Research / Predictive Theory for Precision Experiments

Diatomic Molecular Spectroscopy for Laser Cooling and Precision Measurements

Quantum-chemistry calculations provide an initial map of AlF electronic states, approximate transition energies and branching properties before every state is known experimentally. Spectroscopy then locates and assigns the real levels with much higher precision, while later laser-cooling, trapping and source experiments test which parts of that molecular picture are usable in practice.

Before a new state can be measured, theory provides a search map

When an electronic state is poorly characterized or has not yet been observed, an experiment first needs to know roughly where to look. High-level quantum-chemistry calculations can predict electronic-state ordering, approximate term energies, potential-energy curves, equilibrium structures, vibrational spacings, transition strengths and Franck–Condon factors. Those predictions are not expected to place a narrow spectroscopic line at its final experimental frequency. Their first job is to reduce a very large search problem to a physically motivated energy or wavelength region and to suggest which state symmetry and transition should be present there.

AlF provides a clear example. Calculations published in 1988 predicted the ordering of the low-lying triplet manifold and placed a missing d3Π state below the state later assigned as e3Δ. The 2024 experiment subsequently searched for and observed this d3Π state. Its lowest measured level lies about 600 cm−1 above the earlier calculated value: far too large an error for precision spectroscopy, but close enough for the calculation to have supplied the correct state ordering and a useful search region. Once the band was found, rotationally resolved spectroscopy determined the actual level positions and molecular constants.

This division of labour recurs throughout molecular spectroscopy: calculation proposes a microscopic level structure and narrows the search space; experiment identifies the real spectrum, resolves perturbations and replaces approximate predictions with measured constants. The measured spectrum then becomes a benchmark for the next generation of electronic-structure calculations.

The molecular structure required for laser cooling

AlF has two transitions with different experimental roles. The strong A1Π ← X1Σ+ transition near 227.5 nm supports rapid optical cycling, while the much narrower spin-forbidden a3Π ← X1Σ+ transition near 367 nm is attractive for precision spectroscopy and lower-temperature laser cooling. Before either transition can be used reliably, the relevant rotational and vibrational branching, hyperfine structure, radiative lifetimes and perturbations between electronic states have to be known well enough to predict where population will go under repeated laser excitation.

Quantum chemistry also helps before the apparatus is committed to a particular molecular transition. Earlier ab initio work on AlF calculated electronic potentials and Franck–Condon factors and identified the strongly diagonal A–X and a–X systems as promising for laser cooling. For an experiment, that kind of calculation helps answer whether a molecule is worth pursuing, which transition is likely to support repeated photon scattering, what wavelength range is needed and how much vibrational repumping may be required.

Spectroscopy and calculation refine each other

The experimental spectroscopy was accompanied by molecular calculations throughout this program. Calculated potentials, Franck–Condon factors, transition strengths, hyperfine parameters and electronic-state ordering were used to identify promising transitions and interpret observed spectra. The measurements then provided direct tests of those calculations. In the 2019 laser-cooling characterization, the measured off-diagonal vibrational branching of the A–X transition agreed with theoretical predictions. In the 2022 a3Π study, measured hyperfine parameters were compared with quantum-chemistry calculations, and the experimental data constrained the a3Π potential and the a3Π–X Franck–Condon matrix. The 2024 measurements of higher triplet states confirmed an electronic-state ordering that had been predicted theoretically much earlier.

Theory is also useful where direct measurement is incomplete. Once an experimentally anchored potential or electronic-state model is available, calculations can interpolate or predict unmeasured rovibrational levels, transition strengths and branching properties. High-resolution spectra, in turn, reveal where the model needs additional coupling terms or a revised potential.

The metastable a3Π state

The 2022 study measured the lowest rotational levels of the a3Π state for vibrational levels v = 0–8 in a jet-cooled molecular beam. Time-delayed state-selective ionization gave a radiative lifetime of 1.89 ± 0.15 ms for the a3Π1, v = 0, J = 1 level. Hyperfine-resolved measurements determined parameters in the v = 5 level, and a 1.27 kHz-wide transition was recorded between hyperfine levels in the metastable state.

These measurements provide the quantities needed to model the narrow a3Π–X transition experimentally: level positions, hyperfine structure, lifetime, photon-scattering rate and vibrational branching. They also benchmark the electronic potential used to calculate levels outside the directly measured set.

Coupled electronic states and higher triplet structure

The singlet and triplet manifolds of AlF are not completely isolated. Spectroscopy of the nearby A1Π and b3Σ+ states quantified spin–orbit mixing and showed that weak mixing introduces very small loss channels from the main A–X cooling cycle. Nearly degenerate A1Π, v = 6 and b3Σ+, v = 5 levels are much more strongly mixed and can provide spectroscopic access between the singlet and triplet manifolds.

The 2024 work extended the measurements to higher triplet states. It identified the previously unobserved d3Π state for v = 0–6, characterized e3Δ for v = 0–2 and f3Σ+ for v = 0–2, and measured an AlF ionization potential of 78,492(1) cm−1. The d3Π, v = 3 ← a3Π, v = 3 band is intrinsically weak but gains intensity through coupling to a nearby e3Δ band. Treating this intensity borrowing and the associated spin–orbit and spin–rotation interactions is necessary to reproduce the observed rotational structure and obtain meaningful molecular constants.

From spectroscopy to laser cooling and trapping

Optical-cycling experiments subsequently demonstrated scattering rates above 17 × 106 s−1 on the strong A–X transition, efficient vibrational repumping and radiation-pressure deflection. In 2025, AlF was captured in a magneto-optical trap on the A1Π ← X1Σ+ transition, including the J = 1, 2 and 3 rotational levels. That experiment identifies the narrow a3Π ← X1Σ+ transition as a route toward precision spectroscopy and narrow-line cooling.

The earlier spectroscopy and theory determine the level structure required for that next stage: which transitions can be addressed, the expected branching and scattering rates, how long metastable levels survive, and where state mixing has to be included explicitly.

2026: continuous thermochemical sources and new spectroscopy

A 2026 New Journal of Physics study addressed a different experimental bottleneck: how to produce a bright, continuous supply of AlF. A compact oven based on the thermochemical reaction between sublimated AlF3 and aluminum produced a total far-field brightness of 5 × 1015 molecules sr−1 s−1 at 923 K. Coupling the source to a cryogenic Ne buffer-gas cell reduced the rotational temperature to about 30 K and the most probable forward velocity from about 600 m s−1 to 200 m s−1. The work also demonstrated AlF production in a compact dispenser package and observed a transient room-temperature AlF vapour after wall collisions, suggesting possible routes to direct MOT loading.

The continuous source was also used as a spectroscopy tool. Laser-induced fluorescence improved spectroscopic constants for the A1Π, v = 0–4 levels, while REMPI spectroscopy extended observations of the c3Σ+ state to high vibrational excitation. This provided a particularly direct theory–experiment comparison. Ab initio calculations had predicted a dense electronic-state region and a barrier roughly 8,000–10,000 cm−1 above the c3Σ+ minimum, so the high-lying spectrum was expected to become strongly perturbed. Instead, 49 measured rovibrational levels could be described by a regular Dunham expansion, and the state remained spectroscopically regular for at least about 1 eV above its potential minimum. The measurement therefore places an experimental constraint on the calculated high-energy potential rather than simply confirming the prediction.

Experimental data and theoretical predictions in one interface

The AlF spectroscopy website collects spectroscopic constants and measured level information for 15 electronic states and provides calculations of vibrational and rotational levels, thermal populations and other quantities used when planning or interpreting experiments. It also includes quantum-chemistry predictions for electronic-state and transition properties. The same interface can therefore be used to compare measured levels with the calculated models used to estimate unmeasured structure and to choose regions for future spectroscopy.

Open the AlF spectroscopy database →

Selected AlF spectroscopy and experiment papers

From predicted molecular structure to laser cooling and continuous sources

Spectroscopic characterization of aluminum monofluoride with relevance to laser cooling and trapping, Phys. Rev. A 100, 052513 (2019); Optical cycling of AlF molecules, New J. Phys. 23, 075001 (2021); Characterisation of the b3Σ+ state and its interaction with the A1Π state in aluminium monofluoride, Mol. Phys. 119, e1810351 (2021).

Spectroscopic characterization of the a3Π state of aluminum monofluoride, J. Chem. Phys. 156, 124306 (2022); Doorway states between the singlet and triplet manifolds in AlF (2022); Triplet Rydberg States of Aluminum Monofluoride, J. Phys. Chem. A 128, 2752–2762 (2024).

Magneto-Optical Trapping of Aluminum Monofluoride, Phys. Rev. Lett. 135, 243401 (2025); and Continuous thermochemical sources of AlF molecules, New J. Phys. 28, 063201 (2026).