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Christopher Madrid

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DOI: 10.1088/1748-0221/17/05/p05001
2022
Cited 12 times
Characterization of BNL and HPK AC-LGAD sensors with a 120 GeV proton beam
Abstract We present measurements of AC-LGADs performed at the Fermilab's test beam facility using 120 GeV protons. We studied the performance of various strip and pad AC-LGAD sensors that were produced by BNL and HPK. The measurements are performed with our upgraded test beam setup that utilizes a high precision telescope tracker, and a simultaneous readout of up to 7 channels per sensor, which allows detailed studies of signal sharing characteristics. These measurements allow us to assess the differences in designs between different manufacturers, and optimize them based on experimental performance. We then study several reconstruction algorithms to optimize position and time resolutions that utilize the signal sharing properties of each sensor. We present a world's first demonstration of silicon sensors in a test beam that simultaneously achieve better than 6–10 μm position and 30 ps time resolution. This represents a substantial improvement to the spatial resolution than would be obtained with binary readout of sensors with similar pitch.
DOI: 10.1016/j.nima.2022.167541
2023
Cited 3 times
Investigation of signal characteristics and charge sharing in AC-LGADs with laser and test beam measurements
AC-LGADs, also referred to as resistive silicon detectors, are a recent development of low-gain avalanche detectors (LGADs), based on a sensor design where the multiplication layer and n+ contact are continuous, and only the metal layer is patterned. In AC-LGADs, the signal is capacitively coupled from the continuous, resistive n+ layer over a dielectric to the metal electrodes. Therefore, the spatial resolution is not only influenced by the electrode pitch, but also the relative size of the metal electrodes. Signal propagation between the metallized areas and charge sharing between electrodes plays a larger role in these detectors than in conventional silicon sensors read out in DC mode. AC-LGADs from two manufacturers were studied in beam tests and with infrared laser scans. The impact of n+ layer resistivity and metal electrode pitch on the charge sharing and achievable position resolution is shown. For strips with 100 μm pitch, a resolution of ¡ 5 μm can be reached. The charge sharing between neighboring strips is investigated in more detail, indicating the induction of signal charge and subsequent re-sharing over the n+ layer. Furthermore, an approach to identify signal sharing over large distances is presented.
DOI: 10.1088/1748-0221/18/06/p06013
2023
Cited 3 times
First survey of centimeter-scale AC-LGAD strip sensors with a 120 GeV proton beam
Abstract We present the first beam test results with centimeter-scale AC-LGAD strip sensors, using the Fermilab Test Beam Facility and sensors manufactured by the Brookhaven National Laboratory. Sensors of this type are envisioned for applications that require large-area precision 4D tracking coverage with economical channel counts, including timing layers for the Electron Ion Collider (EIC), and space-based particle experiments. A survey of sensor designs is presented, with the aim of optimizing the electrode geometry for spatial resolution and timing performance. Several design considerations are discussed towards maintaining desirable signal characteristics with increasingly larger electrodes. The resolutions obtained with several prototypes are presented, reaching simultaneous 18 μm and 32 ps resolutions from strips of 1 cm length and 500 μm pitch. With only slight modifications, these sensors would be ideal candidates for a 4D timing layer at the EIC.
DOI: 10.1088/1748-0221/19/01/c01028
2024
Machine learning for precise hit position reconstruction in Resistive Silicon Detectors
Abstract RSDs are LGAD silicon sensors with 100% fill factor, based on the principle of AC-coupled resistive read-out. Signal sharing and internal charge multiplication are the RSD key features to achieve picosecond-level time resolution and micron-level spatial resolution, thus making these sensors promising candidates as 4D-trackers for future experiments. This paper describes the use of a neural network to reconstruct the hit position of ionizing particles, an approach that can boost the performance of the RSD with respect to analytical models. The neural network has been trained in the laboratory and then validated on test beam data. The device-under-test in this work is a 450 μm-pitch matrix from the FBK RSD2 production, which achieved a resolution of about 65 μm at the DESY Test Beam Facility, a 50% improvement compared to a simple analytical reconstruction method, and a factor two better than the resolution of a standard pixel sensor of equal pitch size with binary read-out. The test beam result is compatible with the laboratory ones obtained during the neural network training, confirming the ability of the machine learning model to provide accurate predictions even in environments very different from the training one. Prospects for future improvements are also discussed.
DOI: 10.1016/j.nima.2023.168655
2023
Design and performance of the Fermilab Constant Fraction Discriminator ASIC
We present the design and performance characterization results of the novel Fermilab Constant Fraction Discriminator ASIC (FCFD) developed to readout low gain avalanche detector (LGAD) signals by directly using a constant fraction discriminator (CFD) to measure signal arrival time. Silicon detectors with time resolutions less than 30 ps will play a critical role in future collider experiments, and LGADs have been demonstrated to provide the required time resolution and radiation tolerance for many such applications. The FCFD has a specially designed discriminator that is robust against amplitude variations of the signal from the LGAD that normally requires an additional correction step when using a traditional leading edge discriminator. The application of the CFD directly in the ASIC promises to be more reliable and reduces the complication of evolving time-walk corrections throughout the operational lifetime of the detector system. We will present a summary of the measured performance of the FCFD for input signals generated by internal charge injection, LGAD signals from an infrared laser, and LGAD signals from minimum-ionizing particles. The mean time response for LGAD signals with charge ranging between 5 and 26 fC has been measured to vary no more than 10 ps, orders of magnitude more stable than an uncorrected leading edge discriminator based measurement, and effectively removes the need for any additional time-walk correction. The measured contribution to the time resolution from the FCFD ASIC is found to be 10 ps for signals with charge above 20 fC.
DOI: 10.1088/1748-0221/16/07/p07023
2021
Cited 4 times
Test beam characterization of sensor prototypes for the CMS Barrel MIP Timing Detector
The MIP Timing Detector will provide additional timing capabilities for detection of minimum ionizing particles (MIPs) at CMS during the High Luminosity LHC era, improving event reconstruction and pileup rejection. The central portion of the detector, the Barrel Timing Layer (BTL), will be instrumented with LYSO:Ce crystals and Silicon Photomultipliers (SiPMs) providing a time resolution of about 30 ps at the beginning of operation, and degrading to 50-60 ps at the end of the detector lifetime as a result of radiation damage. In this work, we present the results obtained using a 120 GeV proton beam at the Fermilab Test Beam Facility to measure the time resolution of unirradiated sensors. A proof-of-concept of the sensor layout proposed for the barrel region of the MTD, consisting of elongated crystal bars with dimensions of about 3 x 3 x 57 mm$^3$ and with double-ended SiPM readout, is demonstrated. This design provides a robust time measurement independent of the impact point of the MIP along the crystal bar. We tested LYSO:Ce bars of different thickness (2, 3, 4 mm) with a geometry close to the reference design and coupled to SiPMs manufactured by Hamamatsu and Fondazione Bruno Kessler. The various aspects influencing the timing performance such as the crystal thickness, properties of the SiPMs (e.g. photon detection efficiency), and impact angle of the MIP are studied. A time resolution of about 28 ps is measured for MIPs crossing a 3 mm thick crystal bar, corresponding to an MPV energy deposition of 2.6 MeV, and of 22 ps for the 4.2 MeV MPV energy deposition expected in the BTL, matching the detector performance target for unirradiated devices.
DOI: 10.1021/acs.jpca.5b10997
2016
Cited 3 times
Mapped Grid Methods Applied to the Slow Variable Discretization–Enhanced Renormalized Numerov Approach
We introduce a hyperspherical coordinate mapping procedure to the slow variable discretization-enhanced renormalized Numerov method that allows for more accurate and cost-effective calculations of cold and ultracold atom-dimer scattering. The mapping procedure allows optimization of the numerical grid point spacing by adjusting to the shape of the interaction potential. We show results for elastic scattering in HeH2 and compare the results to previous MOLSCAT calculations by Forrey et al. [ Phys. Rev. A 1999, 59, 2146 ].
DOI: 10.2172/1969663
2023
Building and Testing the CMS Endcap MIP Timing Detector
environment developed for efficient characterization of prototype LGAD sensors at the Fermilab Test Beam Facility (FTBF), and the latest results for sensors produced by Fondazione Bruno Kessler (FBK) with a focus on characterization of radiation hardness and uniformity.
DOI: 10.2172/1974711
2023
Survey of AC-LGADs for future 4D trackers with a proton beam
We will present the first beam test results with centimeter-scale AC-LGAD strip sensors, using the Fermilab Test Beam Facility, and a study of the performance of AC-LGAD sensors as a function of their thickness. Sensors of this type are envisioned for applications that require large-area precision 4D tracking coverage with economical channel counts, including timing layers for the Electron Ion Collider (EIC), and space-based particle experiments. Long strip sensors with sparse readout offer better cost and performance for applications where channel count or electrical power density is a constraint. Thanks to the excellent signal to noise ratio in AC-LGADs, sparse readout can be exploited without significant degradation of spatial or time resolution, which is demonstrated in our studies. A survey of sensor designs is presented, with the aim of optimizing the electrode geometry for spatial resolution and timing performance. We will present our studies of the sensor geometry optimizatio n to maintain the desirable sensor performance characteristics with increasingly larger electrodes.
DOI: 10.48550/arxiv.2306.07387
2023
Design and performance of the Fermilab Constant Fraction Discriminator ASIC
We present the design and performance characterization results of the novel Fermilab Constant Fraction Discriminator ASIC (FCFD) developed to readout low gain avalanche detector (LGAD) signals by directly using a constant fraction discriminator (CFD) to measure signal arrival time. Silicon detectors with time resolutions less than 30 ps will play a critical role in future collider experiments, and LGADs have been demonstrated to provide the required time resolution and radiation tolerance for many such applications. The FCFD has a specially designed discriminator that is robust against amplitude variations of the signal from the LGAD that normally requires an additional correction step when using a traditional leading edge discriminator based measurement. The application of the CFD directly in the ASIC promises to be more reliable and reduces the complication of timing detectors during their operation. We will present a summary of the measured performance of the FCFD for input signals generated by internal charge injection, LGAD signals from an infrared laser, and LGAD signals from minimum-ionizing particles. The mean time response for a wide range of LGAD signal amplitudes has been measured to vary no more than 15 ps, orders of magnitude more stable than an uncorrected leading edge discriminator based measurement, and effectively removes the need for any additional time-walk correction. The measured contribution to the time resolution from the FCFD ASIC is also found to be 10 ps for signals with charge above 20 fC.
DOI: 10.2172/2007037
2023
First survey of centimeter-scale AC-LGAD strip sensors with a 120 GeV proton beam
We will present the first beam test results with centimeter-scale AC-LGAD strip sensors, using the Fermilab Test Beam Facility, and a study of the performance of AC-LGAD sensors as a function of their thickness. Sensors of this type are envisioned for applications that require large-area precision 4D tracking coverage with economical channel counts, including timing layers for the Electron Ion Collider (EIC), and space-based particle experiments. Long strip sensors with sparse readout offer better cost and performance for applications where channel count or electrical power density is a constraint. Thanks to the excellent signal to noise ratio in AC-LGADs, sparse readout can be exploited without significant degradation of spatial or time resolution, which is demonstrated in our studies. A survey of sensor designs is presented, with the aim of optimizing the electrode geometry for spatial resolution and timing performance. We will present our studies of the sensor geometry optimization to maintain the desirable sensor performance characteristics with increasingly larger electrodes.
DOI: 10.1109/nssmicrtsd49126.2023.10338105
2023
Developing 4D Tracking Technology Using Centimeter-Scale AC-LGAD Sensors and the FCFD ASIC
We present the results of studies aimed at developing 4D tracking technology for a wide range of physics experiments, including the Electron Ion Collider (EIC) and future Lepton Colliders. The studies focused on evaluating the performance of centimeter-scale AC-LGAD (AC-Low Gain Avalanche Detector) sensors and a new ASIC (Application-Specific Integrated Circuit) called the Fermilab Constant Fraction Discriminator (FCFD). For the AC-LGADs, we present the resolutions obtained with several prototypes, which reach simultaneous resolutions of 18 microns and 32 ps from strips of 1 cm length and 500 micron pitch. Regarding the FCFD, the mean time response for a wide range of signal amplitudes has been measured to be no more than 15 ps. This is orders of magnitude more precise than an uncorrected leading-edge discriminator-based measurement and effectively eliminates the need for a signal amplitude-based correction. Furthermore, the measured contribution to the time resolution from the FCFD ASIC is found to be 10 ps for signals with charges above 20 fC.
2015
Mapped grid methods for Numerov propagation
2022
Characterization of BNL and HPK AC-LGAD sensors with a 120 GeV proton beam
2022
First survey of centimeter-scale AC-LGAD strip sensors with a 120 GeV proton beam
We present the first beam test results with centimeter-scale AC-LGAD strip sensors, using the Fermilab Test Beam Facility and sensors manufactured by the Brookhaven National Laboratory. Sensors of this type are envisioned for applications that require large-area precision 4D tracking coverage with economical channel counts, including timing layers for the Electron Ion Collider (EIC), and space-based particle experiments. A survey of sensor designs is presented, with the aim of optimizing the electrode geometry for spatial resolution and timing performance. Several design considerations are discussed towards maintaining desirable signal characteristics with increasingly larger electrodes. The resolutions obtained with several prototypes are presented, reaching simultaneous 18 micron and 32 ps resolutions from strips of 1 cm length and 500 micron pitch. With only slight modifications, these sensors would be ideal candidates for a 4D timing layer at the EIC.
DOI: 10.1007/bf03354975
1991
Scientific Exhibition
Purpose: A number of patterns of chest involvement in AIDS-patients with PCP are shown.Differences between typical and atypical manifestations are presented.Several features in radiological evolution are noted.Methods: Radiological evolution of 25 patients with PCP was studied and plain PA and l films were reviewed.Films were taken at different moments during the disease: a) before admittance, b) at admittance, c) before treatment, d) during treatment, and e) after clinical improvement.Results: Interstitial reticular or reticulo-nodular infiltrates are the most frequent pattern found in our study.There is a wide variety of other patterns, known as atypical, which, although less frequent, may appear during this disease.Several films of typical and atypical cases are shown, including atypical features like lobar consolidation, cavitation, apical infiltrates mimicking TBC, pneumatoceles, pleural effusion, a,s.o.Conclusions: Recognizing the different patterns of chest involvement is of great importance in suggesting diagnosis of PCP, as well as in differentiating this entity from other infectious or non-infectious diseases in AI DS-patients.
2021
First Search for Pair Production of Scalar Top Quarks Decaying to Top Quarks and Light-Flavor Jets with Low Missing Transverse Momentum
1974
Monodimensional Fourier Analysis of Some Vermiculite-l-Ornithine* Complexes
From vermiculite saturated with l-ornithine cations, three crystalline phases with basal spacings of 20.3 A, 16.3 A, and 14.63 A were obtained, giving rational 001 X-ray reflections up to 2e values of 140. The structures have been determined by monodimensional Fourier syntheses normal to (001). The first two phases contain monovalent ornithine cations and water molecules in the interlayer space (ten and six water molecules per cation, respectively). The third phase is dehydrated, and contains divalent peptide cations of the diketopiperazine type. In the 20.3 A phase the interlayer material (Fig. 3) is arranged in three layers. Ornithine cations lie flat on the vermiculite surfaces, with the plane of the zig-zag chain perpendicular to the layer and with the -COO- and -NH*e groups directed toward the center of the structure, away from the silicate surface. None of the -NH+s groups are keyed into the ditrigonal cavities of the tetrahedral sheet, due probably to intermolecular association with neighboring -COO- groups. Five water molecules per each ornithine cation cover the silicate surface. The rest of the water forms a bimolecular layer at the center of the structure. Tho 16.3 A phase has the interlayer material (Fig. 2) arranged in two layers. Organic cations and water molecules are adsorbed on each surface with the same disposition as before, but the crystal has lost the intermediate water layer. The 14.63 A phase has the peptide cations arranged in one layer. The plane of tbe cyclic ring is inclined 60' to the vermiculite layers, with the )C r= O groups at the center of tbe structure and the >N-H groups each directed to one surface. Both lateral chains are on planes normal to the layers, resulting from a 50' rotation around the )CH-CHz- bonds.