Introduction¶
This section provides the theoretical foundation for cavity-coupled molecular dynamics simulations in Cavity HOOMD.
Overview of Cavity QED in Molecular Dynamics¶
Cavity Quantum Electrodynamics (Cavity QED) studies the interaction between light confined in an optical cavity and matter. When molecular vibrations couple strongly to cavity photon modes, hybrid light-matter states called polaritons form.
Classical Treatment¶
Cavity HOOMD uses a classical description of both nuclear and photonic degrees of freedom:
Nuclear motion: Classical trajectories governed by Newton’s equations
Photonic modes: Harmonic oscillators with classical coordinates and momenta
Coupling: Bilinear dipole-field interaction
This approach is valid when:
Many photons populate the cavity mode (large n)
Thermal energy \(k_B T\) exceeds photon energy \(\hbar\omega\)
Nuclear motion is classical (heavy nuclei)
Quantum vs Classical:
Aspect |
Quantum |
Classical (Cavity HOOMD) |
|---|---|---|
Nuclear dynamics |
Wave packets |
Trajectories |
Photonic modes |
Fock states |
Harmonic oscillators |
Coupling |
\(\hat{H}\) |
Classical Hamiltonian |
Validity |
T → 0, few photons |
T > 0, many photons |
Theoretical Foundation¶
Hamiltonian Derivation Overview¶
The cavity-molecule Hamiltonian in Cavity HOOMD is derived from quantum electrodynamics and reduced to a classical form through several approximations. This section provides a high-level overview; see Cavity Forces for the complete derivation.
Starting Point: Minimal Coupling Hamiltonian
The quantum description begins with charged particles (electrons and nuclei) coupled to the electromagnetic field through the vector potential:
where the matter Hamiltonian includes kinetic energy with minimal coupling:
and the electromagnetic field energy is:
Key Approximations:
Coulomb Gauge: \(\nabla \cdot \hat{\mathbf{A}} = 0\), electromagnetic fields are purely transverse
Mode Expansion: The vector potential is expanded in cavity normal modes with frequencies \(\omega_\ell = \ell \pi c / L\)
Uniform Field Approximation: Since molecular length scales \(\ll\) cavity length, \(\hat{\mathbf{A}}(\mathbf{r}) \approx \hat{\mathbf{A}}(0)\) is spatially uniform
Gauge Transformations: Two unitary transformations are applied:
Remove vector potential from kinetic energy (length gauge)
90° phase rotation (coordinate displacement form)
Pauli-Fierz Form: After transformations, the Hamiltonian becomes:
where \(\lambda = 1/\sqrt{\epsilon_0 V}\) is the light-matter coupling strength and \(\hat{\mu}_\alpha\) is the molecular dipole moment operator.
Cavity Born-Oppenheimer Approximation¶
Timescale Separation:
Electrons move much faster than nuclei, but electromagnetic modes typically match nuclear vibrational timescales. We therefore:
Solve electronic structure separately for nuclear positions \(\{\mathbf{R}_i\}\) and cavity coordinates \(\{q_{\ell,\alpha}\}\):
Invoke adiabatic approximation: Since cavity modes are typically far off-resonant from electronic transitions:
This avoids treating polaritonic potential energy surfaces while retaining cavity effects on nuclear dynamics.
Classical Limit and Mean-Field Approximation¶
From Quantum to Classical:
Treating slower degrees of freedom (nuclei and photons) classically, the potential energy becomes:
Mean-Field Treatment:
The quantum fluctuation term \(\langle\psi_g|\hat{\mu}_\alpha^2|\psi_g\rangle\) is approximated by its classical mean-field value:
where \(\mu_\alpha(\{\mathbf{R}_i\})\) is the classical dipole moment.
Final Classical Hamiltonian:
This is the starting point for cavity molecular dynamics simulations.
Single-Mode vs Multi-Mode Treatment¶
Single-Mode Approximation:
In Cavity HOOMD, we typically retain only the lowest-frequency electromagnetic mode:
Justification:
Energy scale separation: Higher modes have \(\omega_\ell > \omega_c\) and are off-resonant with molecular vibrations
Coupling strength: Higher modes couple more weakly due to larger frequency denominators
Computational efficiency: Single mode reduces degrees of freedom from \(\mathcal{O}(N_\text{modes})\) to \(\mathcal{O}(1)\)
Multi-Mode Considerations:
Multi-mode treatment is necessary when:
Multiple cavity modes are near-resonant with molecular transitions
Studying mode-selective effects
Investigating multimode interference phenomena
The formalism in Cavity Forces naturally extends to multiple modes.
Scope and Applicability¶
What Cavity HOOMD Can Simulate¶
Strong Coupling Regime:
Collective vibrational strong coupling
Polariton formation and dynamics
Cavity-modified reaction rates
Energy transfer in cavity-coupled systems
Non-equilibrium switching experiments
System Types:
Molecular liquids and solids
Organic semiconductors
Biomolecular systems
Any polarizable molecular system
Temperature Range:
10 K to 500 K (typical)
Limited by MD force field validity
Best suited for T > 50 K where classical treatment is valid
Limitations¶
1. Classical Approximation:
Cannot capture:
Zero-point energy effects
Quantum coherence
Tunneling
Photon number quantization
2. Single-Mode Approximation:
Only one or few cavity modes
No multimode interference effects
No cavity dispersion
3. No Electronic Excitations:
Ground state electronic structure only
No photochemistry or excited state dynamics
Coupling through nuclear dipole moments only
4. Periodic Boundary Conditions:
Infinite periodic system
No cavity boundaries or mirrors
Uniform field approximation (q=0) or single standing wave (finite-q)
Units and Conventions¶
Atomic Units¶
Cavity HOOMD uses HOOMD reduced units internally, which are related to atomic units:
Fundamental Constants:
Electron mass: \(m_e = 1\)
Elementary charge: \(e = 1\)
Reduced Planck constant: \(\hbar = 1\)
Coulomb constant: \(k_e = 1\)
Derived Units:
Quantity |
Atomic Unit |
SI Equivalent |
|---|---|---|
Length |
Bohr radius \(a_0\) |
0.529 Å |
Energy |
Hartree \(E_h\) |
27.2 eV = 4.36×10⁻¹⁸ J |
Time |
\(\hbar/E_h\) |
2.42×10⁻¹⁷ s = 0.024 fs |
Mass |
Electron mass \(m_e\) |
9.11×10⁻³¹ kg |
Temperature |
\(E_h/k_B\) |
315,775 K |
Frequency |
\(E_h/\hbar\) |
4.13×10¹⁶ Hz |
Practical Conversions:
For typical molecular simulations:
# Energy
1 eV = 0.0367 Hartree
1 kcal/mol = 0.00159 Hartree
# Length
1 Å = 1.889 Bohr
1 nm = 18.89 Bohr
# Time
1 fs = 41.34 atomic time units
1 ps = 41,341 atomic time units
# Temperature
300 K = 0.00095 Hartree/k_B
100 K = 0.00032 Hartree/k_B
# Frequency
2000 cm⁻¹ = 0.00916 Hartree/ℏ
User Interface Units¶
Input Parameters (User-Friendly):
Temperature: Kelvin (K)
Cavity frequency: wavenumbers (cm⁻¹)
Time: picoseconds (ps)
Length: Angstroms (Å)
Mass: atomic mass units (amu)
Internal Computation:
All converted to reduced/atomic units automatically.
Output:
Can be in either reduced units or converted back to SI/conventional units.
Physical Constants Table¶
Useful Physical Constants:
Constant |
Symbol |
Value |
|---|---|---|
Boltzmann constant |
\(k_B\) |
1.381×10⁻²³ J/K = 8.617×10⁻⁵ eV/K |
Planck constant |
\(h\) |
6.626×10⁻³⁴ J·s |
Reduced Planck constant |
\(\hbar\) |
1.055×10⁻³⁴ J·s |
Speed of light |
\(c\) |
2.998×10⁸ m/s |
Elementary charge |
\(e\) |
1.602×10⁻¹⁹ C |
Avogadro constant |
\(N_A\) |
6.022×10²³ mol⁻¹ |
Vacuum permittivity |
\(\varepsilon_0\) |
8.854×10⁻¹² F/m |
Molecular Constants:
Molecule |
Vibrational Frequency |
Dipole Moment |
|---|---|---|
O₂ |
1580 cm⁻¹ |
0.0 D (non-polar) |
CO |
2143 cm⁻¹ |
0.11 D |
H₂O |
3650 cm⁻¹ (stretch) |
1.85 D |
CO₂ |
1333 cm⁻¹ (asymmetric) |
0.0 D (linear) |
Energy Scales and Typical Values¶
Molecular Energy Scales¶
At room temperature (300 K):
Vibrational energies:
O-H stretch: ~3600 cm⁻¹ ≈ 0.45 eV
C=O stretch: ~1700 cm⁻¹ ≈ 0.21 eV
C-H stretch: ~3000 cm⁻¹ ≈ 0.37 eV
Bending modes: ~1000-1500 cm⁻¹
Bonding energies:
Covalent bonds: 1-5 eV
Hydrogen bonds: 0.1-0.4 eV
van der Waals: 0.01-0.1 eV
Cavity Energy Scales¶
Typical cavity frequencies:
Mid-IR: 1000-4000 cm⁻¹ (0.12-0.50 eV)
Near-IR: 4000-13,000 cm⁻¹ (0.50-1.6 eV)
Visible: 13,000-25,000 cm⁻¹ (1.6-3.1 eV)
Single-molecule coupling:
Collective coupling (N molecules):
For N=512 molecules:
Strong Coupling Criterion¶
Condition for strong coupling:
where:
\(\Omega_R = 2g_{\text{collective}}\): Rabi splitting
\(\gamma_{\text{mol}}\): Molecular dephasing rate
\(\kappa_{\text{cav}}\): Cavity loss rate
Typical values:
\(\Omega_R \sim 50-200\) cm⁻¹ (experimental)
\(\gamma_{\text{mol}} \sim 10-100\) cm⁻¹
\(\kappa_{\text{cav}} \sim 1-50\) cm⁻¹
Strong coupling achieved when: \(\Omega_R > 50\) cm⁻¹
Parameter Guidelines¶
Recommended Parameter Ranges¶
Coupling Strength:
Regime |
g (atomic units) |
Description |
|---|---|---|
Weak |
10⁻⁵ - 10⁻⁴ |
Perturbative, minimal modification |
Moderate |
10⁻⁴ - 10⁻³ |
Observable effects, energy exchange |
Strong |
> 10⁻³ |
Polariton formation, strong coupling |
Temperature:
Low T (50-100 K): Reduced thermal fluctuations, clearer coupling effects
Room T (300 K): Realistic conditions, stronger thermal noise
High T (>400 K): Challenging for classical MD, force field limitations
Cavity Frequency:
Match molecular vibrations: \(\omega_{\text{cav}} \approx \omega_{\text{vib}}\)
Red-detuned: \(\omega_{\text{cav}} < \omega_{\text{vib}}\)
Blue-detuned: \(\omega_{\text{cav}} > \omega_{\text{vib}}\)
Timestep:
Standard: 0.001 ps (1 fs)
High-frequency vibrations: 0.0005 ps (0.5 fs)
Adaptive: Use
AdaptiveTimestepUpdater
Parameter Relationships¶
Cavity Quality Factor:
where \(\kappa\) is the cavity loss rate.
Cavity Lifetime:
Molecular Dephasing Time:
Rabi Period:
Next Sections¶
Continue to:
Cavity Forces for detailed force equations
Time-Varying Coupling for time-dependent coupling theory
Thermostats for temperature control methods
Energy Conservation for energy decomposition
Strong Coupling for polariton physics
Back to:
Getting Started for practical usage
Cavity HOOMD User Guide for main documentation