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View article: FPGA Implementation of a CNN-Based Topological Trigger for HL-LHC
FPGA Implementation of a CNN-Based Topological Trigger for HL-LHC Open
The implementation of convolutional neural networks in programmable logic, for applications in fast online event selection at hadron colliders, is studied. In particular, an approach based on full event images for classification is studied…
View article: JEDI-linear: Fast and Efficient Graph Neural Networks for Jet Tagging on FPGAs
JEDI-linear: Fast and Efficient Graph Neural Networks for Jet Tagging on FPGAs Open
Graph Neural Networks (GNNs), particularly Interaction Networks (INs), have shown exceptional performance for jet tagging at the CERN High-Luminosity Large Hadron Collider (HL-LHC). However, their computational complexity and irregular mem…
View article: LHC Triggers using FPGA Image Recognition
LHC Triggers using FPGA Image Recognition Open
The implementation of convolutional neural networks in programmable logic, for applications in fast online event selection at hadron colliders is studied. In particular, an approach based on full event images for classification is studied,…
View article: Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter
Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter Open
A novel method to reconstruct the energy of hadronic showers in the CMS High Granularity Calorimeter (HGCAL) is presented. The HGCAL is a sampling calorimeter with very fine transverse and longitudinal granularity. The active media are sil…
View article: Charged particle tracking in real-time using a full-mesh data delivery architecture and associative memory techniques
Charged particle tracking in real-time using a full-mesh data delivery architecture and associative memory techniques Open
We present a flexible and scalable approach to address the challenges of charged particle track reconstruction in real-time event filters (Level-1 triggers) in collider physics experiments. The method described here is based on a full-mesh…
View article: Report on 1912.05451v2
Report on 1912.05451v2 Open
First released in 2010, the Rivet library forms an important repository for analysis code, facilitating comparisons between measurements of the final state in particle collisions and theoretical calculations of those final states.We give a…
View article: Report on 1912.05451v2
Report on 1912.05451v2 Open
First released in 2010, the Rivet library forms an important repository for analysis code, facilitating comparisons between measurements of the final state in particle collisions and theoretical calculations of those final states.We give a…
Canadian Surgery Forum 201901. The future of general surgery training: a Canadian resident nationwide Delphi consensus statement02. Traumatized: Can mindfulness lead to improved mental health outcomes after multisystem trauma?03. Operating room availability for general surgery in 2007 versus 2017 at a regional hospital in BC04. Perceptions and barriers to Gastrografin protocol implementation05. Resident opinions and educational experience of a mixed night-float system for general surgery resident call06. A scoping review of best management for hepato-pancreatobiliary trauma07. Simultaneous versus staged resection for synchronous colorectal liver metastases: a population-based cohort study08. Weight loss following hepatopancreatobiliary surgery. How much is too much?09. Uptake and patient outcomes of laparoscopic liver resection for colon cancer liver metastases: a population-based analysis10. Simultaneous resection of colorectal cancer with synchronous liver metastases: a survey-based analysis11. When is it safe to start VTE prophylaxis after blunt solid organ injury? A prospective study from a level I trauma centre12. Undertriaged trauma patients: Who are we missing?13. Trauma team activation at a level I trauma centre: time of day matters14. The diagnostic dilemma of shotgun injuries15. Evaluating the efficacy of self-study videos for the surgery clerkship rotation: an innovative project in undergraduate surgical education16. Systematic review and meta-analysis: preoperative anti-TNF therapy does not increase the risk of postoperative complications in patients with inflammatory bowel disease undergoing elective surgery17. Simulation platforms to assess laparoscopic suturing skills: a scoping review18. Cost analysis of simultaneous versus staged resection of colorectal cancer liver metastases: a population-based study19. Complementary and alternative medicine use among general surgery patients in Nova Scotia20. General surgery in Canada: current scope of practice and future needs21. Impact of dedicated operating time on access to surgical care in an acute care surgery model22. Adolescent appendicitis management and outcomes: comparison study between adult and pediatric institutions23. A systematic review of behavioural interventions to improve opioid prescribing after surgery24. Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA) in trauma: a gap analysis of the Edmonton Zone Trauma Registry25. Learning by holographic anatomic models for surgical education26. The nature of learning from trauma team simulation27. Comparing reversing half-hitch alternating postsurgical knots and square knots for closure of enterotomy in a simulated deep body cavity: a randomized controlled trial28. Propagating the “SEAD”: exploring the value of an overnight call shift in the Surgical Exploration and Discovery Program29. Comparing 2 approaches to residency application file review30. A Canadian experience with posterior retroperitoneoscopic adrenalectomy31. A cost-efficient, realistic breast phantom for oncoplastic breast surgery training32. Impact of patient frailty on morbidity and mortality after common emergency general surgery operations33. Preventing opioid prescription after major surgery: a scoping review of the literature on opioid-free analgesia34. Correct usage of propensity score methodology in contemporary high-impact surgical literature35. Responsible blood compatibility testing for appendectomy: practice assessment at a single Canadian academic centre36. What patient factors are associated with participation in a provincial colorectal cancer screening program?37. Missed appendix tumours owing to nonoperative management for appendicitis38. Operative delay increases morbidity and mortality in emergency general surgery patients: a study of multiple EGS services within a single city39. Withdrawn40. Improved disease-free survival after prehabilitation for colorectal cancer surgery41. Development of a conceptual framework of recovery after abdominal surgery42. Comparison of Dor and Nissen fundoplication following laparoscopic paraesophageal hernia repair43. A systematic review and summary of clinical practice guidelines on the periprocedural management of patients on antithrombotic medications undergoing gastroenterological endoscopy44. Impact of socioeconomic status on postoperative complications following Whipple procedure for pancreatic ductal adenocarcinoma45. Clinical outcomes of high-risk breast lesions and breast cancer patients treated with total mastectomy and immediate reconstruction46. My On Call (MOC) Pager App: practising and assessing safe clinical decision-making47. Comprehensive complication index for major abdominal surgeries: an external validation using the American College of Surgeons’ National Surgical Quality Improvement Program (ACS NSQIP)48. The impact of surgeon experience on script concordance test scoring49. Decay of competence with extended research absences during postgraduat Open
View article: A high-performance track fitter for use in ultra-fast electronics
A high-performance track fitter for use in ultra-fast electronics Open
View article: Top Quark Modelling and Tuning at CMS
Top Quark Modelling and Tuning at CMS Open
Recent measurements dedicated to improving the understanding of modelling top quark pair (${\text{t}\overline{\text{t}}}$) production at the LHC are summarised. These measurements, performed with proton-proton collision data collected by t…
View article: A High-performance Track Fitter for Use in Ultra-fast Electronics
A High-performance Track Fitter for Use in Ultra-fast Electronics Open
This article describes a new charged-particle track fitting algorithm designed for use in high-speed electronics applications such as hardware-based triggers in high-energy physics experiments. Following a novel technique designed for fast…
View article: An FPGA-based Track Finder for the L1 Trigger of the CMS Experiment at the HL-LHC
An FPGA-based Track Finder for the L1 Trigger of the CMS Experiment at the HL-LHC Open
A new tracking detector is under development for use by the CMS experiment at the High-Luminosity LHC (HL-LHC). A crucial component of this upgrade will be the ability to reconstruct within a few microseconds all charged particle tracks wi…
View article: An FPGA based track finder for the L1 trigger of the CMS experiment at the High Luminosity LHC
An FPGA based track finder for the L1 trigger of the CMS experiment at the High Luminosity LHC Open
A new tracking detector is under development for use by the CMS experiment at the
\nHigh-Luminosity LHC (HL-LHC). A crucial requirement of this upgrade is to provide the ability
\nto reconstruct all charged particle tracks with transverse …
View article: A novel FPGA-based track reconstruction approach for the level-1 trigger of the CMS experiment at CERN
A novel FPGA-based track reconstruction approach for the level-1 trigger of the CMS experiment at CERN Open
The Compact Muon Solenoid (CMS) experiment at CERN is scheduled for a major upgrade in the next decade in order to meet the demands of the new High Luminosity Large Hadron Collider. Amongst others, a new tracking system is under developmen…
View article: An FPGA-based track finder for the L1 trigger of the CMS experiment at the high luminosity LHC
An FPGA-based track finder for the L1 trigger of the CMS experiment at the high luminosity LHC Open
A new tracking system is under development for operation in the CMS experiment at the High Luminosity LHC. It includes an outer tracker which will construct stubs, built by correlating clusters in two closely spaced sensor layers for the r…
View article: Emulation of a prototype FPGA track finder for the CMS Phase-2 upgrade with the CIDAF emulation framework
Emulation of a prototype FPGA track finder for the CMS Phase-2 upgrade with the CIDAF emulation framework Open
The CMS collaboration is preparing a major upgrade of its detector, so it can operate during the high luminosity run of the LHC from 2026. The upgraded tracker electronics will reconstruct the trajectories of charged particles within a lat…
View article: Beam test evaluation of electromagnetic calorimeter modules made from proton-damaged PbWO<sub>4</sub>crystals
Beam test evaluation of electromagnetic calorimeter modules made from proton-damaged PbWO<sub>4</sub>crystals Open
The performance of electromagnetic calorimeter modules made of proton-irradiated PbWO4 crystals has been studied in beam tests. The modules, similar to those used in the Endcaps of the CMS electromagnetic calorimeter (ECAL), were formed fr…