Photon counts in each camera frame
Each square pixel collects light over its own area, blurred by a calibrated Gaussian point-spread function. The same frozen set of released atoms flies ballistically to every exposure time.
Q029 · Slowing and trapping atoms with light
Can light slow an atom down and also hold it in place? It can do both. Tune the beams slightly below resonance, and the Doppler shift makes a moving atom absorb more from the beam it is heading into, so its motion is damped. A magnetic field gradient adds a Zeeman shift that grows away from the center, pushing stray atoms back. The random photon recoils also heat the cloud.
Compare three ways light cools atoms: Doppler cooling, Sisyphus cooling by optical pumping, and coherent dark states in momentum. Release a cloud, take camera frames with finite pixels, and work out the velocity spread, starting size and drift from the detected photons.
01 / Before acquisition
Acquire frames to compare this prediction with the observed count profile.
An ideal beam splitter routes the axial cooling input away from the camera; detected-photon gain includes collection losses. Stage dots show the release ensemble. Cooling light is off during flight; the selected later image is shown below.
02 / Recorded photons
A 33 by 33 pixel fluorescence camera integrates a Gaussian PSF, then samples independent Poisson photon counts with calibrated uniform background. Display colors show raw counts, not atom velocities.
At least four well-separated, sufficiently bright, uncropped frames are required.
Fit background-subtracted pixel moments after PSF and pixel-width correction. The linear term keeps initial position–velocity covariance. This is a one-axis kinetic variance, including nonthermal tails; it is not a fitted equilibrium temperature.
03 / Inference from these frames
· Points: corrected moments of the observed frames. Line: a quadratic fit to these points. No inference is given when the signal is too weak, too much of the cloud sits near the edge, or the positive curvature is not resolved.
04 / Model diagnostics, not camera data
Try the counterexample: blue detuning or reversed restoring sign; zero pumping in Sisyphus; ground-state dephasing in the coherent protocol. Save each record before changing settings.
05 / Save an unfinished run
Up to six snapshots retain prepared atoms, partial frames, random generator state and the next flight time. Restoring and resuming reproduces the remaining photon records exactly. CSV labels model-density rows separately and never uses model velocities as observed camera data.
Coordinates: counterpropagating cooling waves are along horizontal x. The camera views the x–y plane along z. All cooling fields are off during ballistic expansion; a uniform release kick changes the center without changing the kinetic variance. Gravity, collisions, optical depth, photon recoil during imaging, loss between frames and saturation of the camera are omitted. The imaging is explicitly ideal and nondestructive. The finite field selects detected photons; edge contamination above 2.5 percent withholds a temperature rather than silently treating lost tails as cold atoms.
Sisyphus mode propagates classical positions and momenta on two periodic ground-state potentials. Position-dependent optical pumping switches the state and applies recoil. The excited manifold is eliminated; the rates are a bounded qualitative reduction of the low-saturation lin-perpendicular-lin mechanism, with rubidium mass and recoil scale, not a fitted rubidium hyperfine calculation. No imposed cooling temperature or friction term appears. It cannot justify semiclassical predictions at or below one recoil.
The coherent mode evolves positive two-by-two ground density blocks. Kinetic phase mixes dark and bright components away from two-photon resonance; only the bright component scatters. Completely positive no-jump, recoil-jump and dephasing maps preserve trace. Equal ground branching and 21-node isotropic axial emission redistribute momentum. Inter-block coherence and explicit excited-state dynamics are omitted. The grid spans 24 recoil units on either side with 0.1 recoil spacing and reflecting edges; cumulative reflected probability is reported. A narrow central quasi-momentum dark packet produces two physical momentum peaks separated by two recoils. Its narrow width does not make the total kinetic variance subrecoil; a numerical central-bin population is not a historical temperature measurement.
The Doppler and MOT protocols use the model of six independent traveling waves with recoil, a common saturation denominator and ideal Zeeman branches. That model leaves out multilevel ground structure and realistic loading. Each protocol is a separate physical reduction; the set is not a continuous temperature slider.
Dalibard & Cohen-Tannoudji (1989) · polarization-gradient models
Aspect et al. (1988) · velocity-selective coherent population trapping
Aspect et al. (1989) · theoretical VSCPT analysis
Barker et al. · time-of-flight imaging and temperature fits
Steck · rubidium-87 D-line constants
Physics tutorial
BackgroundThree cooling mechanisms trade momentum between light and atoms in different ways. The camera, with its finite field and pixels, sees only photons from the expanding cloud; it does not read the simulated velocities.
Why it mattersDraw a conclusion from what the camera frames show, then test it by changing the cooling mechanism or the calibration.
Start with the essentials
Each square pixel collects light over its own area, blurred by a calibrated Gaussian point-spread function. The same frozen set of released atoms flies ballistically to every exposure time.
The initial size, the position–velocity correlation and the velocity variance are fitted to the corrected moments of the frames. The mean position gives the drift separately.
This temperature uses only a second moment and does not assume a thermal Maxwell distribution. If the field of view clips the cloud noticeably or the signal is weak, no estimate is given.
On resonance, the relative phase of the two components cancels their coupling to the light. Dephasing destroys this cancellation. The two components carry opposite recoil momenta.
Typical misconceptionIf the spot on the camera is smaller, the atoms must be colder.
Better mental modelThe initial size, drift, position–velocity correlations, point spread and the camera's finite acceptance all change the image too. You need images at several calibrated flight times.
Typical misconceptionThe three protocols are the same rubidium model, just aimed at a lower target temperature.
Better mental modelRecoil from traveling waves, optical pumping among many levels and coherent momentum blocks each follow their own evolution law. No final temperature is set in advance.
Choose MOT and acquire five frames. Then add a uniform kick at release and compare the fitted width and drift.
What to observe: The center moves, but that does not mean the velocity variance grew.Save a Sisyphus run, then set the optical pumping to zero. At the same exposure, compare the jumps in potential energy and the camera images.
What to observe: When atoms switch internal state at different positions, potential energy is removed. A static potential by itself does not give the same cooling cycle.Record a run of the coherent protocol, then increase the ground-state dephasing. Look at the populations of both ground-state momentum components and at the negative coherence that forms the dark packet.
What to observe: The narrowing of the dark packet in quasi-momentum is not the same as the variance of the total real momentum. The model does not reproduce any historical helium temperature.Reduce the field width or the photon gain. Pause partway through a frame sequence, then save, restore and resume.
What to observe: When the images cannot support an estimate, no temperature is given. Restoring the saved random state reproduces the later photon records exactly.Quantum evidence · Reading path
Articles on this path that use this experiment, followed by the other experiments they suggest.
Probes and measurement · Reading path
Articles on this path that use this experiment, followed by the other experiments they suggest.