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Sandbox Physics
Nonadiabatic molecular dynamics

L3 · Chapter 4

Three dynamics methods for the same preparation

A quantum packet retains nuclear amplitudes. An Ehrenfest trajectory feels an electronic mean force. Surface hopping moves a trajectory on one active surface and allows random changes of state. Their branching rules differ, so a comparison begins by fixing the potential, preparation and exits.

Set up one common avoided crossing

Use Tully’s 1990 simple avoided crossing with coordinate RR and nuclear mass M=2000M=2000. The real symmetric diabatic matrix has opposite diagonal elements. Its parameters are A=0.01A=0.01, B=1.6B=1.6, C=0.005C=0.005 and D=1D=1 in the expressions below.

The electronic state is prepared in the local lower eigenstate at each nuclear position. The incident packet is centered at R0=−8R_0=-8, with position standard deviation σR\sigma_R and central momentum p0p_0. Both classical methods sample position and momentum from the same scalar minimum-uncertainty nuclear Gaussian Wigner distribution. This particular Wigner distribution is nonnegative and can supply a classical initial ensemble.

V11(R)={A(1−e−BR),R≥0−A(1−eBR),R<0,V22=−V11,V12=Ce−DR2V_{11}(R)=\begin{cases}A(1-e^{-BR}),&R\geq0\\-A(1-e^{BR}),&R<0\end{cases},\quad V_{22}=-V_{11},\quad V_{12}=Ce^{-DR^2}
Matrix entries use atomic units. Changing Electronic mixing modifies the coupling term and is recorded in the saved parameters.
IncomingOutgoing
One arrival can leave in two electronic channels. Conceptual diagram; positions and heights are schematic.

Reading: John C. Tully · Tully 1990 original paper · Cigrang et al.

Quantum evolution retains amplitudes at every position

The two nuclear components form χ(R,t)\boldsymbol\chi(R,t). Kinetic energy acts on each; the local potential matrix mixes them. A split-operator solver alternates kinetic and potential propagation. The local two-state potential exponential can be evaluated directly.

A symmetric half-potential, full-kinetic, half-potential step has local error starting at the cube of the time step, usually producing quadratic global convergence. Spatial resolution and boundaries introduce separate errors. After splitting, each branch still carries its own phase.

iℏ∂tχ=[−ℏ22M∂R2I+V(R)]χi\hbar\partial_t\boldsymbol\chi=\left[-\frac{\hbar^2}{2M}\partial_R^2I+V(R)\right]\boldsymbol\chi
A converged grid solution is the quantum reference within the frozen two-state model. The model itself remains an approximation.

Ehrenfest evolves an electronic mean force

Each trajectory has classical position RR, momentum pp and normalized electronic vector cc. Electronic evolution uses the potential at the current position. The nuclear force is the expectation of its derivative, including off-diagonal derivatives.

When quantum probability separates onto two surfaces, an individual Ehrenfest trajectory still experiences one average force. More initial trajectories improve sampling of this approximation. Coherent nuclear branching remains a separate approximation error.

R˙=p/M,p˙=−c†(∂RV)c,iℏc˙=V(R)c\dot R=p/M,\qquad \dot p=-c^\dagger(\partial_RV)c,\qquad i\hbar\dot c=V(R)c
These equations use the fixed diabatic basis. Mean-field energy adds classical kinetic energy to the electronic potential expectation.

Surface hopping gives each trajectory an active surface

Fewest-switches surface hopping, or FSSH, computes nuclear force on an active adiabatic surface and continuously evolves electronic amplitudes. Let aa denote the active state, bb the target, and dabd_{ab} their real-basis derivative coupling. A short-time electronic probability flow determines the candidate hop probability.

An accepted hop adjusts nuclear momentum to compensate for the surface-energy change. In one dimension the forward direction is retained and the magnitude changes. An uphill hop requiring more kinetic energy than available is rejected as frustrated. Multidimensional adjustment requires an additional direction convention.

ga→b=max⁡ ⁣(0,2Δt Re⁡(ca∗cb R˙ dab)∣ca∣2)g_{a\to b}=\max\!\left(0,\frac{2\Delta t\,\operatorname{Re}(c_a^*c_b\,\dot R\,d_{ab})}{|c_a|^2}\right)
This sign convention corresponds to the negative derivative-coupling term in electronic evolution. Time steps must resolve the probability flow and small populations require numerical protection.
pnew22M+Eb=pold22M+Ea\frac{p_{\mathrm{new}}^2}{2M}+E_b=\frac{p_{\mathrm{old}}^2}{2M}+E_a
This is the energy condition at a hop. Drift during continuous integration is monitored separately.

Reading: John C. Tully

Worked example of a closed upper exit

Far from the crossing the two surfaces approach −A-A and +A+A. Leaving on the upper surface after lower-surface incidence requires energy 2A=0.022A=0.02. For p0=5p_0=5 and M=2000M=2000, the central kinetic energy is p02/(2M)=0.00625p_0^2/(2M)=0.00625.

A narrow incident momentum distribution therefore suppresses the upper far-field exit. A Gaussian has a high-momentum tail and finite-time amplitude may remain near the crossing. The central threshold alone does not prove exactly zero upper probability for the full packet.

Electronic upper-state population, the fraction of trajectories with that active state, and upper-channel outgoing probability are distinct. The last additionally requires arrival in the specified exit. Define the observable before attributing a difference to dynamics.

Try the prediction

Compare a split packet with mean-force trajectories

  1. Choose the blocked-upper-exit preset and predict where a mean-force approximation may differ.
  2. Watch all methods pass through the same crossing and compare trajectories with nuclear density.
  3. Increase only the trajectory count. Separate decreasing sampling noise from persistent method differences.

Exercises and explanations

  1. Why is FSSH electronic upper population not the upper outgoing fraction?

    Read the explanation

    Electronic amplitudes evolve continuously; the active surface is selected by hops. An outgoing count also requires a trajectory to reach the specified window. They measure different objects.

  2. Does an infinite Ehrenfest ensemble become exact quantum nuclear dynamics?

    Read the explanation

    It improves integration over the initial ensemble within the same approximation. Coherent nuclear branching, tunneling and recombination interference require a description that retains nuclear amplitudes.

Sources and calculation scope

  1. John C. Tully, Molecular dynamics with electronic transitions, J. Chem. Phys. 93, 1061–1071 (1990)

    Published primary method paper. Sections II–III define fewest switches and its one-dimensional test models. Our three-method comparison uses the simple avoided-crossing Hamiltonian; the nuclear packet, finite windows and numerical settings are stated with each saved run.

  2. Tully 1990 original paper, author-text scan

    Open copy of the original paper for checking the transition rule and model equations. The displayed Lab comparison is generated by the repository solver, not digitized experimental data.

  3. Cigrang et al., Roadmap for Molecular Benchmarks in Nonadiabatic Dynamics, arXiv:2502.14569v3

    Fixed 4 July 2025 author version associated with the published Perspective, DOI 10.1021/acs.jpca.5c02171. Sections II A–F discuss systems, dynamics methods, electronic structure, initial conditions, observables and experimental comparisons. This is a benchmark roadmap, not a completed universal ranking.

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