Data readout - PowerPoint PPT Presentation


Improving Qubit Readout with Autoencoders in Quantum Science Workshop

Dispersive qubit readout, standard models, and the use of autoencoders for improving qubit readout in quantum science are discussed in the workshop led by Piero Luchi. The workshop covers topics such as qubit-cavity systems, dispersive regime equations, and the classification of qubit states through

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Understanding FELIX Phase II Run 4 and Versal Prime ACAP Device

Explore the advancements in FELIX Phase II Run 4, leveraging Xilinx Versal Prime ACAP Device, showcased at the 3rd CERN System-on-Chip Workshop. Witness massive improvements in trigger rates, data readout rates, and interactions per bunch crossing. Dive into the hardware details and Versal Prime's c

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SMuRF: SLAC Microresonator RF Readout

SMuRF group at SLAC developed a cutting-edge RF readout system for cryogenic micro-resonators used in research. The system features cold resonators tuned with TES current and a flux ramp to eliminate 1/f noise. Key technical challenges include noise, linearity, wide bandwidth, and computation power.

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Revolutionizing with NLP Based Data Pipeline Tool

The integration of NLP into data pipelines represents a paradigm shift in data engineering, offering companies a powerful tool to reinvent their data workflows and unlock the full potential of their data. By automating data processing tasks, handling diverse data sources, and fostering a data-driven

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Revolutionizing with NLP Based Data Pipeline Tool

The integration of NLP into data pipelines represents a paradigm shift in data engineering, offering companies a powerful tool to reinvent their data workflows and unlock the full potential of their data. By automating data processing tasks, handling diverse data sources, and fostering a data-driven

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Ask On Data for Efficient Data Wrangling in Data Engineering

In today's data-driven world, organizations rely on robust data engineering pipelines to collect, process, and analyze vast amounts of data efficiently. At the heart of these pipelines lies data wrangling, a critical process that involves cleaning, transforming, and preparing raw data for analysis.

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Data Wrangling like Ask On Data Provides Accurate and Reliable Business Intelligence

In current data world, businesses thrive on their ability to harness and interpret vast amounts of data. This data, however, often comes in raw, unstructured forms, riddled with inconsistencies and errors. To transform this chaotic data into meaningful insights, organizations need robust data wrangl

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Understanding Data Governance and Data Analytics in Information Management

Data Governance and Data Analytics play crucial roles in transforming data into knowledge and insights for generating positive impacts on various operational systems. They help bring together disparate datasets to glean valuable insights and wisdom to drive informed decision-making. Managing data ma

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Particle Readout System Overview

This presentation covers the Particle Readout System for events happening on August 18, 2024, detailing the system requirements, detectors involved such as the Time Projection Chamber (TPC) and Forward Tracker (FT), monitoring devices like Beam Position Monitors (BPM), as well as the Forward Tracker

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Understanding DAQ Trigger Issues in SoLID Experiment

Explore DAQ trigger challenges faced in the SoLID experiment through examples, including trigger goals, data readout specifics, and experiment setups. Learn about managing high luminosity, reducing data rates, improving signal quality, and handling bottleneck issues for effective data acquisition. D

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Inexpensive Digital Azimuth Readout Challenge by Paul Wade W1GHZ

This challenge calls for creating an inexpensive digital remote readout for azimuth, particularly useful in EME and microwaves. The project involves expertise with microprocessors like PIC, Arduino, Raspberry Pi, etc. The goal is to develop a functional system, share the plans, and the parts expense

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Advancements in Pixel Readout R&D for Large Liquid Argon Time-Projection Chambers

Explore the latest developments in pixel readout research and development for large liquid argon time-projection chambers (LArTPCs) presented by Dan Dwyer at the CYGNUS Collaboration Meeting. Learn about signal characteristics, wire signal ambiguity, challenges in true 3D readout, and the innovative

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Understanding Data Collection and Analysis for Businesses

Explore the impact and role of data utilization in organizations through the investigation of data collection methods, data quality, decision-making processes, reliability of collection methods, factors affecting data quality, and privacy considerations. Two scenarios are presented: data collection

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Advancements in PET Readout Technology: PETAT1 Time-Sorting Readout ASIC

Cutting-edge PET readout systems now utilize specialized ASICs for data acquisition from SiPMs, eliminating the need for FPGAs and reducing complexity, space requirements, and power consumption. The PETAT1 ASIC, developed by P. Fischer and team at Heidelberg University, enables time-ordered hit data

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Advanced Technologies for Particle Detection and Monitoring

Cutting-edge technology such as HVCMOS RD50-CMOS project along with CaRIBOu and Xilinx ZC706 evaluation board are being employed for precise measurements in E-TCT with passive and active pixel detectors. The development of Radiation Monitor Sensor Boards for ITk, involving sensors like RadFETs and d

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Concept for ALICE Upgrade: Gating Grid by Howard Wieman

The Technical Design Report outlines a plan to use GEM detectors for the TPC readout in ALICE upgrade, addressing issues with positive ion back flow. A modified gating grid design is proposed to block 100% of the back flow while maintaining data rate. The concept involves specific parameters and ope

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Nanoparticle-Enhanced Readout for Crystal Calorimetry: BaF2 Scintillation Detection

Nanoparticles with specific absorption and emission properties are explored to enhance the readout process for BaF2 crystal calorimetry, focusing on detecting the fast 220nm UV component. The goal is to achieve a large Stokes shift to the visible wavelength range for efficient detection, while minim

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Intensive Study on CsI Crystal Readout by Hamamatsu MPPC

This study presents detailed analysis of a 3x3x18 cm³ CsI crystal readout using a Hamamatsu large area MPPC. Various tests were conducted on the MPPC and electronics setup, including laser pulsing and signal reduction. The results show improved time resolution and slewing correction, enhancing the

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Advances in Nanoparticle-Enhanced Photosensors for UV Light Detection and Quantum Confinement Research

Nanoparticle-enhanced photosensors are being developed by Steve Magill at Argonne National Laboratory for UV light detection, utilizing quantum confinement to enhance electronic and optical properties. Quantum confinement creates discrete energy levels in nanoparticles smaller than the electron wave

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Efficient Virtual Segmentation for Large-scale Detector Systems

Highly segmented detectors with millions to billions of readout channels require a practical approach for simulation and reconstruction. Implementing each channel separately is impractical, necessitating the use of virtual segmentation to define readouts for different detector components. Dependenci

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Advancements in Readout R&D at LNF

The LNF crew, led by Benussi, is engaged in various activities at LNF, including studies on alternative gas mixtures, different GE1/1 gap sizes, material aging, readout optimization, and strips layout. Work is in progress on designing a dedicated PDB readout board for a GEM chamber, alongside improv

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Comparison of Charge Sharing Mechanisms in HERD SCD

This study delves into the analysis of charge sharing mechanisms in the HERD SCD using simulations and experimental data. It explores the impact of coupling capacitors on charge sharing efficiency and readout strip performance under various conditions to enhance signal detection and improve CCE. The

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Advancements in Large-Area 3D Charge Readout for LArTPCs

Demonstrations featuring large-area 3D charge readout for Liquid Argon Time Projection Chambers (LArTPCs) were showcased by Peter Madigan at NorCal HEP-EXchange in December 2018. The challenges of readout in high-rate environments were discussed, along with the potential of pixelated TPCs in 3D LArT

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Advances in ILD Detector Design and TPC R&D

Explore the latest developments in ILD detector optimization and TPC research, focusing on enhancing event reconstruction accuracy and energy resolution. Learn about the ILD concept based on particle flow, the ILD group activities, organizational structure, technical advancements, and TPC readout te

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Dual-Readout Calorimeter for CepC: Overview and Key Features

The dual-readout calorimeter for CepC, as discussed in the International Review in Beijing, September 2018, is designed to optimize electromagnetic, hadronic, and jet resolution. With features like large sampling fraction for good EM resolution, event-by-event correction for EM fluctuations, and int

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Development Updates for ProtoDUNE Phase II: CRP Modifications and Testing

Updates on the development of Charged Readout Plane (CRP) for ProtoDUNE Phase II driven by lessons from commissioning and operation in ProtoDUNE-DP. Major topics include modifications for CRP mechanical structure, new LEM development, cold box improvements, and testing plans. Detailed steps per syst

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Advancements in CATIROC Technology for Neutrino Observatories

CATIROC is a smart readout ASIC developed for experiments like JUNO, a neutrino observatory. With applications in photon counting, energy measurement, and data processing, CATIROC offers advanced features such as charge and time measurements, digital data conversion, and trigger outputs for improved

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Overview of ICARUS LAr-TPC Installation and Testing

Detailed overview of the installation and testing procedures for the ICARUS Liquid Argon Time Projection Chamber (LAr-TPC) readout electronics. The system comprises front-end amplifiers, ADC systems, optical links for data transmission, mini-crates housing the electronics boards, power supplies, and

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Beam Test Results with BCM and TowerJazz CMOS F9 Weekly

Bojan Hiti from Jožef Stefan Institute in Ljubljana, Slovenia conducted a series of tests involving BCM prototype readout chip and TowerJazz CMOS at CERN SPS H6. The experiments included beam tracking, analog readout, and chip configurations for the ATLAS Beam Condition Monitor upgrade. Detailed re

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Challenges and Key Concepts in Building and Running a Large-Scale Instrumental Array

The GRAND project involves building and running a massive array of detectors over a vast area, with a focus on simplicity and cost-effectiveness. Key components include signal reconstruction, background discrimination, broadband antennas, readout electronics, and data transfer considerations. The bu

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DarkLight CM TRIUMF May/June 2023 Prototype Scintillator Development Details

The DarkLight project at TRIUMF in May/June 2023 involves the development of prototype scintillators with specific requirements for triggering, timing adjustments, and readout capabilities. Various images depict different components such as SiPMs, front-end readout cards, and TOF Alpha bars. The pro

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Challenges and Common Solutions in Implementing Full Streaming Readout for Sub-Detector Technologies

Implementing full streaming readout with proposed sub-detector technologies and DAQ system concept poses challenges including proper data alignment, risks of data loss, and background noise affecting data rates. The transition point for electronic components from detector-specific to common solution

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Advanced Hardware Installation Project Overview

Explore the progress of the hardware installation project, including frames, readout plates, calibration system, and installation details. Follow the development of feedthroughs, cooling systems, cabling, and mounting solutions as the project nears completion.

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Radio Frequency Readout Device (RFRD) for Tightness Measurement of Anchor Bolts

The Radio Frequency Readout Device (RFRD) Phase II project aims to reduce the time needed to check the tightness of nuts on anchor bolts. By utilizing a passive RFRD that measures capacitance changes in washers, the system offers a wireless, cost-effective solution for monitoring nut tightness. With

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Machine Learning Technique for Dynamic Aperture Computation in Circular Accelerators

This research presents a machine learning approach for computing the dynamic aperture of circular accelerators, crucial for ensuring stable particle motion. The study explores the use of Echo-state Networks, specifically Linear Readout and LSTM variations, to predict particle behavior in accelerator

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Understanding Gated Mode Systems in Particle Detectors

Delve into the intricate details of Gated Mode systems, focusing on aspects such as theory, sensitivity areas, switcher principles, and readout processes without compromising data integrity. Explore the challenges and strategies involved in implementing Gated Mode technology effectively in DEPFET de

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US Belle II Project Technical Elements by David Asner at Pacific Northwest National Laboratory

The US Belle II Project involves delivering key systems to KEK KLM, including iTOP and readout systems. WBS 1.02 managed by Jim Fast focuses on iTOP optics specifications, procurement, and acceptance tests. Material selection uses Corning 7980 fused quartz silica, meeting specific parameters. All op

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Updates on the DHCAL Project and Test Beam Campaigns

The DHCAL Project, led by Jos Repond and the Argonne National Laboratory in collaboration with CALICE, made significant progress with the completion of 38 layers and 350,208 readout channels. Test beam campaigns were conducted with notable events and configurations. The upcoming test beam will invol

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RIDOS Operations Overview at INFN Torino

Operations at INFN Torino involve various tasks such as readout, translation, communication of DDS and OTS parameters, dose computation, upgrades under development, and hardware specifications. The system aims to deliver precise and efficient treatment while continuously improving speed and accuracy

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Latest Developments in PD Connector Plate Design for Consortium Projects

This collection showcases the evolution and advancement in PD connector plate design, focusing on attachments for readout cables, passing cables through 32mm holes, installation tests, new concepts like Molex connectors, and soldered-on connector boards. The proposed designs aim to meet current/volt

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