# Standard Model physics at the LHC

###### Abstract

In this contribution to the volume “From My Vast Repertoire – The Legacy of Guido Altarelli” I discuss selected topics of Standard Model (SM) physics at the LHC and their connection to the work of Guido Altarelli. An overarching connection is given by Guido’s fundamental contributions to our understanding of the strong force, parton distribution functions and their evolution, and techniques to calculate theoretical predictions through perturbative Quantum Chromodynamics. The increasingly precise LHC measurements of diverse processes can be confronted with SM predictions relying on these foundations to test the SM and contribute to the knowledge of the proton structure. The LHC experiments have also started to perform precise measurements of SM parameters, such as the mass of the boson, and have measured a variety of processes sensitive to interactions of multiple electroweak bosons. The discovery of the Higgs boson in 2012 and the measurements of its properties are crucial to establish the nature of the mechanism of electroweak symmetry breaking and the status of these studies is summarised.

## 1 Introduction

Before the year 2009, the start of the Large Hadron Collider (LHC) was eagerly anticipated in the whole particle physics community. As Guido Altarelli put it: “physics [was] in a deadlock and [needed] to be restarted.” [1]. The Standard Model of particle physics (SM) was by many seen just a low-energy effective version of the ultimate theory. The LHC was expected to take our understanding to the next level. In the following I attempt to discuss where the endeavour to explore the SM at the energy frontier has lead us in the last seven years.

The LHC [2] is the most powerful accelerator ever built. From 2010 to 2012 it provided proton–proton () collisions at an unprecedented centre-of-mass energy of – in Run 1. In 2015 the LHC started the Run 2 operation at , close to the design value of . With this, it exceeds the typical energy scale of collisions at the previous generation of colliders, LEP, HERA and TeVatron, by about an order of magnitude. The LHC now regularly delivers an instantaneous luminosity higher by 50% than the original design goal of to the ATLAS and CMS experiments [3, 4], exceeding previous colliders by about two orders of magnitude.

The SM describes the interactions of three generations of quarks and leptons through the gauge fields of the electroweak and strong interactions, with the electroweak symmetry being spontaneously broken by the Englert-Brout-Higgs mechanism. The unprecedented collision energy and large data sets provided by the LHC allow to probe the fundamental building blocks of matter and their interactions at a new level. It was certainly one of the “major physics discoveries of our time” [5] when the LHC experiments discovered “a” Higgs boson in 2012 [6, 7]. The Higgs boson was the final of the SM particles and was seen as “directly related to most of the major open problems of particle physics” [1].

It is important to remember, that the collisions delivered by the LHC are complex interactions of composite, strongly-interacting particles. Without the framework provided by the SM, we would hardly be in a situation to exploit the data at such a detailed level as we do it these days: decades of efforts in theory and phenomenology enable us to connect the basic Lagrangian to Feynman diagrams and those to quantitative predictions of cross sections and decay rates. A striking feature of the LHC data is the vast spectrum of measurements (and searches) that are possible, thereby testing a wide diversity of processes as well as very different energy scales.

## 2 The role of QCD in LHC physics

The protons collided by the LHC are strongly-interacting particles composed of quarks and gluons. It is thus somewhat obvious, that the theory of strong interactions, Quantum Chromodynamics (QCD), is of the highest importance for LHC physics. This is also true, if the aim is to study electroweak interactions. Or, as Guido Altarelli put it: “the understanding QCD processes is an essential prerequisite for all possible discoveries” at the LHC [8]. Thanks to the work of Guido Altarelli and many others at the end of the 1970s, QCD was established as the theory of strong interactions and the framework of perturbative calculations was worked out. At the level of the Lagrangian “QCD is a ’simple’ theory, but actually this simple theory has an extremely rich dynamical content” [8].

The calculation of a cross section can be factorized into a part describing the structure of hadrons in terms of the Parton Distribution Functions (PDFs) and another part describing the interactions of the fundamental quarks and gluons. The PDFs are not static objects, but evolve with the energy scale of the interaction, a property studied by Dokshitzer, Gribov and Lipatov [9, 10, 11], and then rederived by Altarelli and Parisi “in a direct way from the basic vertices of QCD” [12]. The resulting evolution equations are known as DGLAP equations and form a cornerstone of our understanding of QCD. The formulation given by Guido Altarelli has allowed to systematically improve the precision. The splitting functions that describe the evolution are nowadays known to the three-loop level [13, 14] and partially beyond this.

The elementary cross sections can be systematically calculated and similarly improved by an expansion in the strong coupling constant . Guido Altarelli contributed to one of the first higher order calculations [15]: the production of di-leptons in hadron collisions through the Drell–Yan process [16]. The Drell–Yan process will be further discussed in Section 6. The mechanism to improve the calculations by considering diagrams higher-order in has been critical. For LHC physics purposes it has turned out, that the next-to-leading order (NLO) is the minimum to have a reliable prediction, but often the next-to-next-to-leading order (NNLO) still provides an important correction.

Guido Altarelli’s contributions have such paved the way to quantitative predictions for QCD processes. The exploitation of the large LHC data sets keeps increasing the demands of experimentalists on the theory accuracy, which typically reaches the – percent level and may reach below for simple processes. Still, the precision in the measurements is often better than the theory uncertainties, limiting the interpretation of the data.

## 3 A broad overview of SM processes studied at the LHC

The diversity of processes and energy scales accessible at the LHC is
exceptionally wide. A very much simplified summary of cross-section
measurements is given in Fig. 1, where each measured
point often stands for a complex, multi-differential analysis and
typically – differential measurements. The range of
cross sections studied ranges from for the total
cross section to for the rarest processes, thus
spanning orders of magnitude. ^{1}^{1}1In addition, this
overview does not even attempt to capture many other important SM
measurements performed with LHC data, as for example the study of
rare or CP-violating -hadron decays with the
LHCb [17], CMS and ATLAS experiments or the study of
Heavy Ion collisions and the quark–gluon plasma, where the major
contributions of the ALICE experiments lie [18].

The theoretical predictions for the vast majority of the processes displayed in Fig. 1 use the techniques of perturbative QCD. The necessary PDF information is largely derived from deep-inelastic lepton–nucleon scattering (DIS), although more recently the information from LHC measurements have started to become useful to constrain PDFs further. Fig. 2(left) illustrates the relevant range of the Björken- momentum fraction for LHC physics, which is roughly from to . Indeed DIS fixed-target experiments and the HERA collider cover this range, however a significant evolution in energy scale is required to reach the LHC region. The broad agreement of the measurements with the predictions is thus a major triumph for the SM in general and QCD and the DGLAP formalism more specifically.

In the following, I will discuss a selection of recent measurements, starting with the most abundant processes involving only the strong interaction, moving on to processes involving the production of single electroweak bosons and a small selection of multi-boson processes before concluding with the current status of the studies of the Higgs boson.

## 4 Soft QCD Processes

The majority of interactions take place at small energy scales, where is large and non-perturbative effects dominate. Effects of this “soft regime”, such as inelastic minimum-bias interactions, often cannot be systematically computed through the usual perturbative QCD techniques. We thus need to resort to phenomenological models integrated in Monte Carlo (MC) tools like Pythia, Herwig or Epos [22, 23, 24] that are incorporate aspects of QCD and require tuning to data. Despite the fact that these MC tools are not directly connected to the SM Lagrangian, they are indispensable to the work of experimentalists. MC simulations are used to model the soft effects and their influence on measurements of processes at large energy scale, such as hadronisation of quarks and gluons and additional interactions beyond the hard scattering (“underlying event”). It remains a challenge to develop and constrain these models further such that non-perturbative effects will not limit the interpretation of LHC measurements in the future. Detailed measurements often show significant discrepancies to the model predictions. For example, the ALICE collaboration recently reported an enhanced production of strange hadrons in high-multiplicity collisions [25], suggesting a lack of understanding of the mechanism in the current MC models.

Another interesting aspect is the existence of hard double-parton interactions (DPI), which despite taking place at perturbative energy scales point beyond our typical pQCD framework. In a simple model, the DPI interaction may factorize into two effectively independent parton–parton scatters within the same interaction, however the probability for the second interaction is adjusted by a factor . Here refers to the total inelastic interaction cross section and is the so-called effective DPI cross section, a parameter to be determined in the experiment. In Fig. 2(right) an overview of measurements of from both TeVatron and LHC analyses is given. The current data set is still sparse and does not allow to determine a clear dependence on the centre-of-mass energy or the final states considered. Most analyses find a value for that is a significant factor below . This possibly suggests a “hot-spot” interpretation, where the existence of a first hard interaction increases the probability to find a second hard scatter. Interestingly the values of extracted from double quarkonia final states feature further reduced values, suggesting an enhanced correlation in these cases.

## 5 Production of jets and heavy-flavour jets

In the perturbative regime, the strong interaction of quarks and gluons leads to an abundant production of hadronic jets with high transverse momentum. The ATLAS and CMS collaborations have performed a series of measurements at energies of – [26, 27, 28, 29, 30]. Figure 3(left) shows an overview of a typical measurement of inclusive jet cross sections double-differentially in the transverse momentum and rapidity of the jet together with a QCD prediction at NLO accuracy, supplemented by corrections for electroweak and non-perturbative effects, where the latter include corrections of underlying event and hadronisation. Inclusive jet measurements have the potential to cover almost the full kinematic plane of accessible parton dynamics, as can be appreciated in Fig. 2(left). The data typically agrees with the QCD predictions to as shown in Fig. 3(right), which is truly remarkable given the wide kinematic range and many orders of magnitude in the cross section probed. The cross section at low is gigantic in comparison to the luminosity the LHC is able to deliver and measurements are typically performed using small data sets taken at low instantaneous luminosity.

The measurements at higher , where the effects of non-perturbative corrections are progressively less important, may provide information on the gluon PDF at larger and are routinely used in PDF fits. The recent completion of calculation of the NNLO corrections [31, 32] is a milestone to put the interpretation of the data on a more solid footing and promises a reduction of the theoretical uncertainties to a level less than the PDF and the measurement uncertainties. However, contrary to the common expectation, a significant uncertainty from scale variations remains at NNLO. In addition, the choice of the scale as either the leading jet or the individual jet has a significant impact on the visual agreement with the data, where the latter choice even leads to a worse agreement with the data than the NLO prediction. Both of these features can be appreciated in Fig. 4 in comparison to a recent measurement. Future studies of the theory calculation and definition of the experimental measurement may be able to resolve this issue in the interpretation of the data.

An interesting extension to inclusive hadronic jets are measurements of jets produced in the fragmentation of heavy quarks. The production of charm and beauty hadrons has been performed down to very low transverse momentum and in the forward region by the LHCb collaboration [33]. This data is sensitive to the gluon density at very low , a region not probed by any other collider data so far. However, the theoretical uncertainties on the NLO predictions are large, up to and the interpretation relies on the cancellation of these large uncertainties in suitably defined ratios [34, 35].

The LHC has moved the study of top-quark pair production through the strong interaction to a new level compared to the TeVatron, where the top-quark was discovered and many studies were pioneered. The remainder of this chapter will not be able to do justice to this active field, but just give a glimpse of the more recent results. Predictions for top-quark pair production are available up to NNLO QCD differentially in the stable top-quark kinematics [36] and these are generally seen to describe the data well, as shown in Figure 5(left) for a recent measurement differential in the -system mass. The measurement of the top-quark mass has reached a precision of about [37, 38]. At this level it is likely that measurements of the “MC mass” differ from the (theoretically desired) “pole mass” for example due to non-perturbative and colour-reconnection effects. Methods exploiting the total [39] or differential cross-section measurements [40] are better controlled with respect to non-perturbative effects and have recently reached uncertainties of well below as shown in Figure 5(right), typically limited by the uncertainties on the PDFs and missing higher-order corrections.

Finally, the production of jets may be used to probe the strong coupling , which is obviously “a crucial ingredient of perturbative QCD” [42] and in fact the least-well known of the fundamental couplings with a precision of about at a scale of the -boson mass. Unfortunately it is not possible to extract from LHC jet measurements with competitive precision. Instead, the data may be used to probe at very large scales of up to [27]. Determinations from the cross section have been shown to reach an improved precision compared to inclusive jets [43, 44]. The uncertainty in is important for several LHC predictions, such as Higgs-boson production. The size of the uncertainty in is a topic of debate and Guido Altarelli certainly had an opinion on this issue, advocating caution to the estimates of theory uncertainties [42].

## 6 Di-lepton production in the Drell–Yan Process

Di-lepton production in hadron collisions through the Drell–Yan (DY) process [16] has played a fundamental role in establishing the SM. It is here considered to include both the neutral current as well as the charged current reactions. Of critical importance was the discovery of the heavy intermediate vector bosons and by the UA1 and UA2 experiments [45, 46, 47, 48] in DY reactions. Beyond these discoveries, the DY process was a test-bed to develop the procedure to systematically calculate and improve cross sections in hadron-collisions through the factorization theorem and an expansion in orders of . In fact, this process remains one of the few examples in hadron–hadron collisions, where factorization has been rigorously proven to hold [49, 50].

Each major step forward in the theory calculation typically took a decade. The first step beyond the initial leading order calculation came through major contributions of the “Rome group” with Guido Altarelli [51], who completed “one of the first calculations of NLO corrections in QCD” in 1978/79 [52, 15, 53, 54]. A critical part was to treat the PDFs and their evolution in a consistent way in DIS and DY reactions. The NLO corrections “turned out to be surprisingly large” [51], necessitating calculations beyond NLO. The NNLO corrections were completed in the early 1990s [55, 56, 57] and the fully differential NNLO predictions became available until about 2010 [58, 59, 60, 61].

Figure 6 shows the number of citations of the original paper by Drell and Yan as a function of time. This reflects the initial interest in the process to establish the SM in the 1980s, as well as the more recent “resurrection” that is closely linked to new analyses of this process at the LHC. This renewed interest has diverse reasons, which includes the study of PDFs, precision measurements of SM parameters as the -boson mass and the effective weak mixing angle , and the background to searches beyond the SM as for example particle candidates for dark matter [62]. The measurements are facilitated by large samples of tens of millions of events reconstructed with small backgrounds and well-understood detector performance for the final-state leptons.

Measurements of differential cross sections and distributions for and production have been performed by the ATLAS, CMS and LHCb collaboration in collisions at – and as a function of many kinematic variables. The classical variables to constrain PDFs are the di-lepton rapidity and mass, and for and the lepton rapidity for production with some recent examples given by Refs. [63, 64, 65, 66, 67, 68]. Figure 7 shows two examples of such measurements compared to state-of-the-art cross-section calculations with different PDF sets. The measurements have reached an accuracy of a percent or better, which is below the uncertainties of a typical PDF set and often also below the uncertainty of the NNLO theory calculation. The fact that these precise and cross-section data generally agree with the predictions, is another testament to the success of our understanding of perturbative QCD.

Such data can now be included in PDF analyses based on either the HERA DIS data set [69] or global PDF fits [70, 71, 72, 73] to improve our knowledge on the proton structure in broadly speaking three areas. Firstly, the LHCb data gives unique information on PDFs at very low Bjorken or very large , a range where the information of the HERA data set is limited and information at high from fixed-target data may not be fully reliable. Second, as illustrated in Figure 8(left), data on -boson production helps to improve the information on low and intermediate valence quarks distributions. Finally, production at the LHC at central rapidity has a significant contribution from strange quarks, which are only constrained from charm production in neutrino–nucleon DIS on heavy targets at somewhat larger . As demonstrated in Figure 8(right), the LHC data has here a unique impact and strongly hints at a larger strange-quark density than previously inferred from the neutrino data.

Another key variable is the transverse momentum of the boson, which poses an interesting theoretical challenge and has implications for many studies at the LHC. The distribution is more easily measured in the neutral current process as the di-lepton , see e.g. Refs. [77, 78, 79]. The spectrum can be roughly separated into two regimes at a transverse momentum of above and below half the boson mass. The higher- region may be described by a fixed-order calculation, while an all-order resummation calculation is required to describe the lower- domain that is dominated by multiple soft-gluon emission and possibly also influenced by non-perturbative effects. Figure 9 shows the high part of a measurement differential in both the di-lepton transverse momentum and mass compared to a very recent NNLO fixed-order calculation for the process at order [80, 81]. The correction to the calculation is seen to be significant, although within the uncertainty estimate in the range . In parts of the phase space, especially near the -boson resonance, the data is more precise even than the prediction. There remains a tension between the data and the prediction that may be related to the PDFs and can possibly be improved by including the data in a PDF analysis as discussed in Ref. [82].

The large data sets of and can be used for precision measurements of the effective weak mixing angle and the -boson mass, respectively. These measurements are interesting to pin down the fit of precision electroweak observables [84, 85] and search indirectly for deviations from the SM [86]. The measurement exploits the change of the “Forward-Backward Asymmetry” in the process in the vicinity of the resonance. The -boson mass can be extracted through minuscule changes in the shapes of kinematic variables such as the lepton in events.

These electroweak measurements require an extreme experimental precision, for example the lepton momentum calibration has to be understood to the level. Even more critical is the control of uncertainties related to the modelling of the sensitive distributions with respect to QCD effects related to PDFs, heavy-flavour initiated processes and the transverse-momentum spectrum of the bosons. The LHC environment poses such a challenge, that Guido Altarelli as many of his peers was skeptical about the feasibility of such an enterprise, stating that “… anyone [who] wants to measure the mass at the LHC with high precision, better he commits suicide …” [87].

The achievements of the first competitive measurements of the -boson mass [88] and [89] in spite of the major effort are therefore all the more remarkable. Figure 10(left) gives an overview of from colliders, the TeVatron and the LHC. The most recent CMS measurement with the data set reaches a precision similar to the TeVatron experiments and “just” a factor two worse than the LEP and SLD results. In Figure 10(right) an overview of measurements of the -boson mass is shown including the recent ATLAS determination using the data set, which has reached the same uncertainty as the previously best measurement by CDF.

## 7 Multiboson production and electroweak processes

In addition to the study of the simpler and abundant processes, the
LHC allows also the measurements of rarer and more complex final
states. In this section we will discuss processes that go beyond the
leading order in the electroweak couplings, where either two or three
bosons are produced or two of these bosons “fuse”
(vector boson fusion, VBF) or “scatter” (vector boson scattering,
VBS). The diagrams involved contain vertices sensitive to the triple
and quartic couplings of the electroweak bosons, which are non-trivial
in the SM due to the non-Abelian structure,
which is “unbroken in the interaction vertices, … [but] is instead
badly broken in the masses” [1] by the Higgs
mechanism. In the SM the interplay of various diagrams, such as those
containing and vertices, guarantees a result that
does not violate unitarity. Another well-known example is the
scattering of longitudinally polarized massive vector bosons,
e.g. , where unitarity is violated already at about
without the contribution from the Higgs
boson [90, 91, 92]. Any deviation
from the SM predictions would imply physics with new forces or
particles. ^{2}^{2}2Similarly, it is interesting to study the
electroweak properties of the top-quark, which may have a special
role in the process of electroweak symmetry breaking due to its
large mass. Such studies can be performed e.g. through electroweak
production of single top-quarks or the production of top-quarks in
association with electroweak bosons or , but a
detailed discussion is beyond the scope of this section.

In Figure 11(left) an overview of measurements of di-boson cross sections is given. All possible combinations of processes have been measured, with the majority of measurements considering the decays with (charged) leptons of the massive or bosons. The precision has reached a remarkable level of about for several of the combinations. An interesting feature, visible even on this coarse overview, are the large differences between the theory calculations at NLO and NNLO QCD, where the NNLO predictions are in much better agreement with the data. Such features were noticed already in the early analyses of the [93], and later explained by large NNLO corrections [94]. A similar feature is also noticeable in the final state [95], which shares with the process the feature of a “radiation-zero” suppressed LO prediction with large higher-order QCD corrections.

For neutral combinations such as , and , the higher-order QCD corrections have also been found to be large, mainly because of the gluon-initiated contribution through a box diagram, which appear first as part of the NNLO () calculation and receive large corrections [96]. The final state with four charged leptons, (), is particularly instructive, as the excellent lepton identification capabilities of the LHC detectors allow a full reconstruction without significant backgrounds in an wide range of four-lepton invariant masses from about – [97, 98], although the rate is low because of the small branching of the boson to two charged leptons. As illustrated in Figure 11(right), this distribution contains a host of interesting features: a resonance at the mass of the boson from the radiative decay , a resonance at the mass of the Higgs boson from its golden decay , a threshold at twice the boson mass for the production of two on-shell bosons, and finally a negative interference of gluon-induced -production diagrams with and without the Higgs boson, important especially above , which is also sensitive to the width of the Higgs boson [99].

In contrast to the measurements of di-boson final states, which is entering the precision phase, the searches for tri-boson processes will require more luminosity, with the exception of the and final states, for which evidence and observations have been reported, respectively [100, 101, 102].

The electroweak production of one or two electroweak bosons in the VBF and VBS processes, respectively, tests the self-interactions of three or four electroweak bosons. Experimentally these are challenging to measure due to small cross sections and large backgrounds from processes mediated by the strong interaction, which are typically separated from the signal through “tagging” the signature by a rapidity gap and a high-mass dijet system [103] as illustrated for the case of electroweak production in Figure 12(left). An overview of the status of the field is shown in Figure 12(right). At this point in time, the electroweak production of and bosons has been observed with high significance and studied in detail [104, 105, 106, 107, 108]. For VBS processes, most analyses have not yet reached the observation stage. A significant exception is the VBS production of same-sign , the golden VBS process due to low strong-interaction backgrounds, where recently an observation could be reported [109].

## 8 Status of the studies of the Higgs boson

The Higgs boson was the last part of the Standard Model to be discovered. Until then, the existence of the Higgs sector was seen as “a mere conjecture” by many, including Guido Altarelli [1]. Thanks to the well-working LHC and its experiments, the discovery of “a” Higgs boson with a mass near could be announced already in July 2012, delivering on the promise that “the LHC [was] designed to solve the Higgs problem” [1]. Since then, the properties have been studied further using the data collected in Run 1 and now anew using the Run 2 data. Already the Run 1 data allowed a precise measurement of the mass to [110], fixing the last free parameter of the SM. Also the rates for the main production and decay rates could be confirmed to be as predicted by the SM within a typical experimental precision of –. The overall agreement of Higgs production and decay with the SM expectation may be summarised with the signal strength of [111], well compatible with the SM expectation of . The quantum numbers were confirmed to be [112, 113] with high probability. As shown Figure 13(left), the Run 1 data established a reasonable agreement with the expectation, that the masses of fermions and bosons are indeed given by Yukawa couplings proportional to the particle masses, although also here the experimental precision was typically just a few .

As commented by Guido Altarelli, the good agreement of the measurements with the minimal version of the SM and the Englert-Brout-Higgs mechanism and at the same time an absence of other evidence for physics beyond the Standard Model, poses new theoretical challenges, as the Higgs boson is “simple yet so unnatural” [5]. One of the paths to elucidate the mechanism of electroweak symmetry breaking further are precision measurements of the properties of the Higgs boson. With the availability of the Run 2 data, Higgs measurements have entered now a new phase. Exploiting the rarer but well-reconstructed decays and of just one experiment, the total production cross section is already now measured at a precision of about as shown in Figure 13(right), which is similar to the full Run 1 combination of all ATLAS and CMS data. Very recently, ATLAS and CMS have been able to report evidence for the decay [115, 116] and for Higgs-boson production in association with top-quark pairs [117, 118]. At this stage the results are compatible with the SM predictions with a precision of . These analyses are very complex and make use of the full abilities of the detectors, as well as mondern simulation and analysis techniques to control the large backgrounds.

In addition to more data, the precise measurements of Higgs-boson properties depend critically on a further improved understanding of the QCD aspects, both for the signal and background processes. A recent highlight was the completion of the NLO calculation for the dominant gluon-fusion process [119]. While this significantly reduces the theoretical uncertainty in this particular calculation, uncertainties from the gluon PDF, the strong coupling , as well as the missing NLO corrections to the PDF evolution and DIS, DY and other relevant cross sections will be a challenge for the next years.

## 9 Conclusion

Since the year 2010 the LHC and the large experimental collaborations have successfully delivered a detailed picture of the fundamental constituents of matter and interactions at the electroweak scale and beyond into the TeV range. As promised, the LHC solved the “Higgs problem”: the last missing piece of the Standard Model was discovered and the work is ongoing to measure the properties of the newly discovered particle. The Standard Model as we know it today is often discussed as something that is “unnatural”, just a “low energy effective theory” and that “just describes 5% of the energy content of the universe”, yet it is “excessively” successful. Guido Altarelli was hopeful that there could be a fundamental break-through out of this “puzzling situation”. Meanwhile we should also celebrate the achievements of the SM which was built in decades of systematic work of theorists and experimentalists and which is able to describe the diverse LHC data.

The work ahead for the LHC community is certainly a challenge, but also full of exciting possibilities. The abundant and rich data provided by the LHC collisions can and will be analyzed in diverse ways to deepen our understanding of the strong and electroweak interactions. In many measurements and searches we enter the “precision regime” as we accumulate large data sets and continue to improve the understanding of our detectors. The methodology to understand the proton structure and calculate predictions in QCD have advanced to reach the percent level, which is truly remarkable given the inherent complexity.

Guido Altarelli was often skeptical what concerned the theoretical accuracy of QCD predictions which we experimentalists rely on so critically and which we love to challenge. It would be interesting to learn Guido’s reaction to achievements such as the first measurement of the boson mass at the LHC, which indeed requires a control of many QCD effects at unprecedented level and skepticism is in order. It is vital that we stay alert to the limitations of the theory.

## Acknowledgements

I would like to thank Stefano Forte, Aharon Levy and Giovanni Ridolfi for taking the initiative for this book in memory and honour of Guido Altarelli, for inviting me to contribute, as well as for giving valuable feedback on the text.

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