Femtosecond Coherent Anti-Stokes Raman Spectroscopy (fs-cars) with Nitrobenzene and Nitomethane

Size: px
Start display at page:

Download "Femtosecond Coherent Anti-Stokes Raman Spectroscopy (fs-cars) with Nitrobenzene and Nitomethane"

Transcription

1 Proc Indan Natn Sc Acad 81 No. 2 March 2015 pp Prnted n Inda. DOI: /ptnsa/2015/v812/48105 Research Paper Femtosecond Coherent Ant-Stokes Raman Spectroscopy (fs-cars) wth Ntrobenzene and Ntomethane VINU V NAMBOODIRI 1, MOHAMMED AHMED 1, G KRISHNA PODAGATLAPALLI 2 and AJAY K SINGH 1* 1 Radaton and Photochemstry Dvson, Bhabha Atomc Research Centre, Mumba , Inda 2 Advanced Centre of Research n Hgh Energy Materals, Unversty of Hyderabad, Hyderabad , Inda (Receved on 30 November 2014; Revsed on 19 December 2014; Accepted on 5 January 2015) Tme-resolved coherent ant-stokes Raman Scatterng (CARS) s a nonlnear spectroscopc tool, whch has ganed mportance wth the development of ultrafast lasers due to ts ablty to probe ultrafast dynamcal processes n molecules. Apart from the tme resoluton, the superorty of CARS over spontaneous Raman scatterng derves from ts hgh sgnal generaton ablty and coherent, laser lke, sgnal emsson. In ths contrbuton, we descrbe the development of an expermental faclty for the tme-resolved coherent ant-stokes Raman scatterng spectroscopy and ts applcaton to study the vbratonal dynamcs of molecules contanng ntro (NO 2 ) groups. fs-cars experments were carred out n neat lquds of ntrobenzene, ntromethane and ther mxture. A detaled mappng of the dynamcs ntated by the stmulated Raman process s acheved from the spectrum of the transent CARS sgnal. The CARS transent shows rch beatng structure correspondng to frequences as hgh as 10 THz. The Fourer transform of the transent allows accurate determnaton of the vbratonal energy dfferences.ths methodology s capable of provdng the dephasng behavour and spectral nformaton of the molecular system at the same tme.the results demonstrate that CARS spectroscopy wth femtosecond tme resoluton and wavenumber-resolved detecton s a powerful tool for the characterzaton of dynamcs n the electronc ground state of molecules. Key Words: Femtosecond; CARS; Vbratonal Dynamcs; Ntromethane; Ntrobenzene Introducton Wth the applcaton of lasers, spontaneous Raman spectroscopy developed as a powerful analytcal tool and s appled n a wde varety of areas. However, due to nherently weak sgnal levels and fluorescence background, ts applcablty s restrcted when the sample concentraton s too low or the sample s fluorescent. These dffcultes assocated wth spontaneous Raman spectroscopy can be overcome by coherent Raman spectroscopy (Potma and Mukamel, 2013). Coherent Raman technques are non-lnear spectroscopc technques and provde much hgher sgnal levels compared to spontaneous Raman sgnals. Whle spontaneous Raman sgnal s emtted n all drectons, the coherent Raman sgnal s a laser lke emsson n a well-defned drecton, whch makes the detecton easer and background-free. Coherent Raman spectroscopc technques are now wdely beng used as an alternatve to conventonal Raman spectroscopy due to ts hgh sgnal levels and coherent nature of the sgnal. Coherent ant-stokes Raman scatterng (CARS) (Potma and Mukamel, 2013; El-Dasty, 2011) s one of the coherent Raman technques that has evolved as a versatle technque for materal charactersaton and magng n varous areas of scence. Though *Author for Correspondence: E-mal: aksngh@barc.gov.n; Tel:

2 526 Vnu V Namboodr et al. expermentally complex compared to conventonal Raman, the hgh sgnal levels and natural rejecton of fluorescence elmnates the most common factors plagung the applcablty of conventonal Raman spectroscopy. Frequency doman CARS, usng narrow band lasers, has proved to be an effcent vbratonal spectroscopc tool n low-pressure gases, combuston processes, plasma and also n molecular spectroscopy and mcroscopy (Djaker et al., 2007; Roy et al., 2010). The development of ultrafast lasers added another dmensonalty to laser spectroscopy. Tmeresolved spectroscopy usng ultrashort laser pulses of pco/femtosecond duraton made t possble to probe fast molecular dynamcal processes n real tme. The tme scales provded by ultrafast lasers correspond to the vbratonal perod of molecular vbratons (100 fs ~ 150 cm 1 ) and are deal for tme-resolved probng of vbratonal dynamcs n molecules. Most of the femtosecond tme-resolved studes have been performed on nvestgaton of dynamcs of molecular systems n electroncally excted states. Femtosecond tme-resolved CARS (fs-cars) s an expermental technque, whch s capable of studyng dynamcs n the electronc ground state of molecular systems. It was frst reported by probng ultrafast vbratonal dynamcs n several lquds (Leonhardt et al., 1987). Usng the broad spectral wdth of femtosecond pulses, several vbratonal modes can be excted coherently (wave packets) and can montor ther relaxaton processes n real tme. As a result of the ntense sgnal, senstvty and nherent florescence dscrmnaton, CARS s of consderable nterest n tme-resolved spectroscopy. Some of the applcatons of tmeresolved CARS nclude studes of vbratonal dephasng tmes n soluton, collsonal relaxaton tmes, and study of the excted state propertes (Schmtt et al., 1998; Verhelg et al., 1999).The large spectral wdth of fs pulses lmts the spectral resoluton acheved by fs-cars. Developments n pulse shapng technology (Wener, 2011; Monmayrant et al., 2010) provde a way to mprove the spectral resoluton n fs-cars. In ths contrbuton, we descrbe the development of an expermental faclty for tme-resolved CARS usng femtosecond laser pulses and ts applcaton n probng tme-resolved vbratonal dynamcs n ntrobenzene, ntromethane and ther mxture. Many of the hgh-energy materals contan ntro groups and the am of the CARS experment was to explore the applcablty of CARS n decpherng the electronc ground state vbratonal dynamcs of hgh energy materals. The paper s organsed as follows: next secton provdes a bref account of the theory of CARS followed by the expermental descrpton. The fnal secton dscusses the expermental results on ntromethane, ntrobenzene and ther mxture. Theory The theory of tme-resolved Four-Wave-Mxng (FWM) processes can be formulated based on thrd order perturbaton theory, whch s used to calculate the thrd order polarzaton, P (3) (t) responsble for the sgnal generaton (Mukamel, 1995; Tannor, 2007). In the semclasscal pcture presented here, the electromagnetc feld s treated classcally and the matter s descrbed quantum mechancally usng the wave functon approach. The fundamental observable n CARS s the thrd order polarsaton that s generated by the nteracton of three laser pulses namely the pump E pu ( pu, k pu ), Stokes E s ( s, k s ) and the probe E pr ( pr, k pr ) pulses. The tme dependent polarsaton P(t) nduced n a system wth a state vector (t) s gven by P()() t () t t (1) where s the dpole operator. Inorder to calculate the thrd order polarsaton,the perturbatve expanson of the wave functon s used. () N () t () t (2) N0 wave functons of dfferent orders can be obtaned teratvely as t H() tt N 1) N ()() () t e Hnt t t dt (3) Through successve nteractons wth the three pulses of the CARS process, the wave functon acqures spatal dependences assocated wth each of the pulses (Faeder et al., 2001). For hgher order

3 Femtosecond Coherent Ant-Stokes Raman Spectroscopy 527 wave functons, the order of the wave vectors denotes the tme orderng of the nteractons wth the felds. For example, the thrd order wave functon relevant for CARS s () (3) k pu k S k pr t whch s created by the absorpton of a pump photon wth wave vector k pu, stmulated emsson of a photon wth wave vector k s followed by the absorpton of a photon wth wave vector k pr. Ths sequence of events n CARS can be pctorally represented usng double-sded Feynman dagrams. The Feynman dagram relevant for CARS and the correspondng energy level dagram are shown n Fg. 1. The thrd order polarsaton responsble for the CARS sgnal generaton can be wrtten as (3)(0)(3) P ()() t () t. k pu ks k t c c pr (4) Ths equaton can be smply nterpreted as the evoluton of the ground state wave functon g (0) under the nfluence of the ground state Hamltonan H g tll the nteracton of the frst pump pulse E pu (t pu ) at tme t pu. The nteracton of the pump pulse creates an H t g pu excted wave functon E pu ()(0) t pu e g whch s nothng but the ground state wave functon scaled by [ E pu (t pu )]. Ths newly created excted wave packet then evolves under the excted state Hamltonan H e tll the nteracton wth the Stokes pulse E s (t s ) at tme t s. Ths nteracton causes a stmulated emsson to an excted vbratonal level g and the new wave functon generated by the stmulated emsson then evolves under the H g Hamltonan, tll the nteracton wth the probe pulse E pr (t pr )at tme t pr. The nteracton wth the probe pulse promotes the wave packet to the excted state, whch then evolves under the excted state Hamltonan H e tll the emsson of the ant-stokes feld. In order to calculate the ntensty of the ant- Stokes emsson, the thrd order polarsaton gven by equaton (4) can be converted to the frequency doman (Fourer transform) and used as the source term n the Maxwell s equaton. A Fg. 1: Energy level dagram (A) and double sded Feynman dagram (B) correspondng to CARS process B c 4 c ()() E P 2 2 (6) The soluton of ths equaton gves the sgnal ntensty as The thrd order wave functon () (3) k pu t k S k pr can be wrtten, assumng the energy level dagram gven n Fg. 1 as (3) () t 3 t t pr ts He () tt pr E pr () t pr e H g () t pr t S He () ts t pu H gt pu ES ()() ts e E pu t pu e (0) dt dt dt e g pu S pr (5) kl sn (3) ICARS I puis I prl kl 2 Where, 2 (7) (3) s the thrd order susceptblty, I ( = pu, S, pr) are the ntenstes of the three nput pulses and l s the nteracton length. k s the phase msmatch whch s gven by k = k pu k S + k pr k as (8) The phase msmatch s the wave vector msmatch between the three nput felds and the

4 528 Vnu V Namboodr et al. emtted sgnal. The snc functon dependence of the sgnal ntensty on the phase msmatch suggests that the sgnal rapdly decreases to zero wth ncreasng phase msmatch. Thus, for effcent CARS sgnal generaton proper phase matchng should be ensured. Ths s acheved by usng a specal beam geometry, whch s descrbed n the next secton. Expermental Setup for Tme-Resolved CARS Femtosecond laser pulses requred for the experment are generated by a commercal laser system (3 mj, 1 khz, Ampltude Technologes, Trdent-M) delverng pulses of duraton ~ 50 fs wth central wavelength 800 nm. Two multpass optcal parametrc amplfers (OPA; Lght Converson, TOPAS-C) are used n order to generate the dfferent wavelengths requred for the CARS experment.each of the OPA s pumped by 1 mj of 800 nm output from the Trdent-M system. One of the OPA output s contnuously tunable from 450 nm to nm and the other from 250 nm to 2700 nm. The pulse characterstcs are determned from autocorrelaton and FROG traces (Pulse Check, APE). The pump and probe pulses were of the same wavelength and derved from one of the OPA output usng a 50/50 beam spltter. The pump and Stokes wavelengths were 590 nm and 635 nm respectvely and correspond to a wavenumber dfference of 1200 cm 1. All the three laser pulse energes were fxed to be around nj usng neutral densty flters. The broad spectral wdth of the pulses enabled exctaton of Raman modes wthn a regon of +400 cm 1 from the centre of exctaton. For an effcent CARS sgnal generaton, perfect overlap of the nput pulses has to be ensured both spatally and temporally. A schematc of the complete expermental setup for CARS s shown n Fg. 2. Spatal overlap of the pulses s necessary to acheve phase matchng. The phase matchng s ensured by usng the Folded-BOXCAR arrangement of the nput beams. In ths arrangement, the three beams nvolved n the CARS process, pump, probe and Stokes are algned parallel to each other and are made to pass through three corners of a rectangular box wth the help of a mask as detaled n Fg. 3. The selecton of wavelength was based on the ntro group vbraton characterstcs. The three beams were then focused onto the sample usng a lens of 10 cm focal length. The tme delay between the pulses was adjusted usng computer controlled lnear translaton stages (Newport ILS 150) mounted wth retroreflectng mrrors. The pump and Stokes pulses for the CARS process were tme concdent and the tmng of the probe pulse was varable. The spatally separated CARS sgnal from the sample s collmated usng another lens (f=10 cm) and sent to a spectrometer (ANDOR Shamrock) attached wth a TE cooled CCD (ANDOR Newton). Neat lquds of ntromethane and ntrobenzene were Fg. 2: Expermental setup for CARS usng folded BOXCAR beam geometry: M-Mrror, BS- Beam Spltter, G- Gratng, and L-Lens. The delay stages are lnear translaton stages ftted wth a retroreflector

5 Femtosecond Coherent Ant-Stokes Raman Spectroscopy 529 Fg. 3: Folded BOXCARS beam arrangement Fg. 4: Tme and frequency resolved CARS spectrum of ntrobenzene used for the experments. Results and Dscusson In the followng, results from the CARS spectrum obtaned from neat lquds of ntromethane, ntrobenzene and ther mxture are dscussed. These molecules do not absorb n the vsble spectral regon, therefore the CARS process here does not nvolve any excted electronc state. CARS on Ntrobenzene The tme and frequency-resolved CARS transent of ntrobenzene s shown n Fg. 4. The transent shows well defned beatng structure arsng due to the smultaneous exctaton of dfferent vbratonal modes, whch fall wthn spectral wdth of the exctaton pulses. A beatng structure s observed n the transent CARS sgnal. Such beatng structures are well known and are due to quantum beatng of the dfferent coherently excted vbratonal modes of the molecules. To make these sgnal modulatons more vsble, Fg. 5A presents a frequency slce of the transent. An analyss of the beatng frequency can be performed by fast Fourer transformaton (FFT) and the frequency dfference between the beatng vbratonal modes s shown n Fg. 5B. The peak locaton along the FFT wavenumber axs corresponds to the wavenumber dfferences of two coherently excted vbratonal modes of ntrobenzene. It s now obvous that the complex oscllatory pattern of the tme doman sgnal s manly attrbutable to four peaks. An assgnment of the beatng wavenumbers s possble takng nto account the Raman modes excted by the femtosecond pump and Stokes pulses. It s now approprate to compare the obtaned results wth spontaneous Raman spectrum of ntrobenzene (Fg. 6). The beat frequences seen n the Fourer spectrum shows peaks at wavenumber postons 20 cm 1, 103 cm 1, 238 cm 1 and 337 cm 1. These peaks correspond to the frequency dfference between the 853 cm 1, 1003 cm 1, 1022 cm 1, 1107 cm 1 and 1347 cm 1 vbratonal modes of ntrobenzene. The hghest beat frequency of 337 cm 1 between the ntrobenzene vbratonal modes at 1003 cm 1 and 1347 cm 1 corresponds to a frequency of 10.1 THz. Ths s ndcatve of the hgh temporal resoluton of the experment, whch enables probng of terahertz phenomena wth apprecable accuracy. CARS on Ntromethane and Mxture Smlar experments were carred out n ntromethane and a mxture of ntromethane and ntrobenzene (1:1 v/v). The ntromethane CARS transent s domnated by a sngle Raman mode at 917 cm 1 and hence dd not show any beatng structure (Fg. 7B). In the ntromethane case, no FFT analyss was necessary as there was only one promnent Raman mode and

6 530 Vnu V Namboodr et al. A B Fg. 5: A: Tme-resolved CARS transent showng rapd modulatons (spectral slce). B: FFT correspondng to the transent showng the beat frequences from the beatng between the vbratonal modes of ntromethane (917 cm 1 ) and ntrobenzene (1003 cm 1 ). The presence of addtonal frequency components n the CARS transent can be used as a sgnature to dentfy components n a mxture. Further analyss s beng carred out to extract the dephasng tme of dfferent partcpatng vbratonal modes and to analyse how the dephasng tmes are nfluenced n a mxture. Conclusons Fg. 6: Spontaneous Raman spectrum of ntrobenzene (blue) and ntromethane (red) dsplayng the vbratonal modes excted by the femtosecond pump and Stokes pulses the CARS sgnal decays exponentally. The decay tme = T 2 /2 s 1139 fs (Shkurnov, 1994). The CARS transent of the mxture showed modulatons of the CARS sgnal (Fg. 7A) smlar to the case of ntrobenzene. Fourer analyss of the CARS transent of the mxture showed an addtonal beat frequency component at 86 cm 1 (Fg. 8) whch arses An expermental faclty for tme-resolved CARS usng femtosecond laser pulses has been descrbed wth two examples of organc ntro compounds. Spectrally dspersed CARS sgnal leads to a twodmensonal (tme and wavenumber) data set. An analyss of ths two-dmensonal tme doman data on the bass of Fourer transform methods enables one to obtan detaled spectral nformaton on the vbratonal mode structure n addton to the vbratonal dephasng tmes that are readly deducble from the decay behavour of the transent sgnals. It has been demonstrated that CARS spectroscopy wth femtosecond tme resoluton and wavenumber resolved detecton s a powerful tool for the characterzaton of dynamcs n the electronc ground state of molecules.

7 Femtosecond Coherent Ant-Stokes Raman Spectroscopy 531 A B Fg. 7: A: CARS transent from 1:1 (by volume) mxture of ntromethane and ntrobenzene. B: CARS transent from pure ntromethane Fg. 8: FFT of the CARS transent of mxture References Brown E, Zhang Q and Dantus M (1999) Femtosecond transentgratng technques: Populaton and coherence dynamcs nvolvng ground and excted states J of Chemcal Physcs Djaker N, Lenne P, Marguet D, Colonna A, Hadjur C and Rgneault H (2007) Coherent ant-stokes Raman scatterng mcroscopy (CARS): Instrumentaton and applcatons Nuclear Instruments and Methods n Physcs Research A El-Dasty F (2011) Coherent ant-stokes Raman scatterng: Spectroscopy and mcroscopy Vbratonal Spectroscopy Faeder J, Pnkas I, Knopp G, Pror Y and Tannor D J (2001) Vbratonal polarzaton beats n femtosecond coherent ant- Stokes Raman spectroscopy: A sgnature of dssocatve pump-dump-pump wave packet dynamcs J Chemcal Physcs Leonhardt R, Holzapfel W, Znth W and Kaser W (1987) Terahertz quantum beats n molecular lquds Chemcal Physcs Letters Monmayrant A, Weber S and Chatel B (2010) A newcomer s gude to ultrashort pulse shapng and characterzaton J Physcs B: Atomc Molecular and Optcal Physcs Mukamel S (1995) Prncples of Nonlnear Optcal Spectroscopy Oxford Unversty Press New York Potma E and Mukamel S (2013) Theory of Coherent Raman Scatterng. In: Coherent Raman Scatterng Mcroscopy (Eds: Cheng J and Xe X S) pp 3-42 CRC Press Taylor & Francs Group Roy S, Gord J R and Patnak A K (2010) Recent advances n coherent ant-stokes Raman scatterng spectroscopy: Fundamental developments and applcatons n reactng flows Progress n Energy and Combuston Scence

8 532 Vnu V Namboodr et al. Schmtt M, Knopp G, Materny A and Kefer W (1998) The Applcaton of Femtosecond Tme-Resolved Coherent Ant-Stokes Raman Scatterng for the Investgaton of Ground and Excted State Molecular Dynamcs of Molecules n the Gas Phase J Physcal Chemstry A Shkurnov A, Jonusauskas G and Rullère C (1994) Vbratonal spectrum of lqud ntromethane revsted usng polarzaton-senstve coherent ant-stokes Raman scatterng (PCARS) spectroscopy J Raman Spectroscopy Tannor D J (2007) Introducton to Quantum Mechancs-A Tme Dependent Perspectve Unversty Scence Books Calforna Verhelg A, Chen T, Waltner P, Kefer W, Materny A and Zewal A H (1999) Femtosecond dynamcs of ground-state vbratonal moton and energy flow: polymers of dacetylene Chemcal Physcs Letters Wener A M (2011) Ultrafast optcal pulse shapng: A tutoral revew Optcs Communcaton

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION do: 0.08/nature09 I. Resonant absorpton of XUV pulses n Kr + usng the reduced densty matrx approach The quantum beats nvestgated n ths paper are the result of nterference between two exctaton paths of

More information

Department of Chemistry Purdue University Garth J. Simpson

Department of Chemistry Purdue University Garth J. Simpson Objectves: 1. Develop a smple conceptual 1D model for NLO effects. Extend to 3D and relate to computatonal chemcal calculatons of adabatc NLO polarzabltes. 2. Introduce Sum-Over-States (SOS) approaches

More information

Level Crossing Spectroscopy

Level Crossing Spectroscopy Level Crossng Spectroscopy October 8, 2008 Contents 1 Theory 1 2 Test set-up 4 3 Laboratory Exercses 4 3.1 Hanle-effect for fne structure.................... 4 3.2 Hanle-effect for hyperfne structure.................

More information

2010 Black Engineering Building, Department of Mechanical Engineering. Iowa State University, Ames, IA, 50011

2010 Black Engineering Building, Department of Mechanical Engineering. Iowa State University, Ames, IA, 50011 Interface Energy Couplng between -tungsten Nanoflm and Few-layered Graphene Meng Han a, Pengyu Yuan a, Jng Lu a, Shuyao S b, Xaolong Zhao b, Yanan Yue c, Xnwe Wang a,*, Xangheng Xao b,* a 2010 Black Engneerng

More information

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

More information

Title: Radiative transitions and spectral broadening

Title: Radiative transitions and spectral broadening Lecture 6 Ttle: Radatve transtons and spectral broadenng Objectves The spectral lnes emtted by atomc vapors at moderate temperature and pressure show the wavelength spread around the central frequency.

More information

1 Rabi oscillations. Physical Chemistry V Solution II 8 March 2013

1 Rabi oscillations. Physical Chemistry V Solution II 8 March 2013 Physcal Chemstry V Soluton II 8 March 013 1 Rab oscllatons a The key to ths part of the exercse s correctly substtutng c = b e ωt. You wll need the followng equatons: b = c e ωt 1 db dc = dt dt ωc e ωt.

More information

Rate of Absorption and Stimulated Emission

Rate of Absorption and Stimulated Emission MIT Department of Chemstry 5.74, Sprng 005: Introductory Quantum Mechancs II Instructor: Professor Andre Tokmakoff p. 81 Rate of Absorpton and Stmulated Emsson The rate of absorpton nduced by the feld

More information

5.04, Principles of Inorganic Chemistry II MIT Department of Chemistry Lecture 32: Vibrational Spectroscopy and the IR

5.04, Principles of Inorganic Chemistry II MIT Department of Chemistry Lecture 32: Vibrational Spectroscopy and the IR 5.0, Prncples of Inorganc Chemstry II MIT Department of Chemstry Lecture 3: Vbratonal Spectroscopy and the IR Vbratonal spectroscopy s confned to the 00-5000 cm - spectral regon. The absorpton of a photon

More information

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations Quantum Physcs 量 理 Robert Esberg Second edton CH 09 Multelectron atoms ground states and x-ray exctatons 9-01 By gong through the procedure ndcated n the text, develop the tme-ndependent Schroednger equaton

More information

Lecture 14: Forces and Stresses

Lecture 14: Forces and Stresses The Nuts and Bolts of Frst-Prncples Smulaton Lecture 14: Forces and Stresses Durham, 6th-13th December 2001 CASTEP Developers Group wth support from the ESF ψ k Network Overvew of Lecture Why bother? Theoretcal

More information

Global Sensitivity. Tuesday 20 th February, 2018

Global Sensitivity. Tuesday 20 th February, 2018 Global Senstvty Tuesday 2 th February, 28 ) Local Senstvty Most senstvty analyses [] are based on local estmates of senstvty, typcally by expandng the response n a Taylor seres about some specfc values

More information

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-sided finite-difference approximations suitable for use with Richardson extrapolation Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,

More information

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:

More information

5.03, Inorganic Chemistry Prof. Daniel G. Nocera Lecture 2 May 11: Ligand Field Theory

5.03, Inorganic Chemistry Prof. Daniel G. Nocera Lecture 2 May 11: Ligand Field Theory 5.03, Inorganc Chemstry Prof. Danel G. Nocera Lecture May : Lgand Feld Theory The lgand feld problem s defned by the followng Hamltonan, h p Η = wth E n = KE = where = m m x y z h m Ze r hydrogen atom

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and

More information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng

More information

Applied Nuclear Physics (Fall 2004) Lecture 23 (12/3/04) Nuclear Reactions: Energetics and Compound Nucleus

Applied Nuclear Physics (Fall 2004) Lecture 23 (12/3/04) Nuclear Reactions: Energetics and Compound Nucleus .101 Appled Nuclear Physcs (Fall 004) Lecture 3 (1/3/04) Nuclear Reactons: Energetcs and Compound Nucleus References: W. E. Meyerhof, Elements of Nuclear Physcs (McGraw-Hll, New York, 1967), Chap 5. Among

More information

Snce h( q^; q) = hq ~ and h( p^ ; p) = hp, one can wrte ~ h hq hp = hq ~hp ~ (7) the uncertanty relaton for an arbtrary state. The states that mnmze t

Snce h( q^; q) = hq ~ and h( p^ ; p) = hp, one can wrte ~ h hq hp = hq ~hp ~ (7) the uncertanty relaton for an arbtrary state. The states that mnmze t 8.5: Many-body phenomena n condensed matter and atomc physcs Last moded: September, 003 Lecture. Squeezed States In ths lecture we shall contnue the dscusson of coherent states, focusng on ther propertes

More information

LINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity

LINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 30 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 2 Remedes for multcollnearty Varous technques have

More information

modeling of equilibrium and dynamic multi-component adsorption in a two-layered fixed bed for purification of hydrogen from methane reforming products

modeling of equilibrium and dynamic multi-component adsorption in a two-layered fixed bed for purification of hydrogen from methane reforming products modelng of equlbrum and dynamc mult-component adsorpton n a two-layered fxed bed for purfcaton of hydrogen from methane reformng products Mohammad A. Ebrahm, Mahmood R. G. Arsalan, Shohreh Fatem * Laboratory

More information

Inductance Calculation for Conductors of Arbitrary Shape

Inductance Calculation for Conductors of Arbitrary Shape CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors

More information

A Hybrid Variational Iteration Method for Blasius Equation

A Hybrid Variational Iteration Method for Blasius Equation Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method

More information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look

More information

Supporting Information

Supporting Information Supportng Informaton Water structure at the ar-aqueous nterface of dvalent caton and ntrate solutons Man Xu, Rck Spnney, Heather C. Allen* allen@chemstry.oho-state.edu Fresnel factors and spectra normalzaton

More information

Adiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram

Adiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram Adabatc Sorpton of Ammona-Water System and Depctng n p-t-x Dagram J. POSPISIL, Z. SKALA Faculty of Mechancal Engneerng Brno Unversty of Technology Techncka 2, Brno 61669 CZECH REPUBLIC Abstract: - Absorpton

More information

Odd/Even Scroll Generation with Inductorless Chua s and Wien Bridge Oscillator Circuits

Odd/Even Scroll Generation with Inductorless Chua s and Wien Bridge Oscillator Circuits Watcharn Jantanate, Peter A. Chayasena, Sarawut Sutorn Odd/Even Scroll Generaton wth Inductorless Chua s and Wen Brdge Oscllator Crcuts Watcharn Jantanate, Peter A. Chayasena, and Sarawut Sutorn * School

More information

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law: CE304, Sprng 2004 Lecture 4 Introducton to Vapor/Lqud Equlbrum, part 2 Raoult s Law: The smplest model that allows us do VLE calculatons s obtaned when we assume that the vapor phase s an deal gas, and

More information

A Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods

A Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods Appled Mathematcal Scences, Vol. 11, 2017, no. 52, 2579-2586 HIKARI Ltd, www.m-hkar.com https://do.org/10.12988/ams.2017.79280 A Soluton of the Harry-Dym Equaton Usng Lattce-Boltzmannn and a Soltary Wave

More information

Reprint (R34) Accurate Transmission Measurements Of Translucent Materials. January 2008

Reprint (R34) Accurate Transmission Measurements Of Translucent Materials. January 2008 Reprnt (R34) Accurate ransmsson Measurements Of ranslucent Materals January 2008 Gooch & Housego 4632 36 th Street, Orlando, FL 32811 el: 1 407 422 3171 Fax: 1 407 648 5412 Emal: sales@goochandhousego.com

More information

829. An adaptive method for inertia force identification in cantilever under moving mass

829. An adaptive method for inertia force identification in cantilever under moving mass 89. An adaptve method for nerta force dentfcaton n cantlever under movng mass Qang Chen 1, Mnzhuo Wang, Hao Yan 3, Haonan Ye 4, Guola Yang 5 1,, 3, 4 Department of Control and System Engneerng, Nanng Unversty,

More information

Mathematical Preparations

Mathematical Preparations 1 Introducton Mathematcal Preparatons The theory of relatvty was developed to explan experments whch studed the propagaton of electromagnetc radaton n movng coordnate systems. Wthn expermental error the

More information

Comparison of the Population Variance Estimators. of 2-Parameter Exponential Distribution Based on. Multiple Criteria Decision Making Method

Comparison of the Population Variance Estimators. of 2-Parameter Exponential Distribution Based on. Multiple Criteria Decision Making Method Appled Mathematcal Scences, Vol. 7, 0, no. 47, 07-0 HIARI Ltd, www.m-hkar.com Comparson of the Populaton Varance Estmators of -Parameter Exponental Dstrbuton Based on Multple Crtera Decson Makng Method

More information

The thermoelastic excitation of air-solid interface waves using the pulsed laser

The thermoelastic excitation of air-solid interface waves using the pulsed laser Scence n Chna Ser. G Physcs, Mechancs and Astronomy 004 Vol.47 No. 199 07 199 The thermoelastc exctaton of ar-sold nterface waves usng the pulsed laser HU Wenxang & QIAN Menglu Insttute of Acoustcs, Tongj

More information

The Feynman path integral

The Feynman path integral The Feynman path ntegral Aprl 3, 205 Hesenberg and Schrödnger pctures The Schrödnger wave functon places the tme dependence of a physcal system n the state, ψ, t, where the state s a vector n Hlbert space

More information

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI

More information

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,

More information

Supplementary Information for Observation of Parity-Time Symmetry in. Optically Induced Atomic Lattices

Supplementary Information for Observation of Parity-Time Symmetry in. Optically Induced Atomic Lattices Supplementary Informaton for Observaton of Party-Tme Symmetry n Optcally Induced Atomc attces Zhaoyang Zhang 1,, Yq Zhang, Jteng Sheng 3, u Yang 1, 4, Mohammad-Al Mr 5, Demetros N. Chrstodouldes 5, Bng

More information

12. The Hamilton-Jacobi Equation Michael Fowler

12. The Hamilton-Jacobi Equation Michael Fowler 1. The Hamlton-Jacob Equaton Mchael Fowler Back to Confguraton Space We ve establshed that the acton, regarded as a functon of ts coordnate endponts and tme, satsfes ( ) ( ) S q, t / t+ H qpt,, = 0, and

More information

EURAMET.M.D-S2 Final Report Final report

EURAMET.M.D-S2 Final Report Final report Fnal report on ERAMET blateral comparson on volume of mass standards Project number: 1356 (ERAMET.M.D-S2) Volume of mass standards of 10g, 20 g, 200 g, 1 kg Zoltan Zelenka 1 ; Stuart Davdson 2 ; Cslla

More information

Supplementary Materials for

Supplementary Materials for advances.scencemag.org/cg/content/full/2/7/e1600304/dc1 Supplementary Materals for Interface-drven topologcal Hall effect n SrRuO3-SrIrO3 blayer Jobu Matsuno, Naok Ogawa, Kenj Yasuda, Fumtaka Kagawa, Wataru

More information

Uncertainty in measurements of power and energy on power networks

Uncertainty in measurements of power and energy on power networks Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:

More information

Scroll Generation with Inductorless Chua s Circuit and Wien Bridge Oscillator

Scroll Generation with Inductorless Chua s Circuit and Wien Bridge Oscillator Latest Trends on Crcuts, Systems and Sgnals Scroll Generaton wth Inductorless Chua s Crcut and Wen Brdge Oscllator Watcharn Jantanate, Peter A. Chayasena, and Sarawut Sutorn * Abstract An nductorless Chua

More information

Lab 2e Thermal System Response and Effective Heat Transfer Coefficient

Lab 2e Thermal System Response and Effective Heat Transfer Coefficient 58:080 Expermental Engneerng 1 OBJECTIVE Lab 2e Thermal System Response and Effectve Heat Transfer Coeffcent Warnng: though the experment has educatonal objectves (to learn about bolng heat transfer, etc.),

More information

Pulse Coded Modulation

Pulse Coded Modulation Pulse Coded Modulaton PCM (Pulse Coded Modulaton) s a voce codng technque defned by the ITU-T G.711 standard and t s used n dgtal telephony to encode the voce sgnal. The frst step n the analog to dgtal

More information

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices Amplfcaton and Relaxaton of Electron Spn Polarzaton n Semconductor Devces Yury V. Pershn and Vladmr Prvman Center for Quantum Devce Technology, Clarkson Unversty, Potsdam, New York 13699-570, USA Spn Relaxaton

More information

Microwave Diversity Imaging Compression Using Bioinspired

Microwave Diversity Imaging Compression Using Bioinspired Mcrowave Dversty Imagng Compresson Usng Bonspred Neural Networks Youwe Yuan 1, Yong L 1, Wele Xu 1, Janghong Yu * 1 School of Computer Scence and Technology, Hangzhou Danz Unversty, Hangzhou, Zhejang,

More information

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA 14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton

More information

Assignment 4. Adsorption Isotherms

Assignment 4. Adsorption Isotherms Insttute of Process Engneerng Assgnment 4. Adsorpton Isotherms Part A: Compettve adsorpton of methane and ethane In large scale adsorpton processes, more than one compound from a mxture of gases get adsorbed,

More information

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity 1 Module 1 : The equaton of contnuty Lecture 1: Equaton of Contnuty 2 Advanced Heat and Mass Transfer: Modules 1. THE EQUATION OF CONTINUITY : Lectures 1-6 () () () (v) (v) Overall Mass Balance Momentum

More information

Color Rendering Uncertainty

Color Rendering Uncertainty Australan Journal of Basc and Appled Scences 4(10): 4601-4608 010 ISSN 1991-8178 Color Renderng Uncertanty 1 A.el Bally M.M. El-Ganany 3 A. Al-amel 1 Physcs Department Photometry department- NIS Abstract:

More information

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1

More information

2 Finite difference basics

2 Finite difference basics Numersche Methoden 1, WS 11/12 B.J.P. Kaus 2 Fnte dfference bascs Consder the one- The bascs of the fnte dfference method are best understood wth an example. dmensonal transent heat conducton equaton T

More information

CSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography

CSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography CSc 6974 and ECSE 6966 Math. Tech. for Vson, Graphcs and Robotcs Lecture 21, Aprl 17, 2006 Estmatng A Plane Homography Overvew We contnue wth a dscusson of the major ssues, usng estmaton of plane projectve

More information

THERMAL DISTRIBUTION IN THE HCL SPECTRUM OBJECTIVE

THERMAL DISTRIBUTION IN THE HCL SPECTRUM OBJECTIVE ame: THERMAL DISTRIBUTIO I THE HCL SPECTRUM OBJECTIVE To nvestgate a system s thermal dstrbuton n dscrete states; specfcally, determne HCl gas temperature from the relatve occupatons of ts rotatonal states.

More information

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed (2) 4 48 Irregular vbratons n mult-mass dscrete-contnuous systems torsonally deformed Abstract In the paper rregular vbratons of dscrete-contnuous systems consstng of an arbtrary number rgd bodes connected

More information

CHAPTER 14 GENERAL PERTURBATION THEORY

CHAPTER 14 GENERAL PERTURBATION THEORY CHAPTER 4 GENERAL PERTURBATION THEORY 4 Introducton A partcle n orbt around a pont mass or a sphercally symmetrc mass dstrbuton s movng n a gravtatonal potental of the form GM / r In ths potental t moves

More information

Indeterminate pin-jointed frames (trusses)

Indeterminate pin-jointed frames (trusses) Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all

More information

Application of B-Spline to Numerical Solution of a System of Singularly Perturbed Problems

Application of B-Spline to Numerical Solution of a System of Singularly Perturbed Problems Mathematca Aeterna, Vol. 1, 011, no. 06, 405 415 Applcaton of B-Splne to Numercal Soluton of a System of Sngularly Perturbed Problems Yogesh Gupta Department of Mathematcs Unted College of Engneerng &

More information

Mathematics Department, Faculty of Science, Al-Azhar University, Nasr City, Cairo 11884, Egypt

Mathematics Department, Faculty of Science, Al-Azhar University, Nasr City, Cairo 11884, Egypt Appled Mathematcs Volume 2, Artcle ID 4539, pages do:.55/2/4539 Research Artcle A Treatment of the Absorpton Spectrum for a Multphoton V -Type Three-Level Atom Interactng wth a Squeezed Coherent Feld n

More information

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge

More information

Temperature. Chapter Heat Engine

Temperature. Chapter Heat Engine Chapter 3 Temperature In prevous chapters of these notes we ntroduced the Prncple of Maxmum ntropy as a technque for estmatng probablty dstrbutons consstent wth constrants. In Chapter 9 we dscussed the

More information

Moderator & Moderator System

Moderator & Moderator System NPTL Chemcal ngneerng Nuclear Reactor Technology Moderator & Moderator System K.S. Rajan Professor, School of Chemcal & Botechnology SASTRA Unversty Jont Intatve of IITs and IISc Funded by MHRD Page of

More information

( ) = ( ) + ( 0) ) ( )

( ) = ( ) + ( 0) ) ( ) EETOMAGNETI OMPATIBIITY HANDBOOK 1 hapter 9: Transent Behavor n the Tme Doman 9.1 Desgn a crcut usng reasonable values for the components that s capable of provdng a tme delay of 100 ms to a dgtal sgnal.

More information

A PROCEDURE FOR SIMULATING THE NONLINEAR CONDUCTION HEAT TRANSFER IN A BODY WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY.

A PROCEDURE FOR SIMULATING THE NONLINEAR CONDUCTION HEAT TRANSFER IN A BODY WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY. Proceedngs of the th Brazlan Congress of Thermal Scences and Engneerng -- ENCIT 006 Braz. Soc. of Mechancal Scences and Engneerng -- ABCM, Curtba, Brazl,- Dec. 5-8, 006 A PROCEDURE FOR SIMULATING THE NONLINEAR

More information

10.34 Numerical Methods Applied to Chemical Engineering Fall Homework #3: Systems of Nonlinear Equations and Optimization

10.34 Numerical Methods Applied to Chemical Engineering Fall Homework #3: Systems of Nonlinear Equations and Optimization 10.34 Numercal Methods Appled to Chemcal Engneerng Fall 2015 Homework #3: Systems of Nonlnear Equatons and Optmzaton Problem 1 (30 ponts). A (homogeneous) azeotrope s a composton of a multcomponent mxture

More information

Chapter 13: Multiple Regression

Chapter 13: Multiple Regression Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to

More information

A particle in a state of uniform motion remain in that state of motion unless acted upon by external force.

A particle in a state of uniform motion remain in that state of motion unless acted upon by external force. The fundamental prncples of classcal mechancs were lad down by Galleo and Newton n the 16th and 17th centures. In 1686, Newton wrote the Prncpa where he gave us three laws of moton, one law of gravty,

More information

Nonlinear Optics. Office: Tien s Photonic Research Hall 412. Tel : E

Nonlinear Optics. Office: Tien s Photonic Research Hall 412. Tel : E Nonlnear Optcs Offce: Ten s hotonc Research Hall 1 Tel : 5731975 mal:jyhuang@facultynctuedutw Ths course s amed to help students masterng the prncples and techncal materals of a graduate-level Nonlnear

More information

Quantum spin system with on-site exchange in a magnetic field

Quantum spin system with on-site exchange in a magnetic field Materals Scence-Poland, Vol. 25, No. 2, 2007 Quantum spn system wth on-ste exchange n a magnetc feld G. PAWŁOWSKI * Insttute of Physcs, Adam Mckewcz Unversty, 61-614 Poznań, ul. Umultowska 85, Poland We

More information

Neutral-Current Neutrino-Nucleus Inelastic Reactions for Core Collapse Supernovae

Neutral-Current Neutrino-Nucleus Inelastic Reactions for Core Collapse Supernovae Neutral-Current Neutrno-Nucleus Inelastc Reactons for Core Collapse Supernovae A. Juodagalvs Teornės Fzkos r Astronomjos Insttutas, Lthuana E-mal: andrusj@tpa.lt J. M. Sampao Centro de Físca Nuclear da

More information

The Synchronous 8th-Order Differential Attack on 12 Rounds of the Block Cipher HyRAL

The Synchronous 8th-Order Differential Attack on 12 Rounds of the Block Cipher HyRAL The Synchronous 8th-Order Dfferental Attack on 12 Rounds of the Block Cpher HyRAL Yasutaka Igarash, Sej Fukushma, and Tomohro Hachno Kagoshma Unversty, Kagoshma, Japan Emal: {garash, fukushma, hachno}@eee.kagoshma-u.ac.jp

More information

Grand canonical Monte Carlo simulations of bulk electrolytes and calcium channels

Grand canonical Monte Carlo simulations of bulk electrolytes and calcium channels Grand canoncal Monte Carlo smulatons of bulk electrolytes and calcum channels Thess of Ph.D. dssertaton Prepared by: Attla Malascs M.Sc. n Chemstry Supervsor: Dr. Dezső Boda Unversty of Pannona Insttute

More information

Probabilistic method to determine electron correlation energy

Probabilistic method to determine electron correlation energy Probablstc method to determne electron elaton energy T.R.S. Prasanna Department of Metallurgcal Engneerng and Materals Scence Indan Insttute of Technology, Bombay Mumba 400076 Inda A new method to determne

More information

Department of Electrical & Electronic Engineeing Imperial College London. E4.20 Digital IC Design. Median Filter Project Specification

Department of Electrical & Electronic Engineeing Imperial College London. E4.20 Digital IC Design. Median Filter Project Specification Desgn Project Specfcaton Medan Flter Department of Electrcal & Electronc Engneeng Imperal College London E4.20 Dgtal IC Desgn Medan Flter Project Specfcaton A medan flter s used to remove nose from a sampled

More information

Perfect Fluid Cosmological Model in the Frame Work Lyra s Manifold

Perfect Fluid Cosmological Model in the Frame Work Lyra s Manifold Prespacetme Journal December 06 Volume 7 Issue 6 pp. 095-099 Pund, A. M. & Avachar, G.., Perfect Flud Cosmologcal Model n the Frame Work Lyra s Manfold Perfect Flud Cosmologcal Model n the Frame Work Lyra

More information

Supporting Information

Supporting Information Supportng Informaton The neural network f n Eq. 1 s gven by: f x l = ReLU W atom x l + b atom, 2 where ReLU s the element-wse rectfed lnear unt, 21.e., ReLUx = max0, x, W atom R d d s the weght matrx to

More information

Colored and electrically charged gauge bosons and their related quarks

Colored and electrically charged gauge bosons and their related quarks Colored and electrcally charged gauge bosons and ther related quarks Eu Heung Jeong We propose a model of baryon and lepton number conservng nteractons n whch the two states of a quark, a colored and electrcally

More information

Frequency dependence of the permittivity

Frequency dependence of the permittivity Frequency dependence of the permttvty February 7, 016 In materals, the delectrc constant and permeablty are actually frequency dependent. Ths does not affect our results for sngle frequency modes, but

More information

Analysis of the Magnetomotive Force of a Three-Phase Winding with Concentrated Coils and Different Symmetry Features

Analysis of the Magnetomotive Force of a Three-Phase Winding with Concentrated Coils and Different Symmetry Features Analyss of the Magnetomotve Force of a Three-Phase Wndng wth Concentrated Cols and Dfferent Symmetry Features Deter Gerlng Unversty of Federal Defense Munch, Neubberg, 85579, Germany Emal: Deter.Gerlng@unbw.de

More information

ECEN 5005 Crystals, Nanocrystals and Device Applications Class 19 Group Theory For Crystals

ECEN 5005 Crystals, Nanocrystals and Device Applications Class 19 Group Theory For Crystals ECEN 5005 Crystals, Nanocrystals and Devce Applcatons Class 9 Group Theory For Crystals Dee Dagram Radatve Transton Probablty Wgner-Ecart Theorem Selecton Rule Dee Dagram Expermentally determned energy

More information

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2 Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to

More information

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS

More information

Report on Image warping

Report on Image warping Report on Image warpng Xuan Ne, Dec. 20, 2004 Ths document summarzed the algorthms of our mage warpng soluton for further study, and there s a detaled descrpton about the mplementaton of these algorthms.

More information

Pop-Click Noise Detection Using Inter-Frame Correlation for Improved Portable Auditory Sensing

Pop-Click Noise Detection Using Inter-Frame Correlation for Improved Portable Auditory Sensing Advanced Scence and Technology Letters, pp.164-168 http://dx.do.org/10.14257/astl.2013 Pop-Clc Nose Detecton Usng Inter-Frame Correlaton for Improved Portable Audtory Sensng Dong Yun Lee, Kwang Myung Jeon,

More information

CHAPTER II THEORETICAL BACKGROUND

CHAPTER II THEORETICAL BACKGROUND 3 CHAPTER II THEORETICAL BACKGROUND.1. Lght Propagaton nsde the Photonc Crystal The frst person that studes the one dmenson photonc crystal s Lord Raylegh n 1887. He showed that the lght propagaton depend

More information

Electrical double layer: revisit based on boundary conditions

Electrical double layer: revisit based on boundary conditions Electrcal double layer: revst based on boundary condtons Jong U. Km Department of Electrcal and Computer Engneerng, Texas A&M Unversty College Staton, TX 77843-318, USA Abstract The electrcal double layer

More information

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850)

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850) hermal-fluds I Chapter 18 ransent heat conducton Dr. Prmal Fernando prmal@eng.fsu.edu Ph: (850) 410-6323 1 ransent heat conducton In general, he temperature of a body vares wth tme as well as poston. In

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the

More information

Positron Lifetime Spectroscopy

Positron Lifetime Spectroscopy Postron Lfetme Spectroscopy Postron Lfetme Spectroscopy The postron lfetme τ s a functon of the electron densty at the annhlaton ste. The annhlaton rate λ, whch s the recprocal of the postron lfetme τ,

More information

THE CURRENT BALANCE Physics 258/259

THE CURRENT BALANCE Physics 258/259 DSH 1988, 005 THE CURRENT BALANCE Physcs 58/59 The tme average force between two parallel conductors carryng an alternatng current s measured by balancng ths force aganst the gravtatonal force on a set

More information

SPANC -- SPlitpole ANalysis Code User Manual

SPANC -- SPlitpole ANalysis Code User Manual Functonal Descrpton of Code SPANC -- SPltpole ANalyss Code User Manual Author: Dale Vsser Date: 14 January 00 Spanc s a code created by Dale Vsser for easer calbratons of poston spectra from magnetc spectrometer

More information

Introduction to Super-radiance and Laser

Introduction to Super-radiance and Laser Introducton to Super-radance and Laser Jong Hu Department of Physcs and Astronomy, Oho Unversty Abstract Brefly dscuss the absorpton and emsson processes wth the energy levels of an atom. Introduce and

More information

arxiv:quant-ph/ Jul 2002

arxiv:quant-ph/ Jul 2002 Lnear optcs mplementaton of general two-photon proectve measurement Andrze Grudka* and Anton Wóck** Faculty of Physcs, Adam Mckewcz Unversty, arxv:quant-ph/ 9 Jul PXOWRZVNDR]QDRODQG Abstract We wll present

More information

Pulse broadening or compression in fast-light pulse propagation through an erbium-doped fiber amplifier

Pulse broadening or compression in fast-light pulse propagation through an erbium-doped fiber amplifier ulse broadenng or compresson n fast-lght pulse propagaton through an erbum-doped fber amplfer Heedeuk Shn 1, aron Schwensberg 1, George M. Gehrng 1, Kate Schwert 1, Hye Jeong Chang 1,, Q-Han ark 3, Danel

More information

where the sums are over the partcle labels. In general H = p2 2m + V s(r ) V j = V nt (jr, r j j) (5) where V s s the sngle-partcle potental and V nt

where the sums are over the partcle labels. In general H = p2 2m + V s(r ) V j = V nt (jr, r j j) (5) where V s s the sngle-partcle potental and V nt Physcs 543 Quantum Mechancs II Fall 998 Hartree-Fock and the Self-consstent Feld Varatonal Methods In the dscusson of statonary perturbaton theory, I mentoned brey the dea of varatonal approxmaton schemes.

More information

A quote of the week (or camel of the week): There is no expedience to which a man will not go to avoid the labor of thinking. Thomas A.

A quote of the week (or camel of the week): There is no expedience to which a man will not go to avoid the labor of thinking. Thomas A. A quote of the week (or camel of the week): here s no expedence to whch a man wll not go to avod the labor of thnkng. homas A. Edson Hess law. Algorthm S Select a reacton, possbly contanng specfc compounds

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION do:10.1038/nature14456 I. Crystallnty of our samples: determnaton of mcrocrystals sze Free-standng polycrystallne SO flms as thn as ~ 10 nm were used to mtgate nonlnear or lnear

More information

Assessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion

Assessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion Assessment of Ste Amplfcaton Effect from Input Energy Spectra of Strong Ground Moton M.S. Gong & L.L Xe Key Laboratory of Earthquake Engneerng and Engneerng Vbraton,Insttute of Engneerng Mechancs, CEA,

More information