234 6.5  Scanning Probe Microscopy and Force Spectroscopy

where Ebond is the bonding energy, with a decay length κ. Quantum mechanics can pre­

dict an exact potential energy curve for the H2

+​ diatomic molecule system, which the

Morse potential fits very well, whose form exhibits the qualitative features at least of

the real AFM chemical potential energy function. However, for more complex chem­

ical interactions of higher atomic number atoms involving anisotropic molecular orbital

effects, as occurred in practice with the tip–​sample system for AFM, empirical models are

used to approximate the chemical potential energy, including the Stillinger–​Weber poten­

tial and Tersoff potential, with the Stillinger–​Weber potential showing most promise from

ab initio calculations for interactions involving silicon-​based materials (as is the case

for AFM tips). The functional form of this potential energy involves contributions from

nearest-​neighbor and next nearest-​neighbor atomic interactions. The nearest-​neighbor

component UNN is given by

(6.23)

U

E

A B

z

z

z

a

NN

bond

p

q

=

]

[

σ

σ

σ

exp

/

1

where A, B, a, p, and q are all constants to be optimized in a heuristic fit. The next nearest-​

neighbor component, UNNN, is a more complex formulation that embodies angular depend­

ence of the atomic orbitals:

(6.24)

U

E

h x z

h x

z

h x

z

NN

bond

ij

ik

jik

ji

jk

ijk

ki

kj

ijk

=

(

)+ (

)+ (

)

,

,

,

,

,

,

θ

θ

θ

such that

(6.25)

h x z

z

a

z

a

ij

ik

jik

ij

ik

ijk

,

,

/

θ

λ

σ

σ

θ

(

) =

(

)

+

(

)

exp

/

cos

1

1

+

1

3

2

where

λ is a constant

i, j, and k are indices for three interacting atoms

If an AFM tip is functionalized to include electrostatic components, these can interact

with electrostatic components on the biological sample surface also. The functional

form can be approximated as U

R V

z

ES

rip

πε

2

2

2

/

where ε is electrical permittivity of

the aqueous solvent surrounding the tip and sample, Rtip is again the AFM tip radius of

curvature and V is the electrical potential voltage across a vertical distance z between tip

and sample.

The most significant of the interaction forces for AFM are the vdW forces, modeled as the

Lennard–​Jones potential (also known as the 6–​12 potential, introduced in Chapter 2):

(6.26)

U

E

z

z

LJ

bond

= −

2

6

6

12

12

σ

σ

The vdW forces arise from a combination of the fluctuations in the electric dipole moment,

and the coupling between these fluctuating dipole moments, and the exclusion effect between

paired electrons. The longer-​range ~z6 dependence is the attractive component, while the

shorter-​range ~z12 component results from the Pauli exclusion principle between paired

electrons that prohibits electrons with the same spin and energy state from occupying the same

position in space and thus results in a repulsive force at very short tip–​sample separations.