
here, the x component is sharp whereas y and z would show random results
25 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins some special states
and similar for
where we try measure the y component
this time, the y component is sharp whereas x and z show random results
if B is along z, |x> and |-y> do not have sharp energies and cannot be represented in energy level diagrams
26 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins geometric representations
although we can use the energy levels only for the eigenstates of the operator belonging to the quantization axis, a geometric illustration is possible for these special superpositions
again: |> and |> are still orthonormal!
27 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins arbitrary superposition
also the superposition
follows an eigenequation:
28 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins phase factors
suppose a state is given by multiplying another with just a phase factor
like
is related to
Q: what is the phase factor?
states related through a phase factor obey the same eigenequation
note: the phase cannot be depicted in arrow diagrams -|> is |> with different phase but not |>!
29 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins state evolution
we know that we measure a precession, so we expect a time-dependent spin state that obeys the Schrödinger equation
assuming only free evolution, i.e. no rf field
this first order differential equation is solved by
with the exponential operator representing a rotation
note: the Hamiltonian is time-independent in this case
30 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins rotation operators
exponentials of the spin operators are called rotation operators – but what do they do?
the complex exponential of an operator is defined as
suppose we have three operators that commute
then they fulfill the so-called sandwich formula
which is like rotating an operator B over A
31 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins rotation operators
for the representation of the rotation vectors in the Zeeman basis
this can be seen from fulfilling the sandwich formula like
with the spin operators in the Zeeman eigenbasis
32 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins state evolution
so back to the time dependent spin state
using the matrix representation
the argument of the rotation operator obviously depends on the elapsed
time and the Larmor frequency 0
suppose the elapsed time is given by (>0)
hence the angle for the rotation operator is
33 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins eigenstate evolution
and the state after time is
using the matrix representation
now assume the initial state was the eigenstate |>
then we see that this is stationary; just a phase is added
again: we still deal with a time-independent Hamiltonian
34 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins evolution of superposition states
now let us assume the starting condition is the superposition
so when this state evolves for the same amount of time, we get
wee see that the superposition state is not stationary
this is the QM description for the precession
35 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins evolution of superposition states
this can be extended for a whole precession cycle
36 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins evolution in the rotating frame
let us now consider the evolution during an RF pulse
problem: the RF field is oscillating, hence the Hamiltonian becomes time dependent!
it is therefore useful to switch to the rotating frame where the operator appears time independent
the frames are related as follows
37 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins evolution in the rotating frame
consider a spin prepared in the |x> state under evolution for some time that yields the angle
in the rotating frame (~), the state would appear unchanged
this corresponds to the description in the static frame (like time-reversal of the evolved state)
or in generalized form
hence, the change of the state in the rotating frame reads
38 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins evolution in the rotating frame
the time derivative of the rotation operator is
and the first term in the equation yields
the second one reads
or (using the back transformation from the rotating frame)
39 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins evolution in the rotating frame
in summary, we have
or
with a transformed Hamiltonian for the rotating frame
this is the central recipe: use the Hamiltonian from the static frame, transform it into the new operator and apply it like in the ordinary time-dependent Schrödinger equation
we still have to set the reference phase for the rotating frame at time zero it will be convenient to choose
40 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins precession in the rotating frame
let us apply this recipe now first to free precession
or with defining the relative Larmor frequency
hence, the superposition states still precess about the z axis, but now with a different evolution speed
41 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins choosing the reference frequency
0 is fixed by nature but 0 is set through the instrument by setting the reference to a
certain chemical shift ref
spins left and right of the center frequency accumulate opposite phase
42 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins
RF operator in the rotating frame
coming back to the problem of the time-dependent operator
which is valid for the duration of the pulse
this is like a ‘reduced’ x- operator that contains a y- contribution like in the sandwich formula, i.e. like the x-operator rotated about z
next, we need transformation into the rotating frame the necessary rotation operator just adds up to the existing one
43 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins
RF operator in the rotating frame
this is slightly simplified as
and has no time dependence any more
using the convention
we get
using the sandwich formula, this can be written as sum of spin operators
44 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins
Hamiltonian for a hard pulse
consider the following pulse, applied exactly on resonance
during the pulse we have
p is the flip angle of the pulse
remember the matrix representation of the operator
45 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins
Hamiltonian for a hard pulse
a 90° pulse applied to the spin- up state yields
46 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins
Hamiltonian for a hard pulse
a 180° pulse applied to the spin-up state yields
but applying this pulse to a certain superposition state leaves it unchanged
47 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins view from the lab frame
since we know the evolution in the rotating frame
we can also obtain it in the lab frame by transforming the rotation operator
this describes the much more complicated motion of two superimposed rotations
48 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins off-resonant effects
for the general case we had
the exponential operators of the three components will cause
• rotations about x and y (dependeing on the pulse phase p) • a rotation about z (depending on the off resonance)
in summary, the rotation axis will tilt out of the x-y plane
we get
49 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins off-resonant effects
the tilt of the axis is given by
and the rotation frequency changes to (faster, but less efficient)
the net effect corresponds to rotating the z-operator first about y and then about z
or as the state evolution
with the total off-resonance propagator
50 Leibniz-Institut für Molekulare Pharmakologie 5.4 Uncoupled Spins transition probabilities
the off-diagonal matrix elements of this operator are linked to the transition probabilities
(starting in the |> state)
applying a pulse, this is a function of the offset as follows
Q: what does this mean for multinuclear NMR?
51 Leibniz-Institut für Molekulare Pharmakologie Lecture 5 Summary
1. Some Math Tools
2. QM Concepts
3. Nuclear Spin Hamiltonian
52 Leibniz-Institut für Molekulare Pharmakologie Lecture 5 Summary
4. Uncoupled Spin-½ Nuclei
53 Leibniz-Institut für Molekulare Pharmakologie NMR Spectroscopy and Imaging
Department of Physics, FU Berlin
Lecture 6:
Spin Ensemble Description
54 Leibniz-Institut für Molekulare Pharmakologie Lecture 6
1. Spin Ensemble
2. Thermal Equilibrium
3. RF Effect on Density Matrix
4. Free Evolution
5. The One-Pulse Experiment
6. Signal Intensity
55 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble how to describe an ensemble?
we will eventually look at a macroscopic sample, se we need to make the transition from a single spin to the description of an entire ensemble
a single spin in a certain state yields the following expectation value for an operator Q
the important part are the quadratic products of the superposition coefficients
56 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble how to describe an ensemble?
so it would be useful to describe the state of the spin in terms of these products, which can be written in the ket-bra product
and we get the expectation value back as
why is this useful?
consider two spins
or in the general case
57 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble density operator and expectation value
now define an operator where N is the ensemble size
and we can get the macroscopic expectation value for Q as
also written as
this is a serious simplification of the problem
58 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble density matrix: populations and coherences
properties of the matrix for spin-½ nuclei
diagonal elements: populations (using Levitt’s box notation)
off-diagonal elements: coherences
this yields
or using the shift and projection operators as basis for this matrix
59 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble density matrix: populations and coherences
a graphical interpretation
note: coherences are no transitions!
coherences are complex numbers and come in complex conjugate pairs; one cannot have one without the other
for the populations, the normalization of the individual states means also that the sum of all populations is 1
60 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble orders of coherences
what is the meaning of the “+” and “–” in the coherence notation?
general notation for the coherence
and in high magnetic fields the involved states have well defined values for the magnetization component along the quantization axis
then the order of a coherence is defined as
and for spin ½ we get a (+1)- quantum coherence as well as a (-1)-quantum coherence
61 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble interpretation of populations
the sum is always 1 so the difference tells us more about the system
it represents the net spin polarization and macroscopic magnetization
for >
for <
the population of a state does not say how many spins that are ‘in’ that state there are no individual spins that are polarized exactly along or against the external field majority of spins is always in superpositions of the two energy eigenstates
62 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble interpretation of coherences
a system with non vanishing off-diagonal elements in the density matrix has some transverse magnetization
for example
i.e. no longitudinal net polarization, only transverse contributions
coherence requires spins with transverse polarization, i.e. spins in superposition states, but this is not enough
the polarization vectors must also be partially aligned
63 Leibniz-Institut für Molekulare Pharmakologie 6.1 Spin Ensemble interpretation of coherences
the coherences have amplitude and phase what does the complex character of the coherences mean?
the phase represents the orientation of the net magnetization in the transverse plane
the (+1)-coherence is just the mirror image of the (-1)
64 Leibniz-Institut für Molekulare Pharmakologie 6.2 Thermal Equilibrium density matrix for thermal equilibrium
coming back to the general form of a system with eigenstates for its Hamiltonian
quantum statistical mechanics yields that the coherences vanish for thermal equilibrium
and the populations are given by the Boltzmann distribution, hence the lower state has the higher population
for spin ½ we have
65 Leibniz-Institut für Molekulare Pharmakologie 6.2 Thermal Equilibrium density matrix for thermal equilibrium
approximation of the Boltzmann factor yields
and therefore
66 Leibniz-Institut für Molekulare Pharmakologie 6.2 Thermal Equilibrium rotating frame density matrix
remember: transformation of the states is given by
and therefore
remember also
note: the populations remain unchanged, the coherences acquire a phase factor
and therefore also
67 Leibniz-Institut für Molekulare Pharmakologie 6.2 Thermal Equilibrium macroscopic magnetization from density matrix
remember vector representation for single spins
this can also be done for the ensemble by defining
with normalization to
hence the density operator may be written as
68 Leibniz-Institut für Molekulare Pharmakologie 6.3 RF Effect on Density Matrix
RF pulses applied to the ensemble
we know for the single state
and therefore (using the unitary properties of the rotation operator)
i.e. the pulses acts as operators from both sides onto the density matrix
69 Leibniz-Institut für Molekulare Pharmakologie 6.3 RF Effect on Density Matrix coherence generation through RF pulses
suppose we start with
(unity operator commutes)
the last term corresponds to a sandwich formula
i.e., applying the 90° pulse changes the spin operator in the density matrix representation from
Îz to Îy
70 Leibniz-Institut für Molekulare Pharmakologie 6.3 RF Effect on Density Matrix coherence generation through RF pulses
keeping in mind that
we get
note: • the populations are equalized • the former population difference appears in the coherences
71 Leibniz-Institut für Molekulare Pharmakologie 6.3 RF Effect on Density Matrix population inversion
now let us apply a pulse
note: • the populations are inverted • coherences do not appear
72 Leibniz-Institut für Molekulare Pharmakologie 6.4 Free Evolution free precession without relaxation
let us now consider what happens after the /2 pulse (ignoring relaxation)
as before, the rotation operator acting on the state acts on both sides of the density operator
the populations are linked to the eigenstates, hence stationary
for the (-1) coherence we get an additional phase factor linked to the precession speed in the transverse plane
73 Leibniz-Institut für Molekulare Pharmakologie 6.4 Free Evolution free precession without relaxation
in terms of the magnetization we get
74 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment
the one-pulse experiment
let us summarize
75 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment free evolution with relaxation
experimentally we know that after the one-pulse experiment, the magnetization re-approaches the equilibrium value and that the coherences decay to zero
it follows a phenomenological approach for the Bloch equations integrated into the density matrix formalism
decay of the coherences is described by a damping factor
76 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment
free evolution with relaxation – T2
the decaying coherence yields a shrinking magnetization vector
this can be explained because the presence of coherences does not only require transverse spin polarization but also net alignment – which gets lost over time
77 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment free evolution with relaxation: inversion-recovery
a similar approach can be done for the recovery of the equilibrium populations
consider application of a 180° pulse
78 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment free evolution with relaxation: saturation-recovery
and similar in case we apply a 90° pulse where we start with
this corresponds to a certain transport of energy in the system
79 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment magnetization vector trajectory
now let us include the coherences
and remember the representation of the spin operators
80 Leibniz-Institut für Molekulare Pharmakologie 6.5 The One-Pulse Experiment magnetization vector trajectory
and using the relationship between the density matrix coefficients and the magnetization we get
which is a superposition of two types of motion yielding a spiral for the tip of the magnetization vector
81 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity density matrix and recorded signal
so how is all this related to the signal that the antenna picks up?
we detect the precessing transverse magnetization
let us assume the coil is aligned along the x axis
keeping in mind that
the coil detects the time derivative of this
and we know the time evolution of the coherences including relaxation
82 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity incoming signal treatment
for the derivative we keep in mind that « 0
Q: what does this tell us for high-field applications compared to low field spectrometers?
remember what happens in quadrature detection
the signal is mixed with references
in two paths
83 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity incoming signal treatment
output of the mixer is the product of the signals
the high-frequency components are removed in a low-pass filter (the cosine term from the reference oscillation is now written as complex exponential)
84 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity incoming signal treatment
hence, the filter output reads
transformation into the rotating frame just adds a phase factor for coherences that is linked to the precession speed
remember notation for freely evolving coherences (this time applied in the rotating frame)
85 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity incoming signal treatment
we obtain the compact notation
and in a similar way for the other signal
then we treat this as complex signal
this contains only contributions from the (-1)-quantum coherence
86 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity phase of the final signal
this signal
can be added a phase from the digitizer
whereas the frame phase shift is removed through phase correction (and this should remove the tilde)
and introducing the total receiver unit phase shift
we get
(“numerical factors are adjusted for convenience”)
87 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity signal intensity and density matrix
so we have
populations and the (+1)-coherence do not matter here
and we know for the evolution of the coherence
decomposing this into an amplitude and a phase yields
88 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity signal intensity and density matrix
hence the signal intensity is represented by the value of the coherence at time point zero immediately after the pulse (no surprise)
we can use this for the Lorentzian after FT
example for hard pulse experiment:
using
89 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity signal intensity and density matrix
we get for the (-1)-coherence
(the unity operator does not contribute)
amplitude at the beginning of acquisition
this is then multiplied with the absorptive and dispersive parts of the Lorentzian
90 Leibniz-Institut für Molekulare Pharmakologie 6.6 Signal Intensity multi-pulse experiments
we stop the discussion on pulse-acquire experiments here for now and come back to multi-pulse experiments in lecture 11
91 Leibniz-Institut für Molekulare Pharmakologie Lecture 6 Summary
1. Spin Ensemble
2. Thermal Equilibrium
3. RF Effect on Density Matrix
92 Leibniz-Institut für Molekulare Pharmakologie Lecture 6 Summary
4. Free Evolution
5. The One-Pulse Experiment
6. Signal Intensity
93 Leibniz-Institut für Molekulare Pharmakologie