Nuclear data and modelling for monitoring compliance with the Comprehensive Test Ban Treaty

Size: px
Start display at page:

Download "Nuclear data and modelling for monitoring compliance with the Comprehensive Test Ban Treaty"

Transcription

1 Nucear data and modeing for monitoring compiance with the Comprehensive Test Ban Treaty R Britton, A Davies UK Radionucide Laboratory GBL15 rich.britton@awe.co.uk, ashey.davies@awe.co.uk

2 Overview Introduction CTBTO GBL15 Exampe Measurements Key Radionucide signatures Compton Suppression Cosmic Suppression Monte-Caro Modeing Detector Characterisations Design Studies Summary

3 The CTBT bans a nucear exposions on Earth whether for miitary or peacefu purposes Verification Technoogies

4 The Internationa Monitoring System RN68 Tristan da Cunha RN67 St Heena RN69 Antarctica RN66 BIOT

5 GBL15 AWE hosts the UK Radionucide aboratory (GBL15) in support of the CTBT Many years experience of carrying out radionucide measurements and diagnosis supporting UK s nucear test programme (AGT/UGTs) Sampes were sent from distant nucear test sites for anaysis of fission and activation products, and residua device materias 2004 certified by CTBTO as GBL15 and part of Internationa Monitoring System Utra ow-background detectors for routine anaysis 2 x BE5030, 2 x BE6530, 1 x 93% eff. extended p-type Research and non-ctbt detectors 3 x Compton suppression, 1 x cosmic veto, 1 x Gamma-Gamma coincidence system, 10 x HPGe

6 Radioogica and Nucear Forensics To further deveop capabiities from pre and post-detonation scenarios What is it? Where is it from? Who is invoved? Where has it been?

7 Laboratory instrumentation Apha spectrometry Apha Anayst (x 24 PIPS) Portabe units (x 3 dua) Apha/Beta imatics (x 3) isoo (x 3) Liquid scintiation Quantuus 1220 Radon mobie aboratory SAUNA Radioxenon Laboratory

8 Key Radionucide Signatures Three types of reease in a nucear exposion fue products, fission products and activation products Detection probabiities must consider: The amount of RA materia reeased The haf-ife of the radioisotopes The type & branching ratios of the decay radiation Key nucides incude Pu, Cs, Ba, La, Np, I, Zr, Mo, Tc, Ru, Ce, Am

9 Research systems

10 Cosmic veto Athough ead shieding reduces the gamma-background, it increases cosmic-ray interactions and the cosmicbackground. Reduction of this component is achievabe by: 1.Instaation of the gamma-spectrometer in an underground aboratory 2.Increasing the overburden above the detector 3.Using a cosmic veto device such as pastic scintiation pates surrounding the ead shieding in anti-coincidence with the primary detector Counts A gamma-spectrum shows peaks at 595.9, and kev attributabe to prompt neutron capture reactions. The spectra was coected over 63 days Energy (MeV) A cosmic radiation spectrum measured using a BC408 pastic detector. Davies AV, Burnett JL (2012) JRNC, Vo 292-3, pp 1007

11 Cosmic veto Version 3.0 Hardware gating using two Lynx MCAs Canberra extended p-type HPGe detector within ow-background graded shied Surrounded by five 55 cm x 55 cm Bicron BC408 pastic scintiation pates. Combined contro using Canberra Lynx MCAs with pre-ampifiers. Hardware gating for rea-time processing.. Gate Inside an extended range p-type detector HPGe ICR Scintiation pates

12 Background reduction 7-day background spectra reduced by a mean of 75.2%. Reduction of Ge neutron capture peaks by %. Davies AV, Burnett JL (2013) JRNC, Vo 298-2, pp 987

13 MDA improvement During 5-day count, MDA for 85 CTBT radionucides improved by % with mean of 45.6%. Ba-140 MDA of 19.2 mbq (2 days) and 11.3 mbq (7 days). This compares to 35.9 mbq and 21.7 mbq. Ba-140 MDA of 24 mbq at 1.5 days. MDAs for Zr-95, Mo-99, Ce-141 and Nd-147 improved by 52.7%, 37.3%, 38.5% and 52.1% after 7 days. MDAs for I-131, Cs-134 and Cs-137 improved by 42.0%, 46.6% and 49.5%. MDA improvements for the 85 CTBT radionucides after 5 days. Some key indicators of nucear weapons tests (back diamonds) and the Fukushima incident (grey squares) are abeed. Davies AV, Burnett JL (2013) JRNC, Vo 298-2, pp 987

14 Upgrade of RN67 St Heena

15 What is Compton suppression? Typicay consists of a high-resoution Ge detector couped with an anti-compton NaI(T) shied. The shied aows the veto of Compton scattered events, where the fu energy of an incident gamma-photon is not competey absorbed by the Ge detector. The NaI(T) shied measures the escaping scattered photon, aowing simutaneous (Ge + NaI) Compton background events to be rejected. This produces significant suppression of the Compton background and a arge increase in the measured peak to background ratio.

16 Configuration Hardware gating for rea-time processing Utiise Canberra Lynx MCA with no dedicated coincidence eectronics Easiy configurabe and cost effective soution Additiona time-stamping functionaity Gate HPGe ICR NaI(T)

17 Improved sensitivity Produces a step-change in detection sensitivity Used by AWE for measurement of compex mixtures of radionucides Unsuppressed sampe Suppressed sampe The improved sensitivity offers potentia advantages for sampes containing mutipe interferences, incuding high yied fission products and their daughters such as Ba-140 (La-140) and Te-132 (I-132)

18 CTBT sampes Using SRID (suppression on/off) Compton suppression reduced background by 28 %. Suppression factors of increasing with energy. Improved MDA vaues typicay by 40 %. Probem True coincidence summing Cascade summing occurs when a singe nucear disintegration emits two or more photons and one is observed in the Ge detector. The NaI detector may measure the second photon escaping from the Ge crysta and reject the initia photon by Compton suppression. For any radionucide subject to summing, this sha produce a oss of measured counts and apparent reduction in detection efficiency. Appication for non-summing radionucides. Of the 85 CTBT radionucides, 52 are subject to true coincidence summing and are measured with reduced efficiency using the Compton suppression detector.

19 Fukushima incident Detection imits for Ba-140 reduced from 37 mbq to 25 mbq 134Cs 609 KeV gamma in cascade peak areas reduced ~ Counts 131I No cascade gamma s peak areas remain the same. Baseine reduced ~ Energy K 1000 Counts Counts Counts Energy KeV Energy KeV Energy KeV

20 PTE sampe 91Y Peak uncertainty unsuppressed Typica Compton Reduction Suppression factor of Suppressed 11.5% 3.4% Counts Energy (kev)

21 Monte-Caro Simuations Monte-Caro simuations rey upon repeated random samping to provide numerica resuts GEANT4/MCNPX are Monte-Caro tookits that simuate the passage of partices through matter Why? Better understanding of detectors Aows us to test unusua configurations & focus any future detector designs on our specific requirements Simuations are free, buiding test detectors is both expensive and time consuming How? Create simuations using Monte Caro package Test and vaidate these against existing detectors Use these modes to deveop new detector configurations A these are argey reiant on the nucear data ibraries upon which they are buit!

22 Exampe Simuations We can test scenarios that are inaccessibe in the aboratory X-ray reduction improved by a factor of 10 Compton Scattering of the source contributes 10x more events to the spectra than x-rays Cosmic muons increase the background rate as the amount of shieding increases however the overa effect is to reduce the background Britton R, Burnett JL, Davies AV, Regan PH (2013) JRNC, Vo 298-3, pp 1491

23 Simuating Compton Suppression To design a new system, Monte-Caro modes must be vaidated against existing systems GEANT4 modes were created for NaI(T) detectors Achieved agreement between data and simuation of greater than 91% from kev Britton R, Burnett JL, Davies AV, Regan PH (2012) JRNC, Vo 295-1, pp 573

24 Simuating Compton Suppression Moved onto HPGe crystas Used more advanced features of GEANT4 This was optimised and vaidated against experimenta data, achieving agreement >97% Britton R, Burnett JL, Davies AV, Regan PH (2012) JRNC, Vo 295-3, pp 2035

25 Simuating Compton Suppression Buit GEANT4 simuations of our Compton Suppression system Resuts show exceent agreement for a Broad-energy HPGE (BEGe) detector in conjunction with a NaI(T) guard detector Britton R, Burnett JL, Davies AV, Regan PH (2014) JRNC, Vo 300-3, pp 1253

26 Coincidence system corrections Cascade Summing corrections often have to be appied to radionucide abundance cacuations to account for summing out of summing in of each peak GEANT4 modes must aso reproduce this effect to be vaid It is aso crucia to be abe to mode this when simuating a fu Compton Suppression system Britton R, Burnett JL, Davies AV, Regan PH (2015) JRNC, Vo 299-1, pp 447

27 Coincidence system corrections Coincidence systems suffer from mutipe probems, incuding time-wak of ow-energy events and accidenta coincidences By coecting a data in ist-mode, it can be reprocessed to extract far more coincidence information than is typicay avaiabe Routines have been deveoped to correct for these effects Deay gate width reduced by 18.4% with timewak correction Effective remova of accidenta coincidences resuted in ~100% of 'accidenta' signas being removed Britton R, Burnett JL, Davies AV, Regan PH (2015) NIMA, Vo 769, pp 20

28 Coincidence system corrections Coincidence systems suffer from mutipe probems, incuding time-wak of ow-energy events and accidenta coincidences By coecting a data in ist-mode, it can be reprocessed to extract far more coincidence information than is typicay avaiabe Routines have been deveoped to correct for these effects Deay gate width reduced by 18.4% with timewak correction Effective remova of accidenta coincidences resuted in ~100% of 'accidenta' signas being removed Britton R, Burnett JL, Davies AV, Regan PH (2015) NIMA, Vo 769, pp 20

29 Improving the Current System Vaidated GEANT4 modes were utiised to design a new system Based upon od design, primary and secondary detectors were optimised Guard materia changed to BGO Additiona base guard detector to veto high energy gamma radiation that penetrates the system Resuted in substantia improvement in sensitivity for a range of nucides over current system (factor of 10) Primary detector - Britton R, Burnett J, Davies A, Regan P (2014) J Env Rad, Vo 134, pp 1 Secondary detector - Britton R, Burnett J, Davies A, Regan P (2014) NIMA, Vo 762, pp 42

30 Summary

31 Thank you

MVS. Multichannel Verification System

MVS. Multichannel Verification System MVS Mutichanne Verification System Increase iquid handing quaity with easy, reiabe performance verification. Are your iquid handers transferring critica voumes accuratey and precisey? Woud you know if

More information

Introduction to Environmental Measurement Techniques Radioactivity. Dana Pittauer 1of 48

Introduction to Environmental Measurement Techniques Radioactivity. Dana Pittauer 1of 48 Introduction to Environmental Measurement Techniques 2016 Radioactivity Dana Pittauer (dpittauer@marum.de) 1of 48 Introduction Radioisotopes are of interest in environmental physics for several reasons:

More information

Coincidence gamma-ray spectrometry

Coincidence gamma-ray spectrometry Downloaded from orbit.dtu.dk on: Dec 28, 2018 Coincidence gamma-ray spectrometry Markovic, Nikola; Roos, Per; Nielsen, Sven Poul Published in: Proceedings of the 11th Symposium of the Croatian

More information

Compton suppression spectrometry

Compton suppression spectrometry Compton suppression spectrometry In gamma ray spectrometry performed with High-purity Germanium detectors (HpGe), the detection of low intensity gamma ray lines is complicated by the presence of Compton

More information

Model Calculation of n + 6 Li Reactions Below 20 MeV

Model Calculation of n + 6 Li Reactions Below 20 MeV Commun. Theor. Phys. (Beijing, China) 36 (2001) pp. 437 442 c Internationa Academic Pubishers Vo. 36, No. 4, October 15, 2001 Mode Cacuation of n + 6 Li Reactions Beow 20 MeV ZHANG Jing-Shang and HAN Yin-Lu

More information

2010 Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies

2010 Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies DESIGN AND MODELING OF A COMPTON-SUPPRESSED PHOSWICH DETECTOR FOR RADIOXENON MONITORING Abi T. Farsoni and David M. Hamby Oregon State University Sponsored by the National Nuclear Security Administration

More information

Low-background aspects of GERDA

Low-background aspects of GERDA Low-background aspects of GERDA Hardy Simgen Cick to edit Master subtite stye Max-Panck-Institut für Kernphysik / Heideberg on behaf of the GERDA coaboration H. Simgen, MPIK Heideberg, LRT Outine Introduction

More information

A Simple and Efficient Algorithm of 3-D Single-Source Localization with Uniform Cross Array Bing Xue 1 2 a) * Guangyou Fang 1 2 b and Yicai Ji 1 2 c)

A Simple and Efficient Algorithm of 3-D Single-Source Localization with Uniform Cross Array Bing Xue 1 2 a) * Guangyou Fang 1 2 b and Yicai Ji 1 2 c) A Simpe Efficient Agorithm of 3-D Singe-Source Locaization with Uniform Cross Array Bing Xue a * Guangyou Fang b Yicai Ji c Key Laboratory of Eectromagnetic Radiation Sensing Technoogy, Institute of Eectronics,

More information

Overview of Current Radioxenon Research

Overview of Current Radioxenon Research Overview of Current Radioxenon Research C. Sivels 1, T. Cousins 1, S. Clarke 1, S. Pozzi 1, J. McIntyre 2, A. Prinke 2, E. Padovani 3 1 University of Michigan, Department of Nuclear Engineering and Radiological

More information

International Journal of Mass Spectrometry

International Journal of Mass Spectrometry Internationa Journa of Mass Spectrometry 280 (2009) 179 183 Contents ists avaiabe at ScienceDirect Internationa Journa of Mass Spectrometry journa homepage: www.esevier.com/ocate/ijms Stark mixing by ion-rydberg

More information

Gamma-Spectrum Generator

Gamma-Spectrum Generator 1st Advanced Training Course ITCM with NUCLEONICA, Karlsruhe, Germany, 22-24 April, 2009 1 Gamma-Spectrum Generator A.N. Berlizov ITU - Institute for Transuranium Elements Karlsruhe - Germany http://itu.jrc.ec.europa.eu/

More information

Chemical Kinetics Part 2

Chemical Kinetics Part 2 Integrated Rate Laws Chemica Kinetics Part 2 The rate aw we have discussed thus far is the differentia rate aw. Let us consider the very simpe reaction: a A à products The differentia rate reates the rate

More information

AST 418/518 Instrumentation and Statistics

AST 418/518 Instrumentation and Statistics AST 418/518 Instrumentation and Statistics Cass Website: http://ircamera.as.arizona.edu/astr_518 Cass Texts: Practica Statistics for Astronomers, J.V. Wa, and C.R. Jenkins, Second Edition. Measuring the

More information

Interactive Web Accessible Gamma-Spectrum Generator & EasyMonteCarlo Tools

Interactive Web Accessible Gamma-Spectrum Generator & EasyMonteCarlo Tools 10th Nuclear Science Training Course with NUCLEONICA, Cesme, Turkey, 8-10 October, 2008 1 Interactive Web Accessible Gamma-Spectrum Generator & EasyMonteCarlo Tools A.N. Berlizov ITU - Institute for Transuranium

More information

Procedure for the continuously monitoring of artificial total gamma activity concentration in seawater

Procedure for the continuously monitoring of artificial total gamma activity concentration in seawater Procedure for the continuousy monitoring of artificia tota gamma activity concentration in seawater D--GESAMT-MWASS-01 Authors: H.-J. Gabrie I. Goroncy J. Herrmann H. Nies Ch. Wedekind Federa coordinating

More information

Interconnect effects on performance of Field Programmable Analog Array

Interconnect effects on performance of Field Programmable Analog Array nterconnect effects on performance of Fied Programmabe Anaog Array D. Anderson,. Bir, O. A. Pausinsi 3, M. Spitz, K. Reiss Motoroa, SPS, Phoenix, Arizona, USA, University of Karsruhe, Karsruhe, Germany,

More information

The Compact Muon Solenoid Experiment. Conference Report. Mailing address: CMS CERN, CH-1211 GENEVA 23, Switzerland

The Compact Muon Solenoid Experiment. Conference Report. Mailing address: CMS CERN, CH-1211 GENEVA 23, Switzerland Avaiabe on CMS information server CMS CR -7/7 he Compact Muon Soenoid Experiment Conference Report Maiing address: CMS CERN, CH- GENEVA, Switzerand September 7 (v, 8 September 7) Search for EWK production

More information

Chemical Kinetics Part 2. Chapter 16

Chemical Kinetics Part 2. Chapter 16 Chemica Kinetics Part 2 Chapter 16 Integrated Rate Laws The rate aw we have discussed thus far is the differentia rate aw. Let us consider the very simpe reaction: a A à products The differentia rate reates

More information

Unconditional security of differential phase shift quantum key distribution

Unconditional security of differential phase shift quantum key distribution Unconditiona security of differentia phase shift quantum key distribution Kai Wen, Yoshihisa Yamamoto Ginzton Lab and Dept of Eectrica Engineering Stanford University Basic idea of DPS-QKD Protoco. Aice

More information

Combining reaction kinetics to the multi-phase Gibbs energy calculation

Combining reaction kinetics to the multi-phase Gibbs energy calculation 7 th European Symposium on Computer Aided Process Engineering ESCAPE7 V. Pesu and P.S. Agachi (Editors) 2007 Esevier B.V. A rights reserved. Combining reaction inetics to the muti-phase Gibbs energy cacuation

More information

Introduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled.

Introduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled. imuation of the acoustic fied produced by cavities using the Boundary Eement Rayeigh Integra Method () and its appication to a horn oudspeaer. tephen Kirup East Lancashire Institute, Due treet, Bacburn,

More information

Traffic data collection

Traffic data collection Chapter 32 Traffic data coection 32.1 Overview Unike many other discipines of the engineering, the situations that are interesting to a traffic engineer cannot be reproduced in a aboratory. Even if road

More information

T.C. Banwell, S. Galli. {bct, Telcordia Technologies, Inc., 445 South Street, Morristown, NJ 07960, USA

T.C. Banwell, S. Galli. {bct, Telcordia Technologies, Inc., 445 South Street, Morristown, NJ 07960, USA ON THE SYMMETRY OF THE POWER INE CHANNE T.C. Banwe, S. Gai {bct, sgai}@research.tecordia.com Tecordia Technoogies, Inc., 445 South Street, Morristown, NJ 07960, USA Abstract The indoor power ine network

More information

Week 7: Ch. 10 Spec. w/ Scintillation Ctrs. Photomultiplier Devices

Week 7: Ch. 10 Spec. w/ Scintillation Ctrs. Photomultiplier Devices Week 7: Ch. 0 Spec. w/ Scintillation Ctrs. multiplier Devices Spectroscopy with Scint. Counters -- gamma-ray interactions, reprise -- observed spectra --- spectral components, backscatter --- summing --

More information

Single Channel Beta-Gamma Coincidence Detection of Radioactive Xenon Using Digital Pulse Shape Analysis of Phoswich Detector Signals

Single Channel Beta-Gamma Coincidence Detection of Radioactive Xenon Using Digital Pulse Shape Analysis of Phoswich Detector Signals Single Channel Beta-Gamma Coincidence Detection of Radioactive Xenon Using Digital Pulse Shape Analysis of Phoswich Detector Signals Wolfgang Hennig, Hui Tan, William K Warburton, and Justin I McIntyre

More information

Björn Lehnert. Search for double beta decays of palladium isotopes into excited states

Björn Lehnert. Search for double beta decays of palladium isotopes into excited states Search for double beta decays of palladium isotopes into excited states INTERNATIONAL SCHOOL OF NUCLEAR PHYSICS 35th Course Erice 23/09/2013 Björn Lehnert Institut für Kern- und Teilchenphysik Outline

More information

MINOS Layout. Gary Feldman SLAC Summer Institute August

MINOS Layout. Gary Feldman SLAC Summer Institute August MINOS Layout Gary Fedman SLAC Summer Institute 14-5 August 000 89 MINOS Far Detector 8m octagona tracking caorimeter 486 ayers of 1 in iron pates 4.1 cm-wide scintiator strips with WLS fiber readout, read

More information

A GENERAL METHOD FOR EVALUATING OUTAGE PROBABILITIES USING PADÉ APPROXIMATIONS

A GENERAL METHOD FOR EVALUATING OUTAGE PROBABILITIES USING PADÉ APPROXIMATIONS A GENERAL METHOD FOR EVALUATING OUTAGE PROBABILITIES USING PADÉ APPROXIMATIONS Jack W. Stokes, Microsoft Corporation One Microsoft Way, Redmond, WA 9852, jstokes@microsoft.com James A. Ritcey, University

More information

Compton Imaging with Coincidence Measurements for Treaty Verification Purposes

Compton Imaging with Coincidence Measurements for Treaty Verification Purposes 1 Compton Imaging with Coincidence Measurements for Treaty Verification Purposes Scott Wandel, The Pennsylvania State University Abstract Nuclear arms control is a cooperative effort among many government

More information

Pöschl Teller model for the total cross-section of neutron scattering from 232 Th

Pöschl Teller model for the total cross-section of neutron scattering from 232 Th Indian Journa of Pure & Appied Physics Vo. 50, May 01, pp. 89-94 Pösch Teer mode for the tota cross-section of neutron scattering from 3 Th J Joseph Jeremiah & B M Jyrwa* Department of Physics, North Eastern

More information

Nonlinear Gaussian Filtering via Radial Basis Function Approximation

Nonlinear Gaussian Filtering via Radial Basis Function Approximation 51st IEEE Conference on Decision and Contro December 10-13 01 Maui Hawaii USA Noninear Gaussian Fitering via Radia Basis Function Approximation Huazhen Fang Jia Wang and Raymond A de Caafon Abstract This

More information

28th Seismic Research Review: Ground-Based Nuclear Explosion Monitoring Technologies DESIGN OF A PHOSWICH WELL DETECTOR FOR RADIOXENON MONITORING

28th Seismic Research Review: Ground-Based Nuclear Explosion Monitoring Technologies DESIGN OF A PHOSWICH WELL DETECTOR FOR RADIOXENON MONITORING DESIGN OF A PHOSWICH WELL DETECTOR FOR RADIOXENON MONITORING W. Hennig 1, H. Tan 1, A. Fallu-Labruyere 1, W. K. Warburton 1, J. I. McIntyre 2, A. Gleyzer 3 XIA, LLC 1, Pacific Northwest National Laboratory

More information

Overview about the Work with Liquid Scintillators

Overview about the Work with Liquid Scintillators Overview about the Work with Liquid Scintillators Today: Experimental Setups to determine the properties of liquid scintillators Patrick Pfahler Research visit,rio de Janeiro 2007 Institute for astroparticle

More information

NGN PhD Studentship Proposal

NGN PhD Studentship Proposal NGN PhD Studentship Proposal Note that proposals will be assessed against both the quality of the scientific content and of the proposed training experience. Proposed supervisors (lead first) Dr Laura

More information

Basic hands-on gamma calibration for low activity environmental levels

Basic hands-on gamma calibration for low activity environmental levels Basic hands-on gamma calibration for low activity environmental levels Iolanda Osvath Presented by Mats Eriksson Environment Laboratories Marine Environment Laboratories, Monaco Radiometrics Laboratory

More information

MULTI-PERIOD MODEL FOR PART FAMILY/MACHINE CELL FORMATION. Objectives included in the multi-period formulation

MULTI-PERIOD MODEL FOR PART FAMILY/MACHINE CELL FORMATION. Objectives included in the multi-period formulation ationa Institute of Technoogy aicut Department of echanica Engineering ULTI-PERIOD ODEL FOR PART FAILY/AHIE ELL FORATIO Given a set of parts, processing requirements, and avaiabe resources The objective

More information

29th Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies

29th Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies CHARACTERIZATION OF PHOSWICH WELL DETECTORS FOR RADIOXENON MONITORING Wolfgang Hennig 1, Hui Tan 1, William K. Warburton 1, Anthony Fallu-Labruyere 1, Konstantin Sabourov 1, Justin I. McIntyre 2, Matthew

More information

DOE RADIONUCLIDE MONITORING SYSTEMS FOR CTBT VERIFICATION

DOE RADIONUCLIDE MONITORING SYSTEMS FOR CTBT VERIFICATION DOE RADIONUCLIDE MONITORING SYSTEMS FOR CTBT VERIFICATION R. W. Perkins H. S. Miley, and W. K. Hensley Pacific Northwest Laboratory Richland, Washington Contract No. DE-AC06-76RLO 1830 Sponsored by the

More information

A Brief Introduction to Markov Chains and Hidden Markov Models

A Brief Introduction to Markov Chains and Hidden Markov Models A Brief Introduction to Markov Chains and Hidden Markov Modes Aen B MacKenzie Notes for December 1, 3, &8, 2015 Discrete-Time Markov Chains You may reca that when we first introduced random processes,

More information

Laboratory Exercise 1: Pendulum Acceleration Measurement and Prediction Laboratory Handout AME 20213: Fundamentals of Measurements and Data Analysis

Laboratory Exercise 1: Pendulum Acceleration Measurement and Prediction Laboratory Handout AME 20213: Fundamentals of Measurements and Data Analysis Laboratory Exercise 1: Penduum Acceeration Measurement and Prediction Laboratory Handout AME 20213: Fundamentas of Measurements and Data Anaysis Prepared by: Danie Van Ness Date exercises to be performed:

More information

A NEW GENERATION OF GAMMA-RAY TELESCOPE

A NEW GENERATION OF GAMMA-RAY TELESCOPE A NEW GENERATION OF GAMMA-RAY TELESCOPE Aleksandar GOSTOJIĆ CSNSM, Orsay, France 11 th Russbach School on Nuclear Astrophysics, March 2014. Introduction: Gamma-ray instruments GROUND BASED: ENERGY HIGHER

More information

D. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France

D. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France SIMULATION OF EDDY CURRENT INSPECTION INCLUDING MAGNETIC FIELD SENSOR SUCH AS A GIANT MAGNETO-RESISTANCE OVER PLANAR STRATIFIED MEDIA COMPONENTS WITH EMBEDDED FLAWS D. Préme, J.M. Decitre and G. Pichenot

More information

Mn FROM NEUTRON SPECTRA B.V. Zhuravlev, A.A. Lychagin, N.N.Titarenko, V.G. Demenkov, V.I. Trykova

Mn FROM NEUTRON SPECTRA B.V. Zhuravlev, A.A. Lychagin, N.N.Titarenko, V.G. Demenkov, V.I. Trykova NUCLAR LVL DNSITIS OF 47 V 48 V 49 V 53 Mn 54 Mn FROM NUTRON SPCTRA B.V. Zhuravev A.A. Lychagin N.N.Titarenko V.G. Demenkov V.I. Trykova State Scientific Center of Russian Federation - Institute for Physics

More information

Appendix A: MATLAB commands for neural networks

Appendix A: MATLAB commands for neural networks Appendix A: MATLAB commands for neura networks 132 Appendix A: MATLAB commands for neura networks p=importdata('pn.xs'); t=importdata('tn.xs'); [pn,meanp,stdp,tn,meant,stdt]=prestd(p,t); for m=1:10 net=newff(minmax(pn),[m,1],{'tansig','purein'},'trainm');

More information

Statistical Learning Theory: A Primer

Statistical Learning Theory: A Primer Internationa Journa of Computer Vision 38(), 9 3, 2000 c 2000 uwer Academic Pubishers. Manufactured in The Netherands. Statistica Learning Theory: A Primer THEODOROS EVGENIOU, MASSIMILIANO PONTIL AND TOMASO

More information

Search for Non SM Higgs Bosons at LEP

Search for Non SM Higgs Bosons at LEP Search for Non SM Higgs Bosons at LEP 2HDM Higgses Photonic Higgs Invisibe Higgs Charged Higgses MSSM Higgses Aura Rosca Humbodt University Berin DESY-Zeuthen Seminar 13 June 2001 The LEP Acceerator The

More information

29th Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies AUTOMATED QA/QC CHECK

29th Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies AUTOMATED QA/QC CHECK AUTOMATED QA/QC CHECK FOR β- COINCIDENCE DETECTOR Matthew W. Cooper, James C. Hayes, Tom R. Heimbigner, Charles W. Hubbard, Justin I. McIntyre, Michael D. Ripplinger, and Brian T. Schrom Pacific Northwest

More information

NEW DEVELOPMENT OF OPTIMAL COMPUTING BUDGET ALLOCATION FOR DISCRETE EVENT SIMULATION

NEW DEVELOPMENT OF OPTIMAL COMPUTING BUDGET ALLOCATION FOR DISCRETE EVENT SIMULATION NEW DEVELOPMENT OF OPTIMAL COMPUTING BUDGET ALLOCATION FOR DISCRETE EVENT SIMULATION Hsiao-Chang Chen Dept. of Systems Engineering University of Pennsyvania Phiadephia, PA 904-635, U.S.A. Chun-Hung Chen

More information

Adjustment of automatic control systems of production facilities at coal processing plants using multivariant physico- mathematical models

Adjustment of automatic control systems of production facilities at coal processing plants using multivariant physico- mathematical models IO Conference Series: Earth and Environmenta Science AER OEN ACCESS Adjustment of automatic contro systems of production faciities at coa processing pants using mutivariant physico- mathematica modes To

More information

https://doi.org/ /epjconf/

https://doi.org/ /epjconf/ HOW TO APPLY THE OPTIMAL ESTIMATION METHOD TO YOUR LIDAR MEASUREMENTS FOR IMPROVED RETRIEVALS OF TEMPERATURE AND COMPOSITION R. J. Sica 1,2,*, A. Haefee 2,1, A. Jaai 1, S. Gamage 1 and G. Farhani 1 1 Department

More information

Numerical Simulation for Optimizing Temperature Gradients during Single Crystal Casting Process

Numerical Simulation for Optimizing Temperature Gradients during Single Crystal Casting Process ISIJ Internationa Vo 54 (2014) No 2 pp 254 258 Numerica Simuation for Optimizing Temperature Gradients during Singe Crysta Casting Process Aeksandr Aeksandrovich INOZEMTSEV 1) Aeksandra Sergeevna DUBROVSKAYA

More information

The HALO-2 Supernova Detector

The HALO-2 Supernova Detector The HALO-2 Supernova Detector Vucano Workshop 2016 FRONTIER OBJECTS IN ASTROPHYSICS AND PARTICLE PHYSICS Carence J. Virtue Outine Science Motivation Supernovae in genera Lead-based detectors in particuar

More information

Quality Assurance. Purity control. Polycrystalline Ingots

Quality Assurance. Purity control. Polycrystalline Ingots Quality Assurance Purity control Polycrystalline Ingots 1 Gamma Spectrometry Nuclide Identification Detection of Impurity Traces 1.1 Nuclides Notation: Atomic Mass Atomic Number Element Neutron Atomic

More information

A simple reliability block diagram method for safety integrity verification

A simple reliability block diagram method for safety integrity verification Reiabiity Engineering and System Safety 92 (2007) 1267 1273 www.esevier.com/ocate/ress A simpe reiabiity bock diagram method for safety integrity verification Haitao Guo, Xianhui Yang epartment of Automation,

More information

17 Lecture 17: Recombination and Dark Matter Production

17 Lecture 17: Recombination and Dark Matter Production PYS 652: Astrophysics 88 17 Lecture 17: Recombination and Dark Matter Production New ideas pass through three periods: It can t be done. It probaby can be done, but it s not worth doing. I knew it was

More information

Background by Neutron Activation in GERDA

Background by Neutron Activation in GERDA Background by Neutron Activation in GERDA Georg Meierhofer people involved: Kepler Center for Astro and Particle Physics University Tübingen P. Grabmayr J. Jochum P. Kudejova L. Canella J. Jolie IKP, Universität

More information

2008 Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies SPECTRAL ANALYSIS OF RADIOXENON

2008 Monitoring Research Review: Ground-Based Nuclear Explosion Monitoring Technologies SPECTRAL ANALYSIS OF RADIOXENON SPECTRAL ANALYSIS OF RADIOXENON Matthew W. Cooper, Ted W. Bowyer, James C. Hayes, Tom R. Heimbigner, Charles W. Hubbard, Justin I. McIntyre, and Brian T. Schrom Pacific Northwest National Laboratory Sponsored

More information

A nodal collocation approximation for the multidimensional P L equations. 3D applications.

A nodal collocation approximation for the multidimensional P L equations. 3D applications. XXI Congreso de Ecuaciones Diferenciaes y Apicaciones XI Congreso de Matemática Apicada Ciudad Rea, 1-5 septiembre 9 (pp. 1 8) A noda coocation approximation for the mutidimensiona P L equations. 3D appications.

More information

II. PROBLEM. A. Description. For the space of audio signals

II. PROBLEM. A. Description. For the space of audio signals CS229 - Fina Report Speech Recording based Language Recognition (Natura Language) Leopod Cambier - cambier; Matan Leibovich - matane; Cindy Orozco Bohorquez - orozcocc ABSTRACT We construct a rea time

More information

ON THE OMNIPRESENT BACKGROUND GAMMA RADIATION OF THE CONTINUOUS SPECTRUM

ON THE OMNIPRESENT BACKGROUND GAMMA RADIATION OF THE CONTINUOUS SPECTRUM ON THE OMNIPRESENT BACKGROUND GAMMA RADIATION OF THE CONTINUOUS SPECTRUM R, Banjanac, D. Maletić, D. Joković, N. Veselinović, A. Dragić, V. Udovičić, I. Aničin Institute of Physics, University of Belgrade,

More information

A MONTE CARLO SIMULATION OF COMPTON SUPPRESSION FOR NEUTRON ACTIVATION ANALYSIS. Joshua Frye Adviser Chris Grant 8/24/2012 ABSTRACT

A MONTE CARLO SIMULATION OF COMPTON SUPPRESSION FOR NEUTRON ACTIVATION ANALYSIS. Joshua Frye Adviser Chris Grant 8/24/2012 ABSTRACT A MONTE CARLO SIMULATION OF COMPTON SUPPRESSION FOR NEUTRON ACTIVATION ANALYSIS Joshua Frye Adviser Chris Grant 8/24/2012 ABSTRACT A Monte Carlo simulation has been developed using the Geant4 software

More information

New happenings in gamma spectroscopy data analysis Sylvie Ward Sales Support Specialist

New happenings in gamma spectroscopy data analysis Sylvie Ward Sales Support Specialist New happenings in gamma spectroscopy data analysis Sylvie Ward Sales Support Specialist Genie-2000 Latest Features Cascade Summing Correction LACE (Line Activity Consistency Evaluator) Interactive Nuclide

More information

AUTOMATIC AND INTERACTIVE ANALYSIS SOFTWARE FOR BETA- GAMMA COINCIDENCE SYSTEMS USED IN CTBT MONITORING

AUTOMATIC AND INTERACTIVE ANALYSIS SOFTWARE FOR BETA- GAMMA COINCIDENCE SYSTEMS USED IN CTBT MONITORING ABSTRACT AUTOMATIC AND INTERACTIVE ANALYSIS SOFTWARE FOR BETA- GAMMA COINCIDENCE SYSTEMS USED IN CTBT MONITORING J. Rynes, K.M.F. Biegalski, P. Donohoe, and S. Biegalski Veridian Pacific-Sierra Research

More information

Practical Gamma-ray Spectrometry

Practical Gamma-ray Spectrometry Practical Gamma-ray Spectrometry 2nd Edition Gordon R. Gilmore Nuclear Training Services Ltd Warrington, UK John Wiley & Sons, Ltd Contents Preface to the Second Edition xv 1.9.2 A source of generic information

More information

Proceedings of Meetings on Acoustics

Proceedings of Meetings on Acoustics Proceedings of Meetings on Acoustics Voume 9, 23 http://acousticasociety.org/ ICA 23 Montrea Montrea, Canada 2-7 June 23 Architectura Acoustics Session 4pAAa: Room Acoustics Computer Simuation II 4pAAa9.

More information

Neutron Activation of 76Ge

Neutron Activation of 76Ge Neutron Activation of 76Ge Georg Meierhofer people involved: P. Grabmayr J. Jochum Kepler Center for Astro and Particle Physics University Tübingen P. Kudejova L. Canella J. Jolie IKP, Universität zu Köln

More information

Charge Density from X-ray Diffraction. Methodology

Charge Density from X-ray Diffraction. Methodology Charge Density from X-ray Diffraction. Methodoogy Ignasi Mata imata@icmab.es Master on Crystaography and Crystaization, 2012 Outine I. Charge density in crystas II. The mutipoar refinement III. Methodoogy

More information

Neutron Activation Cross Sections for Fusion

Neutron Activation Cross Sections for Fusion Neutron Activation Cross Sections for Fusion Adelle Hay The University of York/Culham Centre for Fusion Energy March 30, 2015 Adelle Hay (UoY/CCFE) Neutron activation cross sections March 30, 2015 1 /

More information

An Algorithm for Pruning Redundant Modules in Min-Max Modular Network

An Algorithm for Pruning Redundant Modules in Min-Max Modular Network An Agorithm for Pruning Redundant Modues in Min-Max Moduar Network Hui-Cheng Lian and Bao-Liang Lu Department of Computer Science and Engineering, Shanghai Jiao Tong University 1954 Hua Shan Rd., Shanghai

More information

Chapter 4. Moving Observer Method. 4.1 Overview. 4.2 Theory

Chapter 4. Moving Observer Method. 4.1 Overview. 4.2 Theory Chapter 4 Moving Observer Method 4.1 Overview For a compete description of traffic stream modeing, one woud reuire fow, speed, and density. Obtaining these parameters simutaneousy is a difficut task if

More information

Experiment of the 30 cm-cube ETCC under the Intense Radiations with Proton Beam

Experiment of the 30 cm-cube ETCC under the Intense Radiations with Proton Beam Experiment of the 30 cm-cube ETCC under the Intense Radiations with Proton Beam Contents Y. Matsuoka T. Tanimori, H. Kubo, A. Takada, J. D. Parker, T. Mizumoto, Y. Mizumura, S. Sonoda, D. Tomono, S. Iwaki,

More information

REACTION BARRIER TRANSPARENCY FOR COLD FUSION WITH DEUTERIUM AND HYDROGEN

REACTION BARRIER TRANSPARENCY FOR COLD FUSION WITH DEUTERIUM AND HYDROGEN REACTION BARRIER TRANSPARENCY FOR COLD FUSION WITH DEUTERIUM AND HYDROGEN Yeong E. Kim, Jin-Hee Yoon Department of Physics, Purdue University West Lafayette, IN 4797 Aexander L. Zubarev Racah Institute

More information

Effect of the time characteristics of the Compton camera on its performance

Effect of the time characteristics of the Compton camera on its performance Effect of the time characteristics of the Compton camera on its performance Chibueze Zimuzo Uche Howell Round Michael Cree School of Engineering University of Waikato Introduction Anger camera Compton

More information

A. Distribution of the test statistic

A. Distribution of the test statistic A. Distribution of the test statistic In the sequentia test, we first compute the test statistic from a mini-batch of size m. If a decision cannot be made with this statistic, we keep increasing the mini-batch

More information

A gamma-gamma coincidence spectrometer for nuclear attribution and safeguard applications

A gamma-gamma coincidence spectrometer for nuclear attribution and safeguard applications IAEA-CN-184/174 A gamma-gamma coincidence spectrometer for nuclear attribution and safeguard applications Weihua Zhang, Jing Yi, Pawel Mekarski and Kurt Ungar Radiation Protection Bureau of Health Canada,

More information

Fundamentals of Radionuclide Metrology

Fundamentals of Radionuclide Metrology Fundamentals of Radionuclide Metrology Brian E. Zimmerman, PhD Physical Measurement Laboratory National Institute of Standards and Technology Gaithersburg, MD USA SIM Metrology Workshop Buenos Aires, Argentina

More information

A Systematic Approach to Modeling and Analysis of Transient Faults in Logic Circuits

A Systematic Approach to Modeling and Analysis of Transient Faults in Logic Circuits A Systematic Approach to Modeing and Anaysis of Transient Fauts in Logic Circuits Natasa Miskov-Zivanov, Diana Marcuescu Department of Eectrica and Computer Engineering Carnegie Meon University {nmiskov,dianam@ece.cmu.edu

More information

Comparison of the Photo-peak Efficiencies between the Experimental Data of 137 Cs Radioactive Source with Monte Carlo (MC) Simulation Data

Comparison of the Photo-peak Efficiencies between the Experimental Data of 137 Cs Radioactive Source with Monte Carlo (MC) Simulation Data International Journal of Advanced Research in Physical Science (IJARPS) Volume 5, Issue 10, 2018, PP 24-28 ISSN No. (Online) 2349-7882 www.arcjournals.org Comparison of the Photo-peak Efficiencies between

More information

Spectroscopy of fission fragments using prompt-delayed coincidence technique

Spectroscopy of fission fragments using prompt-delayed coincidence technique PRAMANA c Indian Academy of Sciences Vol. 85, No. journal of September 5 physics pp. 95 Spectroscopy of fission fragments using prompt-delayed coincidence technique RPALIT and S BISWAS Department of Nuclear

More information

A Liquid Argon Scintillation Veto for the GERDA Experiment

A Liquid Argon Scintillation Veto for the GERDA Experiment A Liquid Argon Scintillation Veto for the GERDA Experiment for the GERDA Collaboration 2nd European Nuclear Physics Conference Bucharest, 18/09/2012 Institut für Kern- und Teilchenphysik GERDA - GERmanium

More information

TIIVISTELMÄRAPORTTI (SUMMARY REPORT)

TIIVISTELMÄRAPORTTI (SUMMARY REPORT) 2014/2500-0002M ISSN 1797-3457 (verkkojulkaisu) ISBN (PDF) 978-951-25-2627-7 978-951- TIIVISTELMÄRAPORTTI (SUMMARY REPORT) Detection of CBRNE materials using active neutron interrogation (CBRNE-aineiden

More information

THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS

THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS ECCM6-6 TH EUROPEAN CONFERENCE ON COMPOSITE MATERIALS, Sevie, Spain, -6 June 04 THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS M. Wysocki a,b*, M. Szpieg a, P. Heström a and F. Ohsson c a Swerea SICOMP

More information

Simplified analysis of EXAFS data and determination of bond lengths

Simplified analysis of EXAFS data and determination of bond lengths Indian Journa of Pure & Appied Physics Vo. 49, January 0, pp. 5-9 Simpified anaysis of EXAFS data and determination of bond engths A Mishra, N Parsai & B D Shrivastava * Schoo of Physics, Devi Ahiya University,

More information

The CTBT verification significance of particulate radionuclides detected by the International Monitoring System

The CTBT verification significance of particulate radionuclides detected by the International Monitoring System The CTBT verification significance of particulate radionuclides detected by the International Monitoring System K M Matthews 2005/1 NRL Report The CTBT verification significance of particulate radionuclides

More information

Office of Nonproliferation and Verification Research and Development University and Industry Technical Interchange (UITI2011) Review Meeting

Office of Nonproliferation and Verification Research and Development University and Industry Technical Interchange (UITI2011) Review Meeting Office of Nonproliferation and Verification Research and Development niversity and Industry Technical Interchange (ITI2011) Review Meeting Modeling of SNM Fission Signatures and December 7, 2011 Gennady

More information

Worst Case Analysis of the Analog Circuits

Worst Case Analysis of the Analog Circuits Proceedings of the 11th WSEAS Internationa Conference on CIRCUITS, Agios Nikoaos, Crete Isand, Greece, Juy 3-5, 7 9 Worst Case Anaysis of the Anaog Circuits ELENA NICULESCU*, DORINA-MIOARA PURCARU* and

More information

On the universal structure of Higgs amplitudes mediated by heavy particles

On the universal structure of Higgs amplitudes mediated by heavy particles On the universa structure of Higgs ampitudes mediated by heavy partices a,b, Féix Driencourt-Mangin b and Germán Rodrigo b a Dipartimento di Fisica, Università di Miano and INFN Sezione di Miano, I- Mian,

More information

BICM Performance Improvement via Online LLR Optimization

BICM Performance Improvement via Online LLR Optimization BICM Performance Improvement via Onine LLR Optimization Jinhong Wu, Mostafa E-Khamy, Jungwon Lee and Inyup Kang Samsung Mobie Soutions Lab San Diego, USA 92121 Emai: {Jinhong.W, Mostafa.E, Jungwon2.Lee,

More information

LT138A/LT338A LM138/LM338 5A Positive Adjustable Voltage Regulator. Features. Description. Applications. Typical Application

LT138A/LT338A LM138/LM338 5A Positive Adjustable Voltage Regulator. Features. Description. Applications. Typical Application Features Guaranteed % Initia Toerance Guaranteed.3% Load Reguation Guaranteed A Output Current % Therma Limit Burn-In A Transient Output Current Appications OBSOLETE: FOR INFORMATION PURPOSES ONLY Contact

More information

Numerical simulation of a high viscosity bubble column

Numerical simulation of a high viscosity bubble column 20th Internationa Congress on Modeing and Simuation, Adeaide, Austraia, 1 6 December 2013 www.mssanz.org.au/modsim2013 Numerica simuation of a high viscosity bubbe coumn Danio Carvajaa, Victor Meendez-Vejara,

More information

STA 216 Project: Spline Approach to Discrete Survival Analysis

STA 216 Project: Spline Approach to Discrete Survival Analysis : Spine Approach to Discrete Surviva Anaysis November 4, 005 1 Introduction Athough continuous surviva anaysis differs much from the discrete surviva anaysis, there is certain ink between the two modeing

More information

Statistical Learning Theory: a Primer

Statistical Learning Theory: a Primer ??,??, 1 6 (??) c?? Kuwer Academic Pubishers, Boston. Manufactured in The Netherands. Statistica Learning Theory: a Primer THEODOROS EVGENIOU AND MASSIMILIANO PONTIL Center for Bioogica and Computationa

More information

FREQUENCY modulated differential chaos shift key (FM-

FREQUENCY modulated differential chaos shift key (FM- Accepted in IEEE 83rd Vehicuar Technoogy Conference VTC, 16 1 SNR Estimation for FM-DCS System over Mutipath Rayeigh Fading Channes Guofa Cai, in Wang, ong ong, Georges addoum Dept. of Communication Engineering,

More information

Mathematical Model for Potassium Release from Polymer-coated Fertiliser

Mathematical Model for Potassium Release from Polymer-coated Fertiliser ARTICLE IN PRESS Biosystems Engineering (2004) 88 (3), 395 400 Avaiabe onine at www.sciencedirect.com doi:10.1016/j.biosystemseng.2004.03.004 SW}Soi and Water Mathematica Mode for Potassium Reease from

More information

The Digital discrimination of neutron and γ ray using organic scintillation detector based on wavelet transform modulus maximum

The Digital discrimination of neutron and γ ray using organic scintillation detector based on wavelet transform modulus maximum The Digita discrimination of neutron and γ ray using organic scintiation detector based on waveet transform moduus maximum YANG Yun( 杨云 ) LIU Guo-Fu( 刘国福 ) YANG Jun( 杨俊 ) 1) LUO Xiao-Liang( 罗晓亮 ) Coege

More information

TESTING APPLICATION STANDARD (TAS) No TEST PROCEDURE FOR WIND TUNNEL TESTING OF AIR PERMEABLE, RIGID, DISCONTINUOUS ROOF SYSTEMS

TESTING APPLICATION STANDARD (TAS) No TEST PROCEDURE FOR WIND TUNNEL TESTING OF AIR PERMEABLE, RIGID, DISCONTINUOUS ROOF SYSTEMS TESTING APPLIATION STANDARD (TAS) No. 108-95 TEST PROEDURE FOR WIND TUNNEL TESTING OF AIR PERMEABLE, RIGID, DISONTINUOUS ROOF SYSTEMS 1. 2. Scope: 1.1 This protoco covers procedures for determining the

More information

Radiation Detection for the Beta- Delayed Alpha and Gamma Decay of 20 Na. Ellen Simmons

Radiation Detection for the Beta- Delayed Alpha and Gamma Decay of 20 Na. Ellen Simmons Radiation Detection for the Beta- Delayed Alpha and Gamma Decay of 20 Na Ellen Simmons 1 Contents Introduction Review of the Types of Radiation Charged Particle Radiation Detection Review of Semiconductor

More information

In-plane shear stiffness of bare steel deck through shell finite element models. G. Bian, B.W. Schafer. June 2017

In-plane shear stiffness of bare steel deck through shell finite element models. G. Bian, B.W. Schafer. June 2017 In-pane shear stiffness of bare stee deck through she finite eement modes G. Bian, B.W. Schafer June 7 COLD-FORMED STEEL RESEARCH CONSORTIUM REPORT SERIES CFSRC R-7- SDII Stee Diaphragm Innovation Initiative

More information

Air Filter Alpha Spectrometry Report

Air Filter Alpha Spectrometry Report search this site Air Filter Alpha Spectrometry Report Navigation Latest News Realtime Air Monitoring Environmental Monitoring About RadWatch BRAWM Data (2011-2013) KelpWatch Frequently Asked Questions

More information

Explicit overall risk minimization transductive bound

Explicit overall risk minimization transductive bound 1 Expicit overa risk minimization transductive bound Sergio Decherchi, Paoo Gastado, Sandro Ridea, Rodofo Zunino Dept. of Biophysica and Eectronic Engineering (DIBE), Genoa University Via Opera Pia 11a,

More information