Results of the OPERA experiment

Size: px
Start display at page:

Download "Results of the OPERA experiment"

Transcription

1 Results of the OPERA experiment Giovanni De Lellis University Federico II and INFN Napoli On behalf of the OPERA Collaboration For the XLVII Meeting of the LNGSC Committee On behalf of the OPERA Collabora2on 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 1

2 The CNGS beam along its five years of operation Year Beam days P.O.T. (10 19 ) Total p.o.t. (10 18 ) date 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 2

3 DATA ANALYSIS COMPLETED located interactions 6785 decay search 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 3

4 NON-OSCILLATION PHYSICS 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 4

5 COSMIC-RAY PHYSICS on surface R µ OPERA L3+C Utah MINOS CMS πk model Surface energy Measurement of TeV atmospheric muon charge ratio Eur. Phys. J. C74 (2014) on surface ε µ (GeV) R µ OPERA L3+C Utah MINOS CMS R µ N µ +/N µ, egative charged m Vertical surface energy πk model πk + RQPM model πk + QGSM model πk + VFGS model /04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng cos θ* (GeV) 5 ε µ 5

6 Cosmic-muon rate and temperature dependence Gran Sasso underground ~ 3800 m w.e. à Minimum muon energy ~ 1.8 TeV Atmospheric temperature increase à density decrease à increase the pion decay rate à muon rate increase R 1 0 R 1 0 I µ (t) =Iµ 0 + T (x)w (x)dx T eff = W (x)dx High W in high atmosphere à high energy muons apple 2 I µ = Iµ 0 + I µ cos T (t t 0) I µ I 0 µ = T T e T e 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 6

7 Annual modulation of cosmic-muon rate I µ I 0 µ =(1.54 ± 0.07)% t 0 = (176±4) days, June 26 th Temperature data by the European Center for Medium-range Weather Forecasts (ECMWF) 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 7

8 Muon rate vs temperature variations I µ I 0 µ = T T e T e α T = 0.94±0.04 OPERA 02/04/17 8

9 MULTIPLICITY STUDIES IN NEUTRINO LEAD SCATTERING 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 9

10 Track multiplicity distributions reflecting the dynamics of interactions Shower tracks Grey tracks Nuclear evaporation and break-up tracks 02/04/17 10

11 Multiplicity features KNO Scaling 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 11

12 OSCILLATION PHYSICS ν µ ν e ANALYSIS ν µ ν τ ANALYSIS 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 12

13 Electron neutrinos one event with a π 0 as seen in the brick electron Interface films γ showers 2 mm 10 mm ECC CS 02/04/17 35 candidates in the full data sample Figure 5: Display of the reconstructed emulsion tracks of one of the ν e candidate events. The reconstructed neutrino energy is 32.5 GeV. Two tracks are observed at the neutrino Giovanni De Lellis, interaction XLVII LNGSC Mee2ng vertex. One of the two generates 13 an electromagnetic shower and is identified as an electron. In addition, two

14 Electron neutrino energy Energy spectrum of ν e candidates ( data) Number of events / 10 GeV overflow from 3-flavour oscillations ν e, ν e from the beam contamination ν e, ν e ν τ from 3-flavour oscillations (τ -> e decay channel) 2 π 0 background [GeV] E rec candidates found ν e 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 14

15 STERILE NEUTRINO SEARCH 3+1 model: bounds from ν e appearance with profile Likelihood method P µ! e Interference term ~standard oscillation Exotic oscillation C =2 U µ3 U e3 ij = 1.27 E m2 ij L µe = Arg(U µ3 U e3u µ4u e4 ) sin 2 2# µe =4 U µ4 2 U e4 2 Energy distribution to constrain the parameter space: shape analysis Sensitivity curves vs energy cut 02/04/17 15

16 CONSTRAINING STERILE NEUTRINOS WITH A 3+1 MODEL First sterile neutrino search in a long baseline with ν µ à ν e and a 3+1 model 2 flavour approx. invalid at CNGS baselines sin 2 2# µe =4 U µ4 2 U e4 2 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 16

17 ν µ ν τ ANALYSIS 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 17

18 ν µ ν τ ANALYSIS STRATEGY runs No kinematical selection: get confidence on the detector performances before applying any kinematical cut Slower analysis speed (signal/noise not optimal) Kinematical selection applied for the candidate selection, coherently for all runs Good data/mc agreement shown runs Pµ < 15 GeV/c, to suppress charm background Prioritise the analysis of the most probable brick in the probability map: optimal ratio between efficiency and analysis time Analyse the other bricks in the probability map 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 18

19 THE FIRST ν τ CANDIDATE in the brick 02/04/17 τ ρ ν τ ρ π 0 π - π 0 γ γ Physics Giovanni Letters De Lellis, XLVII B691 LNGSC (2010) Mee2ng

20 THE SECOND ν τ CANDIDATE in the brick τ π - π + π - ν τ 02/04/17 Journal Giovanni of High De Lellis, Energy XLVII LNGSC Physics Mee2ng 11 (2013)

21 THE THIRD ν τ CANDIDATE in the brick τ µ - ν µ ν τ Phys. Rev. D 89 (2014) (R) 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 21

22 THE FORTH ν τ CANDIDATE in the brick τ h - ν τ PTEP 2014 (2014) 101C01 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 22

23 OUTSTANDING PAPER AWARD BY THE PHYSICAL SOCIETY OF JAPAN 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 23

24 THE FIFTH ν τ CANDIDATE in the brick τ h - ν τ PRL 115 (2015) /04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 24

25 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 25

26 PRL 115 (2015) /04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 26

27 NEW EVENT ANALYSIS Widen selection cuts to increase the statistics Candidate identification mostly topological with looser kinematical cuts Statistical gain to reduce uncertainties Use likelihood approach, simulation fully validated with data in all kinematical corners 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 27

28 NEW SELECTION 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 28

29 NEW TAU NEUTRINO CANDIDATES τ à 3h Ev Ev τ à 3h τ à h Ev Ev τ à h τ à h Ev /04/17 29

30 A CLOSER LOOK AT ONE OF THESE EVENTS 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 30

31 AN EVENT WITH THREE VERTICES WITHOUT ANY MUON IN THE FINAL STATE 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 31

32 KINK TOPOLOGY Flight Length = 1160 µm With γ attached IP = 8±8 µm # kink = 90 mrad! P? = 240 MeV not passing the standard cuts to be a tau candidate 02/04/17 32

33 Track segments showing a double vertex topology in the same lead plate 2 prong vertex Flight Length = 103 µm Invariant mass = 1.8±0.5 GeV 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 33

34 Leading Feynman diagrams 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 34

35 Expected yield and multivariate analysis Sample Muon misidentified Expected events (10 3 ) CC + charm 45 µ CC + charm + h int yes 21 µ NC + c c 13 CC + h int 9 µ CC + 2h int yes 4 µ NC + 2h int 4 Total /04/17 35

36 Neutral network output 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 36

37 Observation of a tau neutrino interaction with a charmed hadron production x PDF from ANN output n i = yield of i-th process Background only à µ = 0 CL =(2.6 ± 0.2) 10 4! /04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 37

38 ANALYSIS OF THE EXTENDED SAMPLE 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 38

39 VISIBLE ENERGY OF ALL CANDIDATES Sum of the momenta of charged particles and γ s measured in emulsion P sum entries ν τ bkg data P sum (GeV/c) 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 39

40 Δm 2 measurement N / P ( µ! ) ν τ cross-section = 0 EK(E) SM value 0 = cm 2 GeV 1 40

41 Significance of the tau neutrino appearance using 8 channels Test statistic: Profile likelihood ratio one sided p value = significance 90%CL interval on signal strength µ: [0.51, 2.6] 02/04/17 41

42 Input variables for BDT analysis the τ à h channel 02/04/17 42

43 BDT output the τ à h channel 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 43

44 Likelihood analysis with BDT discrimination using 4 channels p value = significance 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 44

45 Publications being issued Cosmic-ray annual modulation Study of charged particle multiplicity in high-energy neutrino-lead interactions Search for sterile neutrinos in the muon to electron channel Observation of a tau neutrino candidate with charmed hadron production Extended ν µ à ν τ search and Δm 2 measurement in appearance mode 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 45

46 Forthcoming publications Search for sterile neutrinos in the muon to tau channel with the full data sample Combination of electron and tau appearance with muon disappearance to constraint the oscillation parameters 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 46

47 OPERA DATA PRESERVATION CERN willing to host OPERA data for its preservation OPERA data sample < 100 TB (~10 tapes) equivalent to one of the LEP experiments LEP support granted until 2030 Agreement with data preservation office at CERN a year ago First data sets transferred Contacts with LNGS Computing Service for a similar action 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 47

48 OPERA OPEN DATA AT CERN CERN has a program of open data access mostly for educational purposes (CMS, LHCb, ) CERN willing to include OPERA data among the open data OPERA agreed to provide neutrino interactions reconstructed in the bricks: both data & event display (effective for educational purposes) 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 48

49 TECHNOLOGICAL DEVELOPMENTS OPERA system Running JINST 8 (2013) P01023 JINST 10 (2015) P11006 JINST 11 (2016) P /04/ Scanning 0 speed: ~190 cm 2 /h ~10 times faster R&D Giovanni De Lellis, XLVII LNGSC Mee2ng 2-3 years 49

50 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 50

51 ACKNOWLEDGEMENTS The OPERA Collaboration is very much indebted to: The INFN LNGS hosting laboratory CERN and the CNGS beam team Funding agencies All industrial partners and suppliers Our technical collaborators, engineers and undergraduate students 02/04/17 Giovanni De Lellis, XLVII LNGSC Mee2ng 51

Statistical Analysis Tools for Particle Physics

Statistical Analysis Tools for Particle Physics Statistical Analysis Tools for Particle Physics IDPASC School of Flavour Physics Valencia, 2-7 May, 2013 Glen Cowan Physics Department Royal Holloway, University of London g.cowan@rhul.ac.uk www.pp.rhul.ac.uk/~cowan

More information

Measurement of Radon concentration in Super-Kamiokande tank

Measurement of Radon concentration in Super-Kamiokande tank Measurement of Radon concentration in Super-Kamiokande tank The Univ. of Tokyo ICRR Kamioka Observatory M2 Y.Nakano February 22, 2013 @ICRR Students Meeting 2013 1 Contents Super Kamiokande detector High

More information

Accelerator Based Particle Physics going Global

Accelerator Based Particle Physics going Global Accelerator Based Particle Physics going Global What has been done in the past? What should be done in the future? Which challenges need to be met? Albrecht Wagner DESY and Hamburg University 1 HERA in

More information

Why CsI? Care & Feeding Get Ready for Physics. CsI: QWG3 Topical School. B Heltsley. Oct

Why CsI? Care & Feeding Get Ready for Physics. CsI: QWG3 Topical School. B Heltsley. Oct QWG3 CsI-1 Why CsI? Care & Feeding Get Ready for Physics CsI: QWG3 Topical School. B Heltsley. Oct 2004 1 Credits Cornell, Syracuse, & Minnesota groups developed/maintained CLEO CsI & SW Cornell: C. O

More information

Particle & Astroparticle Physics Autumn Programme

Particle & Astroparticle Physics Autumn Programme Particle & Astroparticle Physics Autumn Programme nd 2 edition, October 2 rd th 6, 2016 Introduction In October 2016, the Associazione Italiana Studenti di Fisica (AISF, Italian Association of Physics

More information

A Dynamic Patient Network Model of Hospital-Acquired Infections

A Dynamic Patient Network Model of Hospital-Acquired Infections A Dynamic Patient Network Model of Hospital-Acquired Infections Sean Barnes Bruce Golden University of Maryland, College Park Edward Wasil American University Presented at the 2011 INFORMS Healthcare Conference

More information

Task Group fold Phase-II prototype detector

Task Group fold Phase-II prototype detector Task Group 2 1. 18-fold Phase-II prototype detector Crystal Properties Segment anti-coincidence Pulse Shape Analysis (PSA) Neutron spectrum 2. Outlook I. Abt, K. Ackermann, A. Caldwell, M. Jelen, K. Kröninger

More information

4/5/2010. Covalent Bonding: Orbitals. Figure 14.25: The combination of hydrogen 1s atomic orbitals to form MOs - = 0

4/5/2010. Covalent Bonding: Orbitals. Figure 14.25: The combination of hydrogen 1s atomic orbitals to form MOs - = 0 Figure 13.1: (a) The interaction of two hydrogen atoms (b) Energy profile as a function of the distance between the nuclei of the hydrogen atoms. Covalent Bonding: Orbitals b Copyright Houghton Mifflin

More information

Missile Mathematical Model and System Design

Missile Mathematical Model and System Design AARMS Vol. 16, No. 1 (2017) 29 35. Missile Mathematical Model and System Design István PAPP 1 Recently, aerospace (flight) engineers, having more solid mathematical backgrounds, have become familiar with

More information

University of Pennsylvania Environmental Health and Radiation Safety. Diagnostic Energized Equipment Radiation Safety Manual

University of Pennsylvania Environmental Health and Radiation Safety. Diagnostic Energized Equipment Radiation Safety Manual University of Pennsylvania Environmental Health and Radiation Safety Diagnostic Energized Equipment Radiation Safety Manual (Reviewed: September 2012) I. Proper Operating Procedures A. Radiographic Units

More information

SAR Sensors Acquisition Geometries The Interferometric Concept

SAR Sensors Acquisition Geometries The Interferometric Concept SAR Sensors Acquisition Geometries The Interferometric Concept Fabrizio Novali Tele-Rilevamento Europa Thursday, 2 December 2010 COPYRIGHT - Tele-Rilevamento Europa 2010 Copyright - Tele-Rilevamento Europa

More information

Lean Options for Walk-In, Open Access, and Traditional Appointment Scheduling in Outpatient Health Care Clinics

Lean Options for Walk-In, Open Access, and Traditional Appointment Scheduling in Outpatient Health Care Clinics Lean Options for Walk-In, Open Access, and Traditional Appointment Scheduling in Outpatient Health Care Clinics Mayo Clinic Conference on Systems Engineering & Operations Research in Health Care Rochester,

More information

Emergency Information

Emergency Information Emergency Information Be aware of exits in your building Speaker will indicate locations for this meeting Fire or other emergency evacuation Follow building residents out of building to the assembly area

More information

Physician Ownership and Incentives: Evidence from Cardiac Care

Physician Ownership and Incentives: Evidence from Cardiac Care Physician Ownership and Incentives: Evidence from Cardiac Care Ashley Swanson January 11, 2012 Job Market Paper Abstract Physician ownership of hospitals is highly controversial. Proponents argue that

More information

Office of High Energy Physics

Office of High Energy Physics OFFICE OF SCIENCE Office of High Energy Physics Report to the Board of Physics and Astronomy April 24, 2009 Dennis Kovar Associate Director for the Office of High Energy Physics Office of Science, U.S.

More information

Innovative Public Procurement of Intelligent Transport Solutions City of Copenhagen

Innovative Public Procurement of Intelligent Transport Solutions City of Copenhagen Innovative Public Procurement of Intelligent Transport Solutions City of Copenhagen About this Best Practice Case In recent years the City of Copenhagen set up numerous initiatives to achieve their goal

More information

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE Yu-Li Huang, Ph.D. Assistant Professor Industrial Engineering Department New Mexico State University 575-646-2950 yhuang@nmsu.edu

More information

2 Quality Assurance In A Diagnostic Radiology Department. 1.1 Aim. 1.2 Introduction. 1.3 Key Elements of Quality assurance

2 Quality Assurance In A Diagnostic Radiology Department. 1.1 Aim. 1.2 Introduction. 1.3 Key Elements of Quality assurance 65 2 Quality Assurance In A Diagnostic Radiology Department 1.1 Aim Aim is to implement an effective quality assurance programme in the Hospitals to ensure production of consistently high quality images

More information

The European Particle Physics Strategy

The European Particle Physics Strategy The European Particle Physics Strategy Jorgen D Hondt Vrije Universiteit Brussel ECFA chairperson (https://ecfa.web.cern.ch) NuPECC, June 2018 Oslo, Norway 2 Need to agree on a long-term strategy for Particle

More information

Standard Training Prospectus.

Standard Training Prospectus. Power, efficiency, stability. Explore the possibilities that 12d Model delivers to your civil surface modelling projects. Standard Training Prospectus. Design software is only effective when the operator

More information

PSA 2017 Paper Improved Tornado Missile Risk Analysis Using Nonlinear Finite Element Analysis of Nuclear Power Plant Structures.

PSA 2017 Paper Improved Tornado Missile Risk Analysis Using Nonlinear Finite Element Analysis of Nuclear Power Plant Structures. Improved Tornado Missile Risk Analysis Using Nonlinear Finite Element Analysis of Nuclear Power Plant Structures PSA 2017 Paper 21892 September 25, 2017 1 Improved Tornado Missile Risk Analysis Using Nonlinear

More information

Motivation and background information Overview of computational methods Some representative results

Motivation and background information Overview of computational methods Some representative results Solid electrolytes for battery applications a theoretical perspective* N. A. W. Holzwarth** Department of Physics Wake Forest University, Winston-Salem, NC, USA, 27109 Motivation and background information

More information

ALICE Policy for Publications and Presentations

ALICE Policy for Publications and Presentations ALICE Policy for Publications and Presentations The Conference Committee can be contacted at alice-cc@cern.ch. The Editorial Board can be contacted at alice-editorial-board@cern.ch. The Physics Board can

More information

Jeanne Moldenhauer (c) Jeanne Moldenhauer

Jeanne Moldenhauer (c) Jeanne Moldenhauer Jeanne Moldenhauer (c) Jeanne Moldenhauer 2013 1 Presentation Overview Conflicts between regulatory and compendial guidance Understanding the requirements for non sterile and terminally sterilized products

More information

Fuzzy Set SEG

Fuzzy Set SEG Fuzzy Set SEG 7450 1 Introduction Fuzzy logic has been extremely successful in many applications image processing and control, fuzzy rule-based machine learning classification, clustering, and function

More information

ESATAN/FHTS, ThermXL & ESARAD Current Status

ESATAN/FHTS, ThermXL & ESARAD Current Status Oct 2004 ESATAN/FHTS, ThermXL & ESARAD Current Status Chris Kirtley, Programme Manager Introduction Many improvements made to the tools over 2004 ESATAN v9.2 and ESARAD v5.6 being finalised pre-release

More information

Complex Investigation of Successful Weightlifting Exercises

Complex Investigation of Successful Weightlifting Exercises Complex nvestigation of Successful Weightlifting Exercises A. Barabas, Gy. Fabian University of Physical Education. Budapest. Hungary NTRODUCTON The examination of weightlifting movements has great significance

More information

New Joints: Private providers and rising demand in the English National Health Service

New Joints: Private providers and rising demand in the English National Health Service 1/30 New Joints: Private providers and rising demand in the English National Health Service Elaine Kelly & George Stoye 3rd April 2017 2/30 Motivation In recent years, many governments have sought to increase

More information

Center for Korean J-PARC Users. Seonho Choi Seoul National University

Center for Korean J-PARC Users. Seonho Choi Seoul National University Center for Korean J-PARC Users Seonho Choi Seoul National University Korea-Japan Workshop on Nuclear and Hadron Physics at J-PARC September 22, 2011 Outline Introduction CKorJ-PARC Project Organization

More information

The Intended and Unintended Consequences of the Hospital Readmission Reduction Program

The Intended and Unintended Consequences of the Hospital Readmission Reduction Program The Intended and Unintended Consequences of the Hospital Readmission Reduction Program Engy Ziedan University of Illinois at Chicago July 17, 2017 Abstract Pay for performance (P4P) is increasingly being

More information

Extreme Light Infrastructure-Nuclear Physics ELI-NP

Extreme Light Infrastructure-Nuclear Physics ELI-NP Project co-financed by the European Regional Development Fund through the Competitiveness Operational Programme Investing in Sustainable Development Extreme Light Infrastructure-Nuclear Physics (ELI-NP)

More information

The table of content of the Membership Orientation Manual will be a helpful resource in researching the answers to the National MOIP Study Guide Test

The table of content of the Membership Orientation Manual will be a helpful resource in researching the answers to the National MOIP Study Guide Test The table of content of the Membership Orientation Manual will be a helpful resource in researching the answers to the National MOIP Study Guide Test Questions. (1) What is the fundamental purpose of Kappa

More information

Operation DOMINIC II

Operation DOMINIC II Operation DOMINIC II Note: For information related to claims, call the Department of Veterans Affairs (VA) at 800-827-1000 or the Department of Justice (DOJ) at 800-729-7327. For all other information,

More information

Queueing Model for Medical Centers (A Case Study of Shehu Muhammad Kangiwa Medical Centre, Kaduna Polytechnic)

Queueing Model for Medical Centers (A Case Study of Shehu Muhammad Kangiwa Medical Centre, Kaduna Polytechnic) IOSR Journal of Mathematics (IOSR-JM) e-issn: 2278-5728, p-issn:2319-765x. Volume 10, Issue 1 Ver. I. (Jan. 2014), PP 18-22 Queueing Model for Medical Centers (A Case Study of Shehu Muhammad Kangiwa Medical

More information

Online Scheduling of Outpatient Procedure Centers

Online Scheduling of Outpatient Procedure Centers Online Scheduling of Outpatient Procedure Centers Department of Industrial and Operations Engineering, University of Michigan September 25, 2014 Online Scheduling of Outpatient Procedure Centers 1/32 Outpatient

More information

Methicillin resistant Staphylococcus aureus transmission reduction using Agent-Based Discrete Event Simulation

Methicillin resistant Staphylococcus aureus transmission reduction using Agent-Based Discrete Event Simulation Methicillin resistant Staphylococcus aureus transmission reduction using Agent-Based Discrete Event Simulation Sean Barnes PhD Student, Applied Mathematics and Scientific Computation Department of Mathematics

More information

Prediction of High-Cost Hospital Patients Jonathan M. Mortensen, Linda Szabo, Luke Yancy Jr.

Prediction of High-Cost Hospital Patients Jonathan M. Mortensen, Linda Szabo, Luke Yancy Jr. Prediction of High-Cost Hospital Patients Jonathan M. Mortensen, Linda Szabo, Luke Yancy Jr. Introduction In the U.S., healthcare costs are rising faster than the inflation rate, and more rapidly than

More information

Decision Fatigue Among Physicians

Decision Fatigue Among Physicians Decision Fatigue Among Physicians Han Ye, Junjian Yi, Songfa Zhong 0 / 50 Questions Why Barack Obama in gray or blue suit? Why Mark Zuckerberg in gray T-shirt? 1 / 50 Questions Why Barack Obama in gray

More information

Physics Division Work Governance

Physics Division Work Governance Physics Division Work Governance Contents 1. Preface... 2 2. Personnel Training... 2 3. Organization and Administration... 4 3.1 12 GeV Assistant Project Manager... 5 3.2 Hall Work Coordinator... 5 3.3

More information

DECONTAMINATION, AND REGISTRATION

DECONTAMINATION, AND REGISTRATION OBJECTIVE Demonstrate the adequacy of procedures, facilities, equipment, and personnel for the radiological monitoring, decontamination, and registration of evacuees. INTENT This objective is derived from

More information

Operations Research in Health Care: Perspectives from an engineer, with examples from emergency medicine and cancer therapy

Operations Research in Health Care: Perspectives from an engineer, with examples from emergency medicine and cancer therapy Operations Research in Health Care: Perspectives from an engineer, with examples from emergency medicine and cancer therapy Timothy Chan University of Toronto Steven Brooks St. Michael s Hospital Clinical

More information

DAYA BAY REACTOR NEUTRINO EXPERIMENT

DAYA BAY REACTOR NEUTRINO EXPERIMENT Department of Energy Review Committee Report for the Technical, Cost, Schedule, and Management Review of the DAYA BAY REACTOR NEUTRINO EXPERIMENT April 2007 EXECUTIVE SUMMARY A Department of Energy (DOE)

More information

UNCLASSIFIED. R-1 Program Element (Number/Name) PE A / Nuclear Arms Control Monitoring Sensor Network. Prior Years FY 2013 FY 2014 FY 2015

UNCLASSIFIED. R-1 Program Element (Number/Name) PE A / Nuclear Arms Control Monitoring Sensor Network. Prior Years FY 2013 FY 2014 FY 2015 Exhibit R2, RDT&E Budget Item Justification: PB 2015 Army : March 2014 2040: Research, Development, Test & Evaluation, Army / BA 5: System Development & Demonstration (SDD) COST ($ in Millions) Years FY

More information

Stability Analysis of Autopilot Systems For Ballistic Missile Using MATLAB

Stability Analysis of Autopilot Systems For Ballistic Missile Using MATLAB Conference on Advances in Communication and Control Systems 2013 (CAC2S 2013) Stability Analysis of Autopilot Systems For Ballistic Missile Using MATLAB A.J.ARUN JEYA PRAKASH # Assistant Professor ajp.mit@gmail.com

More information

EFSA: mission and tasks, strategic perspectives and cooperation activities

EFSA: mission and tasks, strategic perspectives and cooperation activities EFSA: mission and tasks, strategic perspectives and cooperation activities Hans Verhagen, Head of Risk Assessment and Scientific Assistance Department EFSA S MISSION Contribute to the safety of the EU

More information

EGNOS Grant Plan 2018

EGNOS Grant Plan 2018 Reference: EGNOS Grant Plan 2018 Issue/Version: 1.0 Date: 22/05/2018 Page 1 of 8 Table of contents EGNOS GRANT PLAN 2018... 1 TABLE OF CONTENTS... 2 1 GRANT PLAN... 3 2 EGNOS SERVICE PERFORMANCE MONITORING

More information

Operation BUSTER-JANGLE

Operation BUSTER-JANGLE Operation BUSTER-JANGLE Note: For information related to claims, call the Department of Veterans Affairs (VA) at 800-827-1000 or the Department of Justice (DOJ) at 800-729-7327. For all other information,

More information

Physics 496 Introduction to Research. Lecture 9.0: Preparing a CV Ingredients: CME 98%, TML 2%

Physics 496 Introduction to Research. Lecture 9.0: Preparing a CV Ingredients: CME 98%, TML 2% Physics 496 Introduction to Research Lecture 9.0: Preparing a CV Ingredients: CME 98%, TML 2% What do you need a CV for? Many things: Grad school application! Employment Promotion Awards Research Proposals

More information

I Was Only Nineteen, 45 Years Ago: What Can we Learn from Australia s Conscription Lotteries?

I Was Only Nineteen, 45 Years Ago: What Can we Learn from Australia s Conscription Lotteries? I Was Only Nineteen, 45 Years Ago: What Can we Learn from Australia s Conscription Lotteries? Peter Siminski & Simon Ville, University of Wollongong Seminar presented at NATSEM, University of Canberra

More information

Transport NI York Street Interchange APPENDIX A PROJECT BRIEF

Transport NI York Street Interchange APPENDIX A PROJECT BRIEF Transport NI York Street Interchange APPENDIX A PROJECT BRIEF PROPOSED SCHEME REPORT: PART 2 VOLUME 2 January 2015 Roads Service Consultancy Framework Contract BRIEF FOR MAJOR WORKS SCHEMES, EASTERN DIVISION

More information

Analysis of the Operational Effect of the Joint Chemical Agent Detector Using the Infantry Warrior Simulation (IWARS) MORS: June 2008

Analysis of the Operational Effect of the Joint Chemical Agent Detector Using the Infantry Warrior Simulation (IWARS) MORS: June 2008 Analysis of the Operational Effect of the Joint Chemical Agent Detector Using the Infantry Warrior Simulation (IWARS) MORS: David Gillis Approved for PUBLIC RELEASE; Distribution is UNLIMITED Report Documentation

More information

Monday, October 9 9:00 a.m. 9:30 a.m. Administrative Briefing Ms. Marina Scherbakova Program Officer, Joint Vienna Institute

Monday, October 9 9:00 a.m. 9:30 a.m. Administrative Briefing Ms. Marina Scherbakova Program Officer, Joint Vienna Institute INTERNATIONAL MONETARY FUND Joint Vienna Institute / IMF Institute European and Middle Eastern Division Course on Model-Based Monetary Policy Analysis and Forecasting (JV17.28) Vienna, Austria October

More information

EUROPEAN COMMISSION. Community Research. FP6 Instruments. Implementing the priority thematic areas of the Sixth Framework Programme EUR 20493

EUROPEAN COMMISSION. Community Research. FP6 Instruments. Implementing the priority thematic areas of the Sixth Framework Programme EUR 20493 Community Research EUROPEAN COMMISSION FP6 Instruments Implementing the priority thematic areas of the Sixth Framework Programme EUR 20493 Sixth Framework Programme 2002-2006 Content Introduction 3 A wider

More information

Knowledge Spillovers from Multinationals to Local Firms: International and Irish Evidence

Knowledge Spillovers from Multinationals to Local Firms: International and Irish Evidence Knowledge Spillovers from Multinationals to Local Firms: International and Irish Evidence DATE 12 April 2018 VENUE ESRI, Whitaker Square, Sir John Rogerson s Quay, Dublin 2 AUTHORS Iulia Siedschlag Mattia

More information

The European Commission Mutual Learning Programme for Public Employment Services. DG Employment, Social Affairs and Inclusion PEER PES PAPER UK

The European Commission Mutual Learning Programme for Public Employment Services. DG Employment, Social Affairs and Inclusion PEER PES PAPER UK The European Commission Mutual Learning Programme for Public Employment Services DG Employment, Social Affairs and Inclusion PEER PES PAPER UK Peer Review Effective Services for Employers Paris, January

More information

MRI Device Compliance Martin Vogel, PhD Kimberley Poling Application Engineering Team Eastern USA

MRI Device Compliance Martin Vogel, PhD Kimberley Poling Application Engineering Team Eastern USA MRI Device Compliance Martin Vogel, PhD Kimberley Poling Application Engineering Team Eastern USA 1 ANSYS, Inc. September 26, Overview High simulation efficiency for MRI Method that enables a non-ee to

More information

PLATOON IDENTIFICATION SYSTEM IN CONNECTED VEHICLE ENVIRONMENT. A Thesis LU LIN

PLATOON IDENTIFICATION SYSTEM IN CONNECTED VEHICLE ENVIRONMENT. A Thesis LU LIN PLATOON IDENTIFICATION SYSTEM IN CONNECTED VEHICLE ENVIRONMENT A Thesis by LU LIN Submitted to the Office of Graduate and Professional Studies of Texas A&M University in partial fulfillment of the requirements

More information

Chasing ambulance productivity

Chasing ambulance productivity Chasing ambulance productivity Nicholas Bloom (Stanford) David Chan (Stanford) Atul Gupta (Stanford) AEA 2016 VERY PRELIMINARY 0.5 1 0.5 1 0.5 1 The paper aims to investigate the importance of management

More information

The Life-Cycle Profile of Time Spent on Job Search

The Life-Cycle Profile of Time Spent on Job Search The Life-Cycle Profile of Time Spent on Job Search By Mark Aguiar, Erik Hurst and Loukas Karabarbounis How do unemployed individuals allocate their time spent on job search over their life-cycle? While

More information

Reconsidering the Relevancy of Air Power German Air Force Development

Reconsidering the Relevancy of Air Power German Air Force Development Abstract In a dynamically changing and complex security political environment it is necessary to constantly reconsider the relevancy of air power. In these days of change, it is essential to look far ahead

More information

EUCERD Joint Action WP7 Workshop From Centres of Expertise for Rare Diseases to European Reference Networks

EUCERD Joint Action WP7 Workshop From Centres of Expertise for Rare Diseases to European Reference Networks EUCERD Joint Action WP7 Workshop From Centres of Expertise for Rare Diseases to European Reference Networks May 11-12 2014, Ministry of Health, Social Services and Equality, Madrid Spain. WP7 General Overview

More information

IMMUNE HOMEOSTASIS INNOVATION WORKSHOP: CALL FOR APPLICATIONS

IMMUNE HOMEOSTASIS INNOVATION WORKSHOP: CALL FOR APPLICATIONS IMMUNE HOMEOSTASIS INNOVATION WORKSHOP: CALL FOR APPLICATIONS If you would like to transform the future of cancer and arthritis treatment in the UK, we invite you to apply irrespective of your expertise

More information

SIP Produktion2030 Call for proposals Number 7, 2017

SIP Produktion2030 Call for proposals Number 7, 2017 1 (14) SIP Produktion2030 Call for proposals Number 7, 2017 Testbed projects for digitalisation of Swedish manufacturing industry A call for proposals within the Strategic Innovation Programme Produktion2030.

More information

Searching for explosive hazards with handheld mine detectors can be both physically SREHD SHREDS COMPETITION. the HANDHELD

Searching for explosive hazards with handheld mine detectors can be both physically SREHD SHREDS COMPETITION. the HANDHELD SREHD SCANNING SREHD s onboard stereo camera helps it maneuver through urban or rough terrain with minimal input from the human operator. The robotic system provides Soldiers the freedom to maneuver on

More information

Mark A. Doctor, PE CAREER PATH

Mark A. Doctor, PE CAREER PATH Mark A. Doctor, PE Professional Profile A career of over 27 years with the Federal Highway Administration in various transportation engineering positions with diverse experiences and accomplishments in

More information

Radiologic technologists take x rays and administer nonradioactive materials into patients bloodstreams for diagnostic purposes.

Radiologic technologists take x rays and administer nonradioactive materials into patients bloodstreams for diagnostic purposes. http://www.bls.gov/oco/ocos105.htm Radiologic Technologists and Technicians Nature of the Work Training, Other Qualifications, and Advancement Employment Job Outlook Projections Data Earnings OES Data

More information

M&S for OT&E - Examples

M&S for OT&E - Examples Example 1 Aircraft OT&E Example 3.4.1. Modeling & Simulation. The F-100 fighter aircraft will use the Aerial Combat Simulation (ACS) to support evaluations of F-100 operational effectiveness in air-to-air

More information

Introduction to missiles

Introduction to missiles Introduction to missiles 5 th Residential Workshop for Young Scholars Global Nuclear Politics and Strategy Rajaram Nagappa International Strategic & Security Studies Programme National Institute of Advanced

More information

Norwegian Programme for Research Cooperation with China (CHINOR)

Norwegian Programme for Research Cooperation with China (CHINOR) Norwegian Programme for Research Cooperation with China (CHINOR) Programme to promote research cooperation between China and Norway Work Programme 2009-2017 1. Introduction The Norwegian Programme for

More information

A Stochastic Programming Approach for Integrated Nurse Staffing and Assignment

A Stochastic Programming Approach for Integrated Nurse Staffing and Assignment A Stochastic Programming Approach for Integrated Nurse Staffing and Assignment Prattana Punnakitikashem 1, Jay M. Rosenberger 1, Deborah Buckley Behan 2 1 Department of Industrial and Manufacturing Systems

More information

Absenteeism and Nurse Staffing

Absenteeism and Nurse Staffing Abstract number: 025-1798 Absenteeism and Nurse Staffing Wen-Ya Wang, Diwakar Gupta Industrial and Systems Engineering Program University of Minnesota, Minneapolis, MN 55455 wangx665@me.umn.edu, gupta016@me.umn.edu

More information

The Optimal Resource Allocation in Stochastic Activity Networks via The Electromagnetism Approach: a platform implementation in Java.

The Optimal Resource Allocation in Stochastic Activity Networks via The Electromagnetism Approach: a platform implementation in Java. The Optimal Resource Allocation in Stochastic Activity Networks via The Electromagnetism Approach: a platform implementation in Java. Anabela P. Tereso anabelat@dps.uminho.pt Rui A. Novais rui.fafe@gmail.com

More information

Quality Management Training for Blood Transfusion Services

Quality Management Training for Blood Transfusion Services EHT/05.03 E Restricted Quality Management Training for Blood Transfusion Services Modules 13 15 This publication forms part of a series of training materials developed specifically for use in WHO Quality

More information

Guided Study Program in System Dynamics System Dynamics in Education Project System Dynamics Group MIT Sloan School of Management 1

Guided Study Program in System Dynamics System Dynamics in Education Project System Dynamics Group MIT Sloan School of Management 1 Guided Study Program in System Dynamics System Dynamics in Education Project System Dynamics Group MIT Sloan School of Management 1 Assignment #26 Reading Assignment: Please refer to Road Maps 8: A Guide

More information

Communication Strategy

Communication Strategy ANNEX III. INFORMATION AND COMMUNICATION STRATEGY AND ANNUAL INFORMATION AND COMMUNICATION PLAN FOR 2016 Managing Authority Ministry of Regional Development and Public Administration Communication Strategy

More information

COMPANY CONSULTING Terms of Reference Development of an Open Innovation Portal for UTFSM FSM1402 Science-Based Innovation FSM1402AT8 I.

COMPANY CONSULTING Terms of Reference Development of an Open Innovation Portal for UTFSM FSM1402 Science-Based Innovation FSM1402AT8 I. COMPANY CONSULTING Terms of Reference Development of an Open Innovation Portal for UTFSM FSM1402 Science-Based Innovation FSM1402AT8 I. BACKGROUND 1.1 General overview of the project in which the Consulting

More information

POSITION PAPER BY ALL CWE NRAs on THE CWE TSOs PROPOSAL for A FB IDCC METHODOLOGY

POSITION PAPER BY ALL CWE NRAs on THE CWE TSOs PROPOSAL for A FB IDCC METHODOLOGY POSITION PAPER BY ALL CWE NRAs on THE CWE TSOs PROPOSAL for A FB IDCC METHODOLOGY 15 September 2017 1 Context The implementation of DA FB MC in the Central West Europe (CWE) region started on the basis

More information

English devolution deals

English devolution deals Report by the Comptroller and Auditor General Department for Communities and Local Government and HM Treasury English devolution deals HC 948 SESSION 2015-16 20 APRIL 2016 4 Key facts English devolution

More information

Differences in employment histories between employed and unemployed job seekers

Differences in employment histories between employed and unemployed job seekers 8 Differences in employment histories between employed and unemployed job seekers Simonetta Longhi Mark Taylor Institute for Social and Economic Research University of Essex No. 2010-32 21 September 2010

More information

Improving Patient s Satisfaction at Urgent Care Clinics by Using Simulation-based Risk Analysis and Quality Improvement

Improving Patient s Satisfaction at Urgent Care Clinics by Using Simulation-based Risk Analysis and Quality Improvement MPRA Munich Personal RePEc Archive Improving Patient s Satisfaction at Urgent Care Clinics by Using Simulation-based Risk Analysis and Quality Improvement Sahar Sajadnia and Elham Heidarzadeh M.Sc., Industrial

More information

Linking research and standardization. Integrating standards in your research project: a pocket guide for project proposers

Linking research and standardization. Integrating standards in your research project: a pocket guide for project proposers Linking research and standardization Integrating standards in your research project: a pocket guide for project proposers Table of contents Things you need to know about standards... 3 Who are we?... 4

More information

Mission Profile Analysis

Mission Profile Analysis Chapter 12 Mission Profile Analysis 321 Chapter 12 Mission Profile Analysis RAM Commander provides a mission profile analysis module that simulates the product tree under varying conditions. Define a mission

More information

WCE CURRICULUM CONTENT

WCE CURRICULUM CONTENT WCE CURRICULUM CONTENT MODULES & COURSES & TIMING Admission Group 2017-2019 WCE Curriculum WCE curriculum is mainly organized by ITEE Faculty s CWC Radio Technologies (CWC-RT) research unit CWC Networks

More information

The West-German Proton Therapy Center Essen. Facility Start up. Dirk Geismar West-German Proton Therapy Center Essen

The West-German Proton Therapy Center Essen. Facility Start up. Dirk Geismar West-German Proton Therapy Center Essen The West-German Proton Therapy Center Essen Facility Start up Dirk Geismar West-German Proton Therapy Center Essen Why protons? We believe it s better for many of our patients. Improvement of outcome through

More information

A Care Coordination Model for Value-Based Performance Programs

A Care Coordination Model for Value-Based Performance Programs A Care Coordination Model for Value-Based Performance Programs Richard S. Chung, MD Chief Clinical Officer APS Healthcare 8th National Pay for Performance (P4P) Summit February 20, 2013 Hyatt Regency Hotel,

More information

Healthcare exceptionalism in a non-market system: hospitals performance, labor supply, and allocation in Denmark

Healthcare exceptionalism in a non-market system: hospitals performance, labor supply, and allocation in Denmark Healthcare exceptionalism in a non-market system: hospitals performance, labor supply, and allocation in Denmark Anne-Line Helsø, Nicola Pierri, and Adelina Wang Copenhagen University, Stanford University

More information

Service offshoring and wages: worker-level evidence from Italy

Service offshoring and wages: worker-level evidence from Italy Service offshoring and wages: worker-level evidence from Italy Elisa Borghi Università Carlo Cattaneo - LIUC Rosario Crinò Centro de Estudios Monetarios y Financieros (CEMFI) Final Workshop MIUR-PRIN Project

More information

Envisioning enhanced primary care in Singapore: a group model building approach

Envisioning enhanced primary care in Singapore: a group model building approach Envisioning enhanced primary care in Singapore: a group model building approach 2 nd Asia-Pacific Region System Dynamics Conference John P. Ansah, PhD Assistant Professor Program in Health Services and

More information

Single Proportion Example T26S, R12W, W.M. S W ch.

Single Proportion Example T26S, R12W, W.M. S W ch. Single Proportion Example T26S, R12W, W.M.? S 89 39 W 79.55 ch. Reduce record and retraced to cardinal equivalents. Sec. 23 Total W-E ompare apples to apples eliminate the influence of hard skew bearings.

More information

Inferring Hospital Quality from Patient Discharge Records Using a Bayesian Selection Model

Inferring Hospital Quality from Patient Discharge Records Using a Bayesian Selection Model Inferring Hospital Quality from Patient Discharge Records Using a Bayesian Selection Model John Geweke Departments of Economics and Statistics University of Iowa John-geweke@uiowa.edu Gautam Gowrisankaran

More information

Analysis of Nursing Workload in Primary Care

Analysis of Nursing Workload in Primary Care Analysis of Nursing Workload in Primary Care University of Michigan Health System Final Report Client: Candia B. Laughlin, MS, RN Director of Nursing Ambulatory Care Coordinator: Laura Mittendorf Management

More information

Factorial Design Quantifies Effects of Hand Hygiene and Nurse-to-Patient Ratio on MRSA Acquisition

Factorial Design Quantifies Effects of Hand Hygiene and Nurse-to-Patient Ratio on MRSA Acquisition Factorial Design Quantifies Effects of Hand Hygiene and Nurse-to-Patient atio on MSA Acquisition Sean Barnes Bruce Golden University of Maryland, College Park Edward Wasil American University Jon P. Furuno

More information

Physician / Investigator. Over 40% of clinical trial data are entered into health record and EDC 1

Physician / Investigator. Over 40% of clinical trial data are entered into health record and EDC 1 EHR4CR AN INNOVATIVE PLATFORM AND BUSINESS MODEL ACDM Annual Conference, 9 Richard Perkins, eclinical Forum Electronic Health Records for Clinical Research 1 Industry-centric growth in ICT 57% of R&D investment

More information

Session 3 Highway Safety Manual General Overview. Joe Santos, PE, FDOT, State Safety Office November 6, 2013

Session 3 Highway Safety Manual General Overview. Joe Santos, PE, FDOT, State Safety Office November 6, 2013 Session 3 Highway Safety Manual General Overview Joe Santos, PE, FDOT, State Safety Office November 6, 2013 Workshop Series Wed. Oct. 30 Wed. Nov. 6 Wed. Nov. 13 Wed. Nov. 20 Wed. Dec 4 Wed. Dec. 11 Wed.

More information

Preanalytical Errors in Laboratory - Their Consequences and Measures to Reduce Them

Preanalytical Errors in Laboratory - Their Consequences and Measures to Reduce Them Preanalytical Errors in Laboratory - Their Consequences and Measures to Reduce Them Tazeen Farooqui, Student of MBA (HM), College of Hospital Administration, TMU, Moradabad Email:-tazeenfarooqui01@gmail.com

More information

Experimenting into the future Mr Ed Gough Deputy Commander Naval Meteorology and Oceanography Command

Experimenting into the future Mr Ed Gough Deputy Commander Naval Meteorology and Oceanography Command Naval Oceanography Experimenting into the future Mr Ed Gough Deputy Commander Naval Meteorology and Oceanography Command After Before Meteorology & Oceanography Strategic Plan Meteorology & Oceanography

More information

An Application of Factorial Design to Compare the Relative Effectiveness of Hospital Infection Control Measures

An Application of Factorial Design to Compare the Relative Effectiveness of Hospital Infection Control Measures An Application of Factorial Design to Compare the elative Effectiveness of Hospital Infection Control Measures Sean Barnes Bruce Golden University of Maryland, College Park Edward Wasil American University

More information

Healthcare- Associated Infections in North Carolina

Healthcare- Associated Infections in North Carolina 2012 Healthcare- Associated Infections in North Carolina Reference Document Revised May 2016 N.C. Surveillance for Healthcare-Associated and Resistant Pathogens Patient Safety Program N.C. Department of

More information

INDUSTRY STUDIES ASSOCATION WORKING PAPER SERIES

INDUSTRY STUDIES ASSOCATION WORKING PAPER SERIES INDUSTRY STUDIES ASSOCATION WORKING PAPER SERIES Proximity and Software Programming: IT Outsourcing and the Local Market By Ashish Arora Software Industry School Heinz School Carnegie Mellon University

More information

Package interim. July 12, 2017

Package interim. July 12, 2017 Package interim July 12, 2017 Title Scheduling Interim Analyses in Clinical Trials Version 0.7.0 Author Katharina Mueller, Hermann Kulmann Maintainer Hermann Kulmann Allows

More information