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By Tommaso Dorigo | March 12th 2010 06:01 PM | 8 comments | Print | E-mail | Track Comments
About Tommaso

I am an experimental particle physicist working with the CMS experiment at CERN and the CDF experiment at Fermilab. In my spare time I play chess...

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I was delighted to receive news this afternoon of three new interesting results produced by the DZERO collaboration in the analysis of Quantum Chromodynamics (QCD) processes.

QCD, the theory of strong interactions between quarks and gluons, is the "boring" part of the physics of high-energy hadron-hadron collisions. It used to be more more exciting twenty years ago, when the theoretical calculations were not as refined as they are now, and there was still a lot to understand in the physics of strong interactions between quarks and gluons. But nowadays, things are much more clear.

We think we know rather well what happens when quarks and gluons collide, recombine, and produce the streams of collimated hadrons we call "jets". Nowadays the Tevatron experiments, as well as the LHC ones, are focusing on other, more "frontier" physics topics: the discovery of what breaks electroweak symmetry, what gives mass to particles, and whatever lays behind the mask that Nature has put on, the Standard Model.

CDF and DZERO, the two experiments collecting the data from proton-antiproton collisions at the Tevatron 2-TeV accelerator, are undermanned: despite the author lists of the scientific publications they produce indicate that they are still both over 500-strong, much smaller is the number of physicists that are actively producing scientific results. Many former collaborators have left for the LHC experiment, others have left for other endeavours because the Tevatron future was not well known. Some of those who have left, like myself, still appear as authors, for several reasons which would deserve a separate post (ahem).

The shrinking crews of CDF and DZERO have been directed to reinforce the lines of a few very important analyses: those which can still make a difference, with respect to the already huge advance in human knowledge that the experiments at the Tevatron have amassed so far. The hunt for a Higgs boson, the search for supersymmetric particles and other exotic processes, a precision measurement of the top quark mass which the LHC experimenters will sweat department stores of shirts to beat.

Because of that, one does not see too many new QCD results coming out of the Tevatron these days. But the three new results from DZERO are a breath of fresh air.

I might be sounding as if I am a QCD aficionado, but I am not really one. Until yesterday I had never produced analysis results on quantum chromodynamics in my 18-year-long career in experimental high-energy physics. Strange as it may sound, just today, for the first time, I defended at a pre-approval meeting a new analysis of QCD physics. So far, I had done that for Electroweak analyses, Higgs physics analyses, top quark analyses, but no QCD yet. Maybe it is because of the pre-approval that I decided to write about these new QCD results today!

The three results

Too much talking. Let us come to the new QCD results by DZERO. The first analysis producd a measurement of the rate of events with three jets, as a function of their combined invariant mass.

Events with three jets arise when two quarks or gluons collide, scattering one against the other, and one of them radiates a gluon upon leaving the scene of the hard interaction. Indeed, three-jet events were used as the proof for the existence of the gluon in the seventies. Nowadays, they are interesting for another reason: they might hide the production of new processes.

Take for instance a new heavy particle that may be produced in energetic collisions at the Tevatron, and that decays strongly. It might yield three energetic quarks, which would produce three jets. By reconstructing the total invariant mass of the trio, DZERO might find that one certain value appears more often than it should: a peak in the invariant mass distribution signals the creation of a "resonance" - the new particle.

Finding a new jet-decaying resonance would be too good. The reason for precisely measuring the rate of three-jet events as a function of the total mass is a different one, in fact. This is a process that can be calculated with the most up-to-date theoretical tools, and a high-statistics comparison sheds light on the small discrepancies that still exist between experiment and theoretical modeling.

In the figure below, you see that the rate of three-jet events decreases smoothly as a function of mass. There are three sets of black points, which represent the rate of events for three different angular regions. What matters, however, is that theoretical predictions (the blue curves) are right on the money in all cases. Also note how this measurement amazingly extends well beyond invariant masses of one TeV! These are the highest-energy interactions ever recorded so far.



Let us take the second analysis produced by DZERO now. This uses the number of events with three jets and the number of events with two jets to compute a ratio, R3/2, as a function of the energy of the most energetic of them. This ratio is studied for different values of the minimum energy of the other jets. But what is this all about ?

The trick of taking ratios between the rate of different processes is widely used in analyses that wish to remove as many systematic uncertainties as possible. If the numerator has a uncertainty due, say, to the integrated luminosity of the sample used to collect the data, and the denominator has the same uncertainty coming from the same source, the ratio has none: this allows for much more precise comparisons with theory.

The three plots below show the ratio R3/2 computed by DZERO for three different thresholds on the minimum jet transverse energy, 50, 70, and 90 GeV. The data points (black) are compared to several theoretical models, and they unmistakably favor one of them, the Sherpa Monte Carlo. This is quite interesting, because its antagonist Pythia is widely used by most particle physics experiments nowadays, included, of course, DZERO itself. Pythia does a good job only if a particular setting of its parameters, called "BW", is used. Way too technical for us, but the message is clear: this measurement constrains the parametrizations of Quantum Chromodynamical processes in the simulations quite significantly.



Finally, the third analysis is the most interesting of the three. It reports on a search for exclusive dijet production. Jet pairs are produced "exclusively" when they are the only thing that is observable in the event: this is a quite rare outcome for a energetic proton-antiproton collision, when besides the two interacting quarks or gluons that give rise to the hard jets one has to cope with the remainder of the two colliding particles, which produce a mess of hadrons a bit everywhere in the detector.

An exclusive process (see left) is one where the two protons, in fact, do not fragment at all: they exchange at least two gluons, and thus are capable of retaining their null color charge, and remain unbroken. One of the two gluons may then radiate the two partons which produce the observed two jets.

You might well then ask: where does the energy of the two jets come from, if the proton and the antiproton remain unscathed ? Well, the proton and the antiproton do retain their identity, but they "slow down": they change direction slightly, yielding part of their energy to the scattering gluons.

In general, these processes where the proton and the antiproton scatter without exchanging color quantum numbers are called "diffractive". Hard diffractive events, such as those searched by DZERO in this analysis, have been observed in a number of other experiments; but hard diffractive events which are exclusive, i.e. where all the energy is yielded to the two final state jets such as in this case, or to another well-defined object, are much harder to observe.

To search for exclusive dijet events, DZERO used a variable which pictures the energy flow in the regions close to the beam axis. It would take too long to explain in detail the discrimination between simple diffractive events and exclusive ones; suffices to say that the variable Delta takes on values close to unity only for the exclusive processes, which are extremely rare and well hidden otherwise.



You can see how Delta discriminates the exclusive events, as predicted by the simulation, in the figure above. The data (black points) are compared to the distributions expected from non diffractive (NDF), single diffractive (SD), double diffractive (IDP), and exclusive diffractive processes (EDP). In the last bin, exclusive events are the largest contribution.

The figure on the left instead shows the ratio between the data and the sum of backgrounds, as predicted by the simulation. The rightmost bin shows clearly an enhancement, which is in good agreement with the hypothesis of coming from exclusive dijet production. The significance of the excess is of the order of four standard deviations. It seems that DZERO has nailed this one!



Above you can see an exclusive dijet production candidate isolated by DZERO. Quite nice! There indeed is nothing in the event but two well-separated, back-to-back streams of hadrons. The graph, if you are unfamiliar with these kinds of "lego plots", pictures the energy deposits in the DZERO calorimeter. Higher bars represent larger energy deposits. The calorimeter may be thought as a cylinder surrounding the beam axis around the point where the particles collide: the cylinder is cut along its height, unrolled, and the lego plot is drawn on top of its surface.

In conclusion, three new results by the DZERO experiment advance significantly our understanding of quantum chromodynamics in the high-energy regime (three-jet masses above 1 TeV), in the subtleties of the three-jet ratio (simulation tunings necessary to get in agreement with the data), and in the extremely-low-rate phenomena of exclusive diffraction. It only remains to present my congratulations to the DZERO scientists for these important achievements!

Comments

Ciao Tommaso,

I agree that these three papers are very interesting - especially the second two. These tests of PYTHIA tunes come at a good time, since this information will help us tune our simulations for the LHC. In fact, the LHC experiments would do well to make contact with the second of the D0 papers as data at higher energies come in. The third paper on the observation of exclusive diffractive production of jets is impressive - D0 have long had a strong effort in diffractive physics and it shows in this paper.

I don't quite agree that QCD has been boring. I don't tend to work in that area very much, but I do see a lot of imagine exercised by the QCD experimenters among us. There are only so much you can do for measuring the top mass or W cross section, but when it comes to jets, there seems to end to innovative ways to study the data!

regards,
Michael

PS. The loud advertisement for St. Lucia is truly obnoxious and yet another disincentive to visit your blog. Would you consider returning to Quantum Diaries and posting pointers from ScientificBlogging to that site, rather than the other way around?

dorigo
Hi Michael,

we see different ads based on our supposed interests, I gather. My ads are better than those you see :)
Cheers,
T.

Hfarmer
Great article.  I learned two things one is that Tevatron is still a bit useful. Two someone is till formulating theories which agree with doable experiments. 
I have one question. Why is Pythia preferred over Sherpa Monte Carlo.  I get the impression that Sherpa fits the data with fewer free parameters.  Wouldn't that make Sherpa the better theory?  Afterall given infinite parameters anyone can predict anything to any precision. 


Dont tase me bro

dorigo
Hi Hontas,

very good question. Pythia is a more complete Monte Carlo, and it includes the possibility to simulate a wide variety of processes, both within and beyond the standard model. It has been studied and tuned for decades now, in a variety of environments. Sherpa is a more recent effort, but a serious competitor. I believe that the fact that Sherpa includes the matrix-element calculation of 3- and 4-jet events in addition to the diagrams for 2-jet production is what makes it win against Pythia here. In Pythia, the rate of three- and four-jet production is derived from parton shower tuning. In other words, Pythia tries to picture things by carefully tuning its modeling of the emission of color radiation after the hard subprocess, thought to be a 2->2 one; Sherpa includes in what is "hard subprocess" diagrams with three or four outgoing legs, and therefore less tuning is necessary to get a good approximation of three-jet rates.

Cheers,
T.

Tommaso, what's your opinion about the discrepancy between experiment and theory commented in "b jets are hard to count!," Collider blog, March 14, 2010.

"There is a major discrepancy reported by CDF in what should be a concrete, direct, basic quantity – the cross section for producing a W-boson and one or two b-quark jets ["First Measurement of the b-jet Cross Section in Events with a W Boson in p-pbar Collisions at √s = 1.86 TeV"]. The CDF result is 2.74 ± 0.27 ± 0.42 pb, but recent NLO calculation yields 1.22 ± 0.14 pb ["Associated production of a W or Z boson with bottom quarks at the Tevatron and the LHC"].

dorigo
Hi Francis,

that discrepancy is very interesting, but most likely due to a theoretical underestimate. Heavy flavour production has traditionally been off from predictions at the Tevatron, by even factors of 50 (the psi(2S) production at the start of Run I). Theory has struggled to get in agreement with experimental estimates. Hadronic physics is tough!
I think a tweaking of the b-quark content of the proton might have some role, but I need to look deeper into the matter to make a more meaningful comment.

Cheers,
T.

Very provincial attitude about QCD, typical of high-energy. Clearly the connection between quark confinement and chiral symmetry breaking (both spontaneous and dynamical) is nowhere near being understood. Condensates, instantons and likely other collective properties of the QCD vacuum are (and not the Higgs!) responsible for all the hadronic mass of the universe, but never mind, QCD is boring because we understand hard gluon radiation.

dorigo
Hi lcs,

I in fact agree with you: high-energy QCD is well-known, but there are many unsolved mysteries at low energy.

I think I can prove that my attitude is different with respect to QCD in the professional setting. Two years ago, there was a panel at PPC 2008 in Albuquerque, and I argued that more investments should go in the study of low-energy QCD interactions. I will not reproduce the points here, since you know them (and the cosmological implications of a better understanding of nuclear reactions), but they should be transcribed somewhere.

In my blog I often over-simplify things for a wider audience. And I do think it is true that, looked from a distance and fewer means, QCD is less interesting.

Cheers,
T.

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