Measurement of the production cross section of four top quarks in proton-proton collisions at 13 TeV

The field of particle physics involves not only searches for new particles and measurements of their interactions, but also the design and construction of advanced particle detectors. This thesis presents the measurement of the production cross section of four top quarks in proton-proton collisions at a center-of-mass energy of 13 TeV using 137 fb$^{-1}$ of integrated luminosity recorded by the CMS experiment at the LHC. This analysis considers events in the final state of a same-sign pair of leptons, notable for being a final state with relatively few Standard Model background events. A boosted decision tree is utilized to discriminate four top quark events from background events. The four top quark production cross section is measured to be $12.6^{+5.8}_{-5.2}$ fb, consistent with the Standard Model prediction. This measurement is used to constrain the top quark\u27s Yukawa coupling as well as various theories beyond the Standard Model. This thesis also describes the construction and testing of silicon pixel detector modules used in the Phase I upgrade of the CMS pixel detector, and optimization of electron reconstruction methods using the new detector. The role of automated module assembly and quality assurance will be discussed, as well as work towards the construction of a high precision silicon strip detector based telescope. Adviser: Professor Frank Gol

Measurement of the production cross section of four top quarks in proton-proton collisions at 13 TeV

The field of particle physics involves not only searches for new particles and measurements of their interactions, but also the design and construction of advanced particle detectors. This thesis presents the measurement of the production cross section of four top quarks in proton-proton collisions at a center-of-mass energy of 13 TeV using 137 fb$^{-1}$ of integrated luminosity recorded by the CMS experiment at the LHC. This analysis considers events in the final state of a same-sign pair of leptons, notable for being a final state with relatively few Standard Model background events. A boosted decision tree is utilized to discriminate four top quark events from background events. The four top quark production cross section is measured to be $12.6^{+5.8}_{-5.2}$ fb, consistent with the Standard Model prediction. This measurement is used to constrain the top quark\u27s Yukawa coupling as well as various theories beyond the Standard Model. This thesis also describes the construction and testing of silicon pixel detector modules used in the Phase I upgrade of the CMS pixel detector, and optimization of electron reconstruction methods using the new detector. The role of automated module assembly and quality assurance will be discussed, as well as work towards the construction of a high precision silicon strip detector based telescope. Adviser: Professor Frank Gol

Development of anFPGA-based Data Reduction System for the Belle II DEPFET Pixel Detector

The innermost two layers of the Belle II detector at the KEKB collider in Tsukuba, Japan will be covered by highly granular DEPFET pixel sensors. The large number of pixels lead to a maximum data rate of 256 Gbps, which has to be significantly reduced by the Data Acquisition System. For data reduction, the hit information of the silicon-strip vertex detector surrounding the pixel detector is used to define so-called Regions of Interest (ROI) in the pixel detector. Only hit information of the pixels located inside these ROIs are saved. The ROIs for the pixel detector are computed by reconstructing track segments from strip data and extrapolation to the pixel detector. The goal is to achieve a reduction factor of up to 10 with this ROI selection. All the necessary processing stages, the receiving, decoding and multiplexing of SVD data on 48 optical fibers, the track reconstruction and the definition of the ROIs, will be performed by the DATCON system, developed in the scope of this thesis. The planned hardware design is based on a distributed set of Advanced Mezzanine Cards (AMC), each equipped with a Field Programmable Gate Array (FPGA) and four optical transceivers. An algorithm is developed based on a Hough Transformation, a commonly used pattern recognition method in image processing to identify the track segments in the strip detector and calculation of the track parameters. Using simulations, the performance of the developed algorithms are evaluated. For use in the DATCON system the Hough track reconstruction is implemented on FPGAs. Several tests of the modules required to create the ROIs are performed in a simulation environment and tested on the AMC hardware. After a line of successful tests, the DATCON prototype was used in two test beam campaigns to verify the concept and practice the integration with the other detector systems. The developed track reconstruction algorithm shows a high reconstruction efficiency down to low track momenta. A higher data reduction than originally intended was achieved within the limits of the available processing time. The FPGA track reconstruction algorithm is found to be even three times faster than demanded by the trigger rate of the experiment. The used concepts and developed algorithms are not specifically designed for the Belle II vertex detector only, but can be used in different experiments. It was successfully tested on the low-level trigger for Belle II, using drift chamber information and showed a comparably good track reconstruction performance

Design and test of readout electronics for medical and astrophysics applications

The applied particle physics has a strong R&D tradition aimed at rising the instrumentation performances to achieve relevant results for the scientific community. The know-how achieved in developing particle detectors can be applied to apparently divergent fields like hadrontherapy and cosmic ray detection. A proof of this fact is presented in this doctoral thesis, where the results coming from three different projects are discussed in likewise macro-chapters. A brief introduction (Chapter 1) reports the basic features characterizing a typical particle detector system. This section is developed following the data transmission path: from the sensor, the data moves through the front-end electronics for being readout and collected, ready for the data manipulation. After this general section, the thesis describes the results achieved in two projects developed by the collaboration between the medical physics group of the University of Turin and the Turin section of the Italian Nuclear Institute for Nuclear Physics. Chapter 2 focuses on the TERA09 project. TERA09 is a 64 channels customized chip that has been realized to equip the front-end readout electronics for the new generation of beam monitor chambers for particle therapy applications. In this field, the trend in the accelerators development is moving toward compact solutions providing high-intensity pulsed-beams. However, such a high intensity will saturate the present readout electronics. In order to overcome this critical issue, the TERA09 chip is able to cope with the expected maximum intensity while keeping high resolution by working on a wide conversion-linearity zone which extends from hundreds of pA to hundreds of μA. The chip gain spread is in the order of 1-3% (r.m.s.), with a 200 fC charge resolution. The thesis author took part in the chip design and fully characterized the device. The same group is currently working on behalf of the MoVeIT collaboration for the development of a new silicon strip detector prototype for particle therapy applications. Chapter 3 presents the technical aspects of this project, focusing on the author’s contribution: the front-end electronics design. The sensor adopted for the MoVeIT project is based on 50 μm thin sensors with internal gain, aiming to detect the single beam particle thus counting their number up to 109 cm2/s fluxes, with a pileup probability < 1%. A similar approach would lead to a drastic step forward if compared to the classical and widely used monitoring system based on gas ionization chambers. For what concerns the front-end electronics, the group strategy has been to design two prototypes of custom front-end: one based on a transimpedance preamplifier with a resistive feedback and the other one based on a charge sensitive amplifier. The challenging tasks for the electronics are represented by the charge and dynamic range which are respectively the 3 - 150 fC and the hundreds of MHz instantaneous rate (100 MHz as the milestone, up to 250 MHz ideally). Chapter 4 is a report on the trigger logic development for the Mini-EUSO detector. Mini-EUSO is a telescope designed by the JEM-EUSO Collaboration to map the Earth in the UV range from the vantage point of the International Space Station (ISS), in low Earth orbit. This approach will lay the groundwork for the detection of Extreme Energy Cosmic Rays (EECRs) from space. Due to its 2.5 μs time resolution, Mini-EUSO is capable of detecting a wide range of UV phenomena in the Earth’s atmosphere. In order to maximize the scientific return of the mission, it is necessary to implement a multi-level trigger logic for data selection over different timescales. This logic is key to the success of the mission and thus must be thoroughly tested and carefully integrated into the data processing system prior to the launch. The author took part in the trigger integration in hardware, laboratory trigger tests and also developed the firmware of the trigger ancillary blocks. Chapter 5 closes this doctoral thesis, with a dedicated summary part for each of the three macro-chapters

Development of depleted monolithic active pixel sensors for high rate and high radiation experiments at HL-LHC

Depleted monolithic active pixel sensors (DMAPS) are developed to demonstrate their suitability for high energy particle physics experiments in high radiation and high hit-rate environments. In this thesis, characterization of DMAPS prototypes in the large fill factor design using highly resistive wafers has been performed. Three prototypes, including a large-scale and fully-monolithic prototype, were fabricated using 150 nm CMOS technology on highly resistive (>2 kΩcm) wafers. The results of the characterization indicate that the DMAPS has capabilities to fulfill the requirements for the outer layers of the ATLAS ITk Pixel Detector. DMAPS prototypes coupled with an additional readout chip are also tested for future applications

Analog Readout for the ATLAS Semiconductor Tracker

The context of the work, described in this document, is the development of electroniccomponents for future high-energy physics experiments.The first part deals with design and evaluation of an electronic device for reading and processingthe signals, created by charged elementary particles in solid state detectors. This device has to workwithin an experimental environment, which imposes very rigorous requirements in terms of signalprocessing speed, noise performance, power dissipation, radiation hardness and size as well as interms of system complexity. These constraints force its realization as a VLSI integrated circuit. Anemphasis is put on the major problem, which occurs when dealing with extremely small signals, as theones produced by a semiconductor detector..

Implementation and Characterisation of Monolithic CMOS Pixel Sensors for the CLIC Vertex and Tracking Detectors

Different CMOS technologies are being considered for the vertex and tracking layers of the detector at the proposed high-energy e$^{+}$e$^{−}$ Compact Linear Collider (CLIC). CMOS processes have been proven to be suitable for building high granularity, large area detector systems with low material budget and low power consumption. An effort is put on implementing detectors capable of performing precise timing measurements. Two Application-Specific Integrated Circuits (ASICs) for particle detection have been developed in the framework of this thesis, following the specifications of the CLIC vertex and tracking detectors. The process choice was based on a study of the features of each of the different available technologies and an evaluation of their suitability for each application. The CLICpix Capacitively Coupled Pixel Detector (C3PD) is a pixelated detector chip designed to be used in capacitively coupled assemblies with the CLICpix2 readout chip, in the framework of the vertex detector at CLIC. The chip comprises a matrix of 128×128 square pixels with 25 µm pitch. A commercial 180 nm High-Voltage (HV) CMOS process was used for the C3PD design. The charge is collected with a large deep N-well, while each pixel includes a preamplifier placed on top of the collecting electrode. The C3PD chip was produced on wafers with different values for the substrate resistivity (∼ 20, 80, 200 and 1000 Ωcm) and has been extensively tested through laboratory measurements and beam tests. The design details and characterisation results of the C3PD chip will be presented. The CLIC Tracker Detector (CLICTD) is a novel monolithic detector chip developed in the context of the silicon tracker at CLIC. The CLICTD chip combines high density, mixed mode circuits on the same substrate, while it performs a fast time-tagging measurement with 10 ns time bins. The chip is produced in a 180 nm CMOS imaging process with a High-Resistivity (HR) epitaxial layer. A matrix of 16×128 detecting cells, each measuring 300 × 30 µm$^{2}$ , is included. A small N-well is used to collect the charge generated in the sensor volume, while an additional deep N-type implant is used to fully deplete the epitaxial layer. Using a process split, additional wafers are produced with a segmented deep N-type implant, a modification that has been simulated to result in a faster charge collection time. Each detecting cell is segmented into eight front-ends to ensure prompt charge collection in the sensor diodes. A simultaneous 8-bit timing and 5-bit energy measurement is performed in each detecting cell. A detailed description of the CLICTD design will be given, followed by the first measurement results