Lecture 5: Quantitative Emission/Absorption

Size: px
Start display at page:

Download "Lecture 5: Quantitative Emission/Absorption"

Transcription

1 Lecture 5: Quanttatve Emsson/bsorpton. Eqn. of radatve transfer / Beer s Law o (ν) Gas (ν). Ensten theory of radaton 3. pectral absorpton coeffcent Collmated ν L 4. Radatve lfetme 5. Lne strenths Lht transmsson throuh a slab of as Beer s Law () = o () (- L)

2 . Eqn. of radatve transfer / Beer s Law Enery balance ν hn sample of emttn/absorbn as ν +d ν Collmated ν dx absorpton reflecton scattern transmsson spectral absorptvty, or absorbance dx d no unts spectral transmssvty pectral absorpton coeffcent (the d / dx - fracton of ncdent lht ν over cm frequency rane ν ν+dν whch s absorbed per unt lenth dx W/cm spectral ntensty n or cm nterate over ν W/cm d lso apples ν for total W/cm Hz

3 . Eqn. of radatve transfer / Beer s Law Enery balance ν hn sample of emttn/absorbn as ν +d ν Collmated ν dx Consder emsson from the as slab em pectral no unts emssvty em no unts Blacbody spectral radancy Krchhoff s Law emssvty equals absorptvty emsson absorpton d emsson absorpton Dfferental form of the eqn. of radatve transfer d dx 3

4 . Eqn. of radatve transfer / Beer s Law Enery balance Dfferental form of the eqn. of radatve transfer d dx nterate over L nterated form of the eqn. of radatve transfer L L Optcal depth o (ν) Gas (ν) Collmated ν L Consder two nterestn cases: Emsson, bsorpton 4

5 . Eqn. of radatve transfer / Beer s Law Case : Emsson erment (no external radaton source) Emsson types: pectral radancy: pectral emssvty: L L L, L nterate over ν L Ld L L L L nle/multple lne nle/multple bands Contnuum Optcal depth: Optcally thc: Optcally thn: L L 4 L, L, Note: d d L 4 d -4 tefan-boltzmann constant er cm s K L L L, ε L 5

6 . Eqn. of radatve transfer / Beer s Law Case : bsorpton erment L L L L = v (- v ) = absorbance Beer s Law / Beer-Lambert Law lternate form: L Observatons:. he same equaton would apply to the transmsson of a pulse of laser exctaton, wth enery E [/cm /cm - ],.e., =E /E. he fundamental parameter controlln absorpton over lenth L s the spectral absorpton coeffcent,. How s related to fundamental molecular parameters? 6

7 . Ensten theory of radaton mplfed theory (Mlne heory) tate ranston probablty/s of process per atom n state or pontaneous Emsson nduced bsorpton nduced Emsson B ρ(ν) B ρ(ν) E Enery E h tate otal transton rate [molec/s] N N B ρ(ν) N B ρ(ν) Ensten coeffcents of radaton B ρ(ν) B ρ(ν) he probablty/s that a molecule n state osed to radaton of spectral densty ρ(ν) [/(cm 3 Hz)] wll absorb a quantum hν and pass to state. he Ensten B-coeffcent thus carres unts of cm 3 Hz( s). he probablty/s that a molecule n state osed to radaton of spectral densty ρ(ν) wll emt a quantum hν and pass to state. he probablty/s of spontaneous transfer from state to wth release of photon of enery hν (wthout reard to the presence of ρ(ν)). 7

8 . Ensten theory of radaton mplfed theory (Mlne heory) Equlbrum Detaled balance N N B N B eq rad molec/s entern state N B h N B eq Planc s blacbody dstrbuton B rad. equl. 3 8h 3 B c statstcal equl h / c B eq / h / molec/s leavn state Note: for collmated lht eq 3 - eq np h /cm s - n h cw/cm s B B / B 3 8h / c h / Radatve lfetme Where s the ln to? p h / 3 / c 8

9 . Ensten theory of radaton Fnd for a structureless absorpton lne of wdth δν Recall Beer s Law: L d dx ν δν Gas ν δν+(d ν )δν bsorbed power Optcally thn lmt P abs ncdent power over fracton absorbed W/cm L W/cm s - s - dx P dx Now, let s fnd fracton absorbed usn Ensten coeffcents abs dx Pabs fracton absorbed dx 9

10 . Ensten theory of radaton Fnd ν for a structureless absorpton lne of wdth δν ν δν Enery balance d nduced emsson spontaneous emsson nduced absorpton nduced emsson = nduced absorpton = for collmated lht ndx B h molec/cm ndx B h molec/cm n state n state prob/s of emsson prob/s of emsson d n B n B d dx enery per photon enery per photon h cm n B h / c h n B c h c dx n B Gas dx Recall: ν δν+(d ν )δν nce ν s a functon of δν, we conclude depends on lnewdths + hence shape; next, repeat wth realstc lneshape / c

11 Where are we headed next? mproved Ensten heory, Radatve Lfetme, Lne trenth 3. pectral absorpton coeffcent wth proper lneshape 4. Radatve lfetme 5. Lne strenths emperature dependence = absorbance X HO =. L = 5 cm Band strenth Wavenumber [cm - ] Water vapor absorpton spectrum smulated from HRN

12 . pectral absorpton coeffcent Eqn. of radatve transfer Recall: o Gas (ν) (ν) Collmated ν L L L ndependent of lneshape! d, cm dx For structureless absorpton lne of wdth δν (Hz), we found h n B h cm / c Note n, B, and /δ Next: use realstc lneshape to replace /δ

13 . pectral absorpton coeffcent Repeat dervaton of ν usn an mproved lneshape model tructureless absorpton lne of wdth δν Replace wth realstc lneshape typcal absorpton lne wth typcal structure 3

14 3. pectral absorpton coeffcent ν Recall Beer s Law: Defne: Note: d, max p,max d lne d L L Normalzed lneshape functon verae wdth cmor s, d lne nverse frequency ln Relevant transton probabltes have the same spectral dependence (shape) as and () nd we can antcpate that /v wll be replaced by n v equaton 4

15 3. pectral absorpton coeffcent Modfed model tate ranston probablty/s/molec (n level or ) for rane ν to ν +dν pontaneous Emsson nduced bsorpton nduced Emsson φ(ν)dν B φ(ν)dνρ(ν) B φ(ν)dνρ(ν) E Enery E h tate Ensten coeffcents of radaton φ(ν)dν B φ(ν)dνρ(ν) he probablty/s of a molecule underon spontaneous emsson, n the rane ν ν+dν. [Note that the nteral of ths quantty over the rane of allowed s just [s - ],.e., d.] he probablty/s of a molecule underon a transton from, n the rane ν ν+dν. B φ(ν)dνρ(ν) Recall: he probablty/s of a molecule underon a transton from, n the rane ν ν+dν. / c 5

16 3. pectral absorpton coeffcent Enery balance ν dν Gas ν dν+(d ν )dν d d [W/cm n ν to ν+dν] dx emsson n d absorpton n #/cc n dx molec/cm B d / c h ndx B d c h / prob/s molec for d d dx h n c d enery/photon B nb h nb h / c nterated absorpton / Lne strenth d cm s - - lne h c n B h / 6

17 3. pectral absorpton coeffcent Lne strenth alternate forms Lne strenth does not depend on lneshape, but s a functon of n,, B Oscllator strenth n 8 e n mec f f where h / cm s h / cm s.65cm Hzn f h actual /, p n 7 cm / P, n =n=.7x 9 cm -3, ( hν /)<<, actual h /, classcal e, classcal n mec e, mec f f.65cm Hz f 7

18 3. pectral absorpton coeffcent mportant observatons. From the ornal defnton of ν and we have. When h / cm hν/= 4 hν/=x 4 hν/=4x 4 K h / Hz as s common for electronc state transtons e n mec.65cm Hz n 8 f f n f / f.5 cm Radatve lfetme of the transton / 8

19 3. pectral absorpton coeffcent Example: Resonance ranston Resonance transton one that couples the round state to the frst excted state lower (L) upper (U) Electronc transton of a sodum atom Na3 / 3 P/ 5, 589nm 5.89 cm Conventons: atoms: (L-U) molecules:(u L), arrow denotes absorpton or emsson f j : denotes ntal state, j denotes fnal 9 f 589nm.5 cm 5.4 s 9 8 Measured: 6. s.6 s f.35 tron atomc transton: snle electron Much smaller for molecular transtons: ~

20 3. pectral absorpton coeffcent Oscllator strenth ranstons f λ [nm] 3 / 3 P / / 3 P 3/ P Oscllator strenths of selected sodum transtons Molecule CO OH v' v Electronc ranston Band center [cm - ] x x x -6 Σ Π 36.x -3 CN Π Σ 97.x - bsorpton oscllator strenths of selected vbratonal and vbronc bands of a few molecules f

21 4. Radatve lfetme u l dn dt Radatve and non-radatve lfetmes u Rate equaton for radatve decay n Upper level u u u l l spontaneous emsson only Lower level l Radatve lfetme (zero-pressure lfetme) Rate equaton for non-radatve decay dnu nu nrnu dt nr nr Rate parameter [s - ] Non-radatve decay tme, depends on the transton consdered and on the surroundn molecules r n u t n t ul l u ul l ntal number densty multaneous presence of radatve and non-radatve transtons dnu nu nu nu, r nr Lfetme of level u dt r nr

22 5. Lne strenths lternate forms Lne strenths cm cm cm cm ccm/s s d cm / ccm /s cm / atm cm / Patm cm / cm cm / cd s Number densty of absorbn speces n state n c h / P atm 8 * cm / moleccm nmolec/ cc cm / atm deal as law * cm / moleccm 35dynes/ cm atm cm / atm er/k * 7.34 cm =96K HRN unt P * atm cm atm

23 5. Lne strenths lternate forms Beer s Law,, L n L PL PL n = number densty of the absorbn speces [molecules/cm 3 ] σ ν = absorpton cross-secton [cm /molec] = lne strenth [cm - atm - ] or [cm - sec - /atm] β ν = frequency-dependent absorpton coeffcent [cm - /atm] P = partal pressure of speces [atm] φ ν = frequency-dependent lneshape functon [cm] or [s] v = v L = absorbance Common to use atmosphere and wavenumber unts n R cm /atm d cm s cp atm 8.8 c 8 n P 3 P n atm f h / h / / P absorpton coeffcent per atmosphere of pressure 3

24 emperature dependence 4 5. Lne strenths,, hc hc hce Q Q Lne strenth n unts of [cm - atm - ] Lne strenth n unts of [cm - /(molecule cm - ],, * * hc hc hce Q Q * *

25 Band strenth 5 5. Lne strenths Example: Heteronuclear Datomc Band trenth ' ' ' v v R P band band lnes 6 6 / 8.3 / 8.3 n n c P n n c R / n n c h n n c R R / ' /.3 8 ' 6 ' atm, P n P Based on normalzed Hönl-London factor

26 5. Lne strenths Band strenth band lnes band Example: Heteronuclear Datomc Band trenth 6.3 c 8 Band strenth of CO: 3. 8 CO 73K 8cm /atm 5cm 36s s.8s Compare wth prevous example of τ Na 6ns R transtons have much lower values of and loner radatve lfetme than UV/Vsble transtons due to ther smaller chanes n dpole moment 6

27 Next: pectral Lneshapes Doppler, Natural, Collsonal and tar Broadenn Vot Profles

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

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

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

Lecture 6: Diatomic gases (and others)

Lecture 6: Diatomic gases (and others) Lecture 6: Datomc gases and others) General rule for calculatng n complex systems Ams: Deal wth a quantsed datomc molecule: Translatonal degrees of freedom last lecture); Rotaton and Vbraton. Partton functon

More information

4. INTERACTION OF LIGHT WITH MATTER

4. INTERACTION OF LIGHT WITH MATTER Andre Tokmakoff, MIT Department of Chemstry, /8/7 4-1 4. INTERACTION OF LIGHT WITH MATTER One of the most mportant topcs n tme-dependent quantum mechancs for chemsts s the descrpton of spectroscopy, whch

More information

Degenerate PT. ψ φ λψ. When two zeroth order states are degenerate (or near degenerate), cannot use simple PT.

Degenerate PT. ψ φ λψ. When two zeroth order states are degenerate (or near degenerate), cannot use simple PT. Degenerate PT When two zeroth order states are degenerate (or near degenerate), cannot use smple PT. Degenerate PT desgned to deal wth such cases Suppose the energy level of nterest s r fold degenerate

More information

4. Blackbody Radiation, Boltzmann Statistics, Temperature, and Thermodynamic Equilibrium

4. Blackbody Radiation, Boltzmann Statistics, Temperature, and Thermodynamic Equilibrium 4. Blackbody Radaton, Boltzmann Statstcs, Temperature, and Thermodynamc Equlbrum Blackbody radaton, temperature, and thermodynamc equlbrum gve a tghtly coupled descrpton of systems (atmospheres, volumes,

More information

Lecture 3. Interaction of radiation with surfaces. Upcoming classes

Lecture 3. Interaction of radiation with surfaces. Upcoming classes Radaton transfer n envronmental scences Lecture 3. Interacton of radaton wth surfaces Upcomng classes When a ray of lght nteracts wth a surface several nteractons are possble: 1. It s absorbed. 2. It s

More information

4. INTERACTION OF LIGHT WITH MATTER

4. INTERACTION OF LIGHT WITH MATTER Andre Tokmakoff, MIT Department of Chemstry, 3/8/7 4-1 4. INTERACTION OF LIGHT WITH MATTER One of the most mportant topcs n tme-dependent quantum mechancs for chemsts s the descrpton of spectroscopy, whch

More information

STATISTICAL MECHANICS

STATISTICAL MECHANICS STATISTICAL MECHANICS Thermal Energy Recall that KE can always be separated nto 2 terms: KE system = 1 2 M 2 total v CM KE nternal Rgd-body rotaton and elastc / sound waves Use smplfyng assumptons KE of

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

Lecture 3: Boltzmann distribution

Lecture 3: Boltzmann distribution Lecture 3: Boltzmann dstrbuton Statstcal mechancs: concepts Ams: Dervaton of Boltzmann dstrbuton: Basc postulate of statstcal mechancs. All states equally lkely. Equal a-pror probablty: Statstcal vew of

More information

) is the unite step-function, which signifies that the second term of the right-hand side of the

) is the unite step-function, which signifies that the second term of the right-hand side of the Casmr nteracton of excted meda n electromagnetc felds Yury Sherkunov Introducton The long-range electrc dpole nteracton between an excted atom and a ground-state atom s consdered n ref. [1,] wth the help

More information

Radiation Chapter 12 L8 (MMV031) Martin Andersson

Radiation Chapter 12 L8 (MMV031) Martin Andersson Radaton Chapter 12 L8 (MMV031) Martn Andersson Contents Thermal Radaton Gas radaton Thermal radaton Thermal radaton s the electromagnetc radaton a body s emttng due to ts temperature electromagnetc radaton

More information

Physics 3 (PHYF144) Chap 2: Heat and the First Law of Thermodynamics System. Quantity Positive Negative

Physics 3 (PHYF144) Chap 2: Heat and the First Law of Thermodynamics System. Quantity Positive Negative Physcs (PHYF hap : Heat and the Frst aw of hermodynamcs -. Work and Heat n hermodynamc Processes A thermodynamc system s a system that may exchange energy wth ts surroundngs by means of heat and work.

More information

3. Be able to derive the chemical equilibrium constants from statistical mechanics.

3. Be able to derive the chemical equilibrium constants from statistical mechanics. Lecture #17 1 Lecture 17 Objectves: 1. Notaton of chemcal reactons 2. General equlbrum 3. Be able to derve the chemcal equlbrum constants from statstcal mechancs. 4. Identfy how nondeal behavor can be

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

Atmospheric Radiation Fall 2008

Atmospheric Radiation Fall 2008 MIT OpenCourseWare http://ocw.mt.edu.85 Atmospherc Radaton Fall 008 For nformaton about ctng these materals or our Terms of Use, vst: http://ocw.mt.edu/terms. .85, Atmospherc Radaton Dr. Robert A. McClatchey

More information

A REVIEW OF ERROR ANALYSIS

A REVIEW OF ERROR ANALYSIS A REVIEW OF ERROR AALYI EEP Laborator EVE-4860 / MAE-4370 Updated 006 Error Analss In the laborator we measure phscal uanttes. All measurements are subject to some uncertantes. Error analss s the stud

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

EXAM INFORMATION. Harmonic Oscillator. Anharmonic Oscillator 1 ~ 1. Rigid Rotor

EXAM INFORMATION. Harmonic Oscillator. Anharmonic Oscillator 1 ~ 1. Rigid Rotor EXAM INFORMATION Harmonc Oscllator Hamltonan: H d dx 1 kx Energy Levels: 1 k mm 1 En n n 0,1,, c m m 1 Anharmonc Oscllator Energy Levels: E n 1 ~ 1 n hc n hcx ~ e n 0,1,,... Rgd Rotor Quantum Numbers:

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

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

TP A SOLUTION. For an ideal monatomic gas U=3/2nRT, Since the process is at constant pressure Q = C. giving ) =1000/(5/2*8.31*10)

TP A SOLUTION. For an ideal monatomic gas U=3/2nRT, Since the process is at constant pressure Q = C. giving ) =1000/(5/2*8.31*10) T A SOLUTION For an deal monatomc gas U/nRT, Snce the process s at constant pressure Q C pn T gvng a: n Q /( 5 / R T ) /(5/*8.*) C V / R and C / R + R 5 / R. U U / nr T (/ ) R T ( Q / 5 / R T ) Q / 5 Q

More information

Physics 607 Exam 1. ( ) = 1, Γ( z +1) = zγ( z) x n e x2 dx = 1. e x2

Physics 607 Exam 1. ( ) = 1, Γ( z +1) = zγ( z) x n e x2 dx = 1. e x2 Physcs 607 Exam 1 Please be well-organzed, and show all sgnfcant steps clearly n all problems. You are graded on your wor, so please do not just wrte down answers wth no explanaton! Do all your wor on

More information

THEOREMS OF QUANTUM MECHANICS

THEOREMS OF QUANTUM MECHANICS THEOREMS OF QUANTUM MECHANICS In order to develop methods to treat many-electron systems (atoms & molecules), many of the theorems of quantum mechancs are useful. Useful Notaton The matrx element A mn

More information

NAME and Section No. it is found that 0.6 mol of O

NAME and Section No. it is found that 0.6 mol of O NAME and Secton No. Chemstry 391 Fall 7 Exam III KEY 1. (3 Ponts) ***Do 5 out of 6***(If 6 are done only the frst 5 wll be graded)*** a). In the reacton 3O O3 t s found that.6 mol of O are consumed. Fnd

More information

7 Stellar Structure III. introduc)on to Astrophysics, C. Bertulani, Texas A&M-Commerce 1

7 Stellar Structure III. introduc)on to Astrophysics, C. Bertulani, Texas A&M-Commerce 1 7 Stellar Structure III ntroduc)on to Astrophyscs, C. Bertulan, Texas A&M-Commerce 1 Fundamental physcal constants a radaton densty constant 7.55 10-16 J m -3 K -4 c velocty of lght 3.00 10 8 m s -1 G

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

( T) Blackbody Radiation. S hν. hν exp kt MODEL

( T) Blackbody Radiation. S hν. hν exp kt MODEL Let us use nsten's approach to relate gan and spontaneous emsson. ccordng to Plank:.The probablty o radaton takng place rom a black body decreased as the requency o the radaton ncreased.. The black body

More information

S Advanced Digital Communication (4 cr) Targets today

S Advanced Digital Communication (4 cr) Targets today S.72-3320 Advanced Dtal Communcaton (4 cr) Convolutonal Codes Tarets today Why to apply convolutonal codn? Defnn convolutonal codes Practcal encodn crcuts Defnn qualty of convolutonal codes Decodn prncples

More information

10/9/2003 PHY Lecture 11 1

10/9/2003 PHY Lecture 11 1 Announcements 1. Physc Colloquum today --The Physcs and Analyss of Non-nvasve Optcal Imagng. Today s lecture Bref revew of momentum & collsons Example HW problems Introducton to rotatons Defnton of angular

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

The Geometry of Logit and Probit

The Geometry of Logit and Probit The Geometry of Logt and Probt Ths short note s meant as a supplement to Chapters and 3 of Spatal Models of Parlamentary Votng and the notaton and reference to fgures n the text below s to those two chapters.

More information

Measurement of Radiation: Exposure. Purpose. Quantitative description of radiation

Measurement of Radiation: Exposure. Purpose. Quantitative description of radiation Measurement of Radaton: Exposure George Starkschall, Ph.D. Department of Radaton Physcs U.T. M.D. Anderson Cancer Center Purpose To ntroduce the concept of radaton exposure and to descrbe and evaluate

More information

V. Electrostatics. Lecture 25: Diffuse double layer structure

V. Electrostatics. Lecture 25: Diffuse double layer structure V. Electrostatcs Lecture 5: Dffuse double layer structure MIT Student Last tme we showed that whenever λ D L the electrolyte has a quas-neutral bulk (or outer ) regon at the geometrcal scale L, where there

More information

Problem Points Score Total 100

Problem Points Score Total 100 Physcs 450 Solutons of Sample Exam I Problem Ponts Score 1 8 15 3 17 4 0 5 0 Total 100 All wor must be shown n order to receve full credt. Wor must be legble and comprehensble wth answers clearly ndcated.

More information

Lecture 4. Instructor: Haipeng Luo

Lecture 4. Instructor: Haipeng Luo Lecture 4 Instructor: Hapeng Luo In the followng lectures, we focus on the expert problem and study more adaptve algorthms. Although Hedge s proven to be worst-case optmal, one may wonder how well t would

More information

5.60 Thermodynamics & Kinetics Spring 2008

5.60 Thermodynamics & Kinetics Spring 2008 MIT OpenCourseWare http://ocw.mt.edu 5.60 Thermodynamcs & Knetcs Sprng 2008 For nformaton about ctng these materals or our Terms of Use, vst: http://ocw.mt.edu/terms. 5.60 Sprng 2008 Lecture #29 page 1

More information

Econ107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4)

Econ107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4) I. Classcal Assumptons Econ7 Appled Econometrcs Topc 3: Classcal Model (Studenmund, Chapter 4) We have defned OLS and studed some algebrac propertes of OLS. In ths topc we wll study statstcal propertes

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

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

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

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

Introduction to Statistical Methods

Introduction to Statistical Methods Introducton to Statstcal Methods Physcs 4362, Lecture #3 hermodynamcs Classcal Statstcal Knetc heory Classcal hermodynamcs Macroscopc approach General propertes of the system Macroscopc varables 1 hermodynamc

More information

Electrostatic Potential from Transmembrane Currents

Electrostatic Potential from Transmembrane Currents Electrostatc Potental from Transmembrane Currents Let s assume that the current densty j(r, t) s ohmc;.e., lnearly proportonal to the electrc feld E(r, t): j = σ c (r)e (1) wth conductvty σ c = σ c (r).

More information

between standard Gibbs free energies of formation for products and reactants, ΔG! R = ν i ΔG f,i, we

between standard Gibbs free energies of formation for products and reactants, ΔG! R = ν i ΔG f,i, we hermodynamcs, Statstcal hermodynamcs, and Knetcs 4 th Edton,. Engel & P. ed Ch. 6 Part Answers to Selected Problems Q6.. Q6.4. If ξ =0. mole at equlbrum, the reacton s not ery far along. hus, there would

More information

...Thermodynamics. If Clausius Clapeyron fails. l T (v 2 v 1 ) = 0/0 Second order phase transition ( S, v = 0)

...Thermodynamics. If Clausius Clapeyron fails. l T (v 2 v 1 ) = 0/0 Second order phase transition ( S, v = 0) If Clausus Clapeyron fals ( ) dp dt pb =...Thermodynamcs l T (v 2 v 1 ) = 0/0 Second order phase transton ( S, v = 0) ( ) dp = c P,1 c P,2 dt Tv(β 1 β 2 ) Two phases ntermngled Ferromagnet (Excess spn-up

More information

8. Superfluid to Mott-insulator transition

8. Superfluid to Mott-insulator transition 8. Superflud to Mott-nsulator transton Overvew Optcal lattce potentals Soluton of the Schrödnger equaton for perodc potentals Band structure Bloch oscllaton of bosonc and fermonc atoms n optcal lattces

More information

Molecular Spectroscopy and Group Theory Chemistry 630 Bruce Johnson

Molecular Spectroscopy and Group Theory Chemistry 630 Bruce Johnson Molecular Spectroscopy and Group Theory Chemstry 630 Bruce Johnson I. Interacton of Lght and Matter Molecular Spectroscopy uses lght to probe structure and dynamcs of molecules. Most spectroscopy focuses

More information

Chemistry 163B Free Energy and Equilibrium E&R ( ch 6)

Chemistry 163B Free Energy and Equilibrium E&R ( ch 6) Chemstry 163B Free Energy and Equlbrum E&R ( ch 6) 1 ΔG reacton and equlbrum (frst pass) 1. ΔG < spontaneous ( natural, rreversble) ΔG = equlbrum (reversble) ΔG > spontaneous n reverse drecton. ΔG = ΔHΔS

More information

where v means the change in velocity, and t is the

where v means the change in velocity, and t is the 1 PHYS:100 LECTURE 4 MECHANICS (3) Ths lecture covers the eneral case of moton wth constant acceleraton and free fall (whch s one of the more mportant examples of moton wth constant acceleraton) n a more

More information

Course Electron Microprobe Analysis

Course Electron Microprobe Analysis Course 12.141 Electron Mcroprobe Analyss THE ELECTROMAGNETIC SPECTRUM Electron Probe X-ray Mcro-Analyss A) quanttatve chemcal analyss of solds: Be to U 1 mcrometer resoluton up to 10 ppm B) hgh-resoluton

More information

Lagrangian Field Theory

Lagrangian Field Theory Lagrangan Feld Theory Adam Lott PHY 391 Aprl 6, 017 1 Introducton Ths paper s a summary of Chapter of Mandl and Shaw s Quantum Feld Theory [1]. The frst thng to do s to fx the notaton. For the most part,

More information

Influence of chemi-ionization and chemi-recombination processes on the population of hydrogen Rydberg states in atmospheres of late type dwarfs

Influence of chemi-ionization and chemi-recombination processes on the population of hydrogen Rydberg states in atmospheres of late type dwarfs A&A 403, 787 791 (2003) DOI: 10.1051/0004-6361:20030463 c ESO 2003 Astronomy & Astrophyscs Influence of chem-onzaton and chem-recombnaton processes on the populaton of hydrogen Rydberg states n atmospheres

More information

6. Stochastic processes (2)

6. Stochastic processes (2) Contents Markov processes Brth-death processes Lect6.ppt S-38.45 - Introducton to Teletraffc Theory Sprng 5 Markov process Consder a contnuous-tme and dscrete-state stochastc process X(t) wth state space

More information

6. Stochastic processes (2)

6. Stochastic processes (2) 6. Stochastc processes () Lect6.ppt S-38.45 - Introducton to Teletraffc Theory Sprng 5 6. Stochastc processes () Contents Markov processes Brth-death processes 6. Stochastc processes () Markov process

More information

Chapter 1. Probability

Chapter 1. Probability Chapter. Probablty Mcroscopc propertes of matter: quantum mechancs, atomc and molecular propertes Macroscopc propertes of matter: thermodynamcs, E, H, C V, C p, S, A, G How do we relate these two propertes?

More information

Characteristics of populations and gains in neon-like argon Ar IX

Characteristics of populations and gains in neon-like argon Ar IX JOURNAL OF APPLIED PHYSICS VOLUME 84, NUMBER 11 1 DECEMBER 1998 Characterstcs of populatons and gans n neon-lke argon Ar IX Dong-Eon Km a) Department of Physcs, Pohang Unversty of Scence and Technology,

More information

Randomness and Computation

Randomness and Computation Randomness and Computaton or, Randomzed Algorthms Mary Cryan School of Informatcs Unversty of Ednburgh RC 208/9) Lecture 0 slde Balls n Bns m balls, n bns, and balls thrown unformly at random nto bns usually

More information

Experimental Techniques for Nuclear and Particle Physics. Interactions of particles in matter (1)

Experimental Techniques for Nuclear and Particle Physics. Interactions of particles in matter (1) Expermental Technques for Nuclear and Partcle Physcs Interactons of partcles n matter (1) Incdent beam/radaton feld on materal ("fxed" target / detector) N partcles per sec Φ flux (partcles/sec/unt area)

More information

Multi-dimensional Central Limit Theorem

Multi-dimensional Central Limit Theorem Mult-dmensonal Central Lmt heorem Outlne ( ( ( t as ( + ( + + ( ( ( Consder a sequence of ndependent random proceses t, t, dentcal to some ( t. Assume t = 0. Defne the sum process t t t t = ( t = (; t

More information

Chapter-1. Photon interaction with matter and production of fluorescent. X-rays

Chapter-1. Photon interaction with matter and production of fluorescent. X-rays Chapter-1 Photon nteracton wth matter and producton of fluorescent -rays 1.1 Introducton The study of nteracton of gamma rays wth matter has attaned a sgnfcant mportance n the feld of scence and technology.

More information

5.76 Lecture #21 2/28/94 Page 1. Lecture #21: Rotation of Polyatomic Molecules I

5.76 Lecture #21 2/28/94 Page 1. Lecture #21: Rotation of Polyatomic Molecules I 5.76 Lecture # /8/94 Page Lecture #: Rotaton of Polatomc Molecules I A datomc molecule s ver lmted n how t can rotate and vbrate. * R s to nternuclear as * onl one knd of vbraton A polatomc molecule can

More information

V T for n & P = constant

V T for n & P = constant Pchem 365: hermodynamcs -SUMMARY- Uwe Burghaus, Fargo, 5 9 Mnmum requrements for underneath of your pllow. However, wrte your own summary! You need to know the story behnd the equatons : Pressure : olume

More information

If two volatile and miscible liquids are combined to form a solution, Raoult s law is not obeyed. Use the experimental data in Table 9.

If two volatile and miscible liquids are combined to form a solution, Raoult s law is not obeyed. Use the experimental data in Table 9. 9.9 Real Solutons Exhbt Devatons from Raoult s Law If two volatle and mscble lquds are combned to form a soluton, Raoult s law s not obeyed. Use the expermental data n Table 9.3: Physcal Chemstry 00 Pearson

More information

Lecture 4. Macrostates and Microstates (Ch. 2 )

Lecture 4. Macrostates and Microstates (Ch. 2 ) Lecture 4. Macrostates and Mcrostates (Ch. ) The past three lectures: we have learned about thermal energy, how t s stored at the mcroscopc level, and how t can be transferred from one system to another.

More information

arxiv:astro-ph/ v1 30 Dec 1999

arxiv:astro-ph/ v1 30 Dec 1999 Space postronum detecton by rado measurements V. Burdyuzha 1, Ph. Durouchoux 2, V. Kauts 1 1 Astro Space Center Lebedev Physcal Insttute of Russan Academy of Scences, Profsoyuznaya 84/32, 117810 Moscow,

More information

Röntgen s experiment in X-ray Spectroscopy. Röntgen s experiment. Interaction of x-rays x. x-rays. with matter. Wavelength: m

Röntgen s experiment in X-ray Spectroscopy. Röntgen s experiment. Interaction of x-rays x. x-rays. with matter. Wavelength: m X-ray Spectroscopy Röntgen s experment n 1895 Lecture 1: Introducton & expermental aspects Lecture : Atomc Multplet Theory Crystal Feld Theory CTM4XAS program Lecture 3: Charge Transfer Multplet Theory

More information

EXAFS. Extended X-Ray Absorption Fine Structure. Santiago J. A. Figueroa Researcher Beamline coordinator XAFS2

EXAFS. Extended X-Ray Absorption Fine Structure. Santiago J. A. Figueroa Researcher Beamline coordinator XAFS2 EXAFS Santago J. A. Fgueroa Researcher Beamlne coordnator XAFS santago.fgueroa@lnls.br Extended X-Ray Absorpton Fne Structure EXAFS 5 th School on X-Ray Spectroscopy Methods Campnas, 3 de Agosto de 16

More information

Investigation of a New Monte Carlo Method for the Transitional Gas Flow

Investigation of a New Monte Carlo Method for the Transitional Gas Flow Investgaton of a New Monte Carlo Method for the Transtonal Gas Flow X. Luo and Chr. Day Karlsruhe Insttute of Technology(KIT) Insttute for Techncal Physcs 7602 Karlsruhe Germany Abstract. The Drect Smulaton

More information

Lecture 6 More on Complete Randomized Block Design (RBD)

Lecture 6 More on Complete Randomized Block Design (RBD) Lecture 6 More on Complete Randomzed Block Desgn (RBD) Multple test Multple test The multple comparsons or multple testng problem occurs when one consders a set of statstcal nferences smultaneously. For

More information

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X Statstcs 1: Probablty Theory II 37 3 EPECTATION OF SEVERAL RANDOM VARIABLES As n Probablty Theory I, the nterest n most stuatons les not on the actual dstrbuton of a random vector, but rather on a number

More information

Internal energy excitation and dissociation of molecular nitrogen in a compressing flow

Internal energy excitation and dissociation of molecular nitrogen in a compressing flow Center for Turbulence Research Annual Research Brefs 29 59 Internal energy exctaton and dssocaton of molecular ntrogen n a compressng flow By T. E. Magn, M. Panes, A. Bourdon, R. Jaffe AND D. Schwenke

More information

Applied Stochastic Processes

Applied Stochastic Processes STAT455/855 Fall 23 Appled Stochastc Processes Fnal Exam, Bref Solutons 1. (15 marks) (a) (7 marks) The dstrbuton of Y s gven by ( ) ( ) y 2 1 5 P (Y y) for y 2, 3,... The above follows because each of

More information

Dynamics 4600:203 Homework 08 Due: March 28, Solution: We identify the displacements of the blocks A and B with the coordinates x and y,

Dynamics 4600:203 Homework 08 Due: March 28, Solution: We identify the displacements of the blocks A and B with the coordinates x and y, Dynamcs 46:23 Homework 8 Due: March 28, 28 Name: Please denote your answers clearly,.e., box n, star, etc., and wrte neatly. There are no ponts for small, messy, unreadable work... please use lots of paper.

More information

Thermodynamics II. Department of Chemical Engineering. Prof. Kim, Jong Hak

Thermodynamics II. Department of Chemical Engineering. Prof. Kim, Jong Hak Thermodynamcs II Department of Chemcal Engneerng Prof. Km, Jong Hak Soluton Thermodynamcs : theory Obectve : lay the theoretcal foundaton for applcatons of thermodynamcs to gas mxture and lqud soluton

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

Laser Types Two main types depending on time operation Continuous Wave (CW) Pulsed operation Pulsed is easier, CW more useful

Laser Types Two main types depending on time operation Continuous Wave (CW) Pulsed operation Pulsed is easier, CW more useful What Makes a Laser Light Amplification by Stimulated Emission of Radiation Main Requirements of the Laser Laser Gain Medium (provides the light amplification) Optical Resonator Cavity (greatly increase

More information

Lecture 3: Probability Distributions

Lecture 3: Probability Distributions Lecture 3: Probablty Dstrbutons Random Varables Let us begn by defnng a sample space as a set of outcomes from an experment. We denote ths by S. A random varable s a functon whch maps outcomes nto the

More information

The non-negativity of probabilities and the collapse of state

The non-negativity of probabilities and the collapse of state The non-negatvty of probabltes and the collapse of state Slobodan Prvanovć Insttute of Physcs, P.O. Box 57, 11080 Belgrade, Serba Abstract The dynamcal equaton, beng the combnaton of Schrödnger and Louvlle

More information

Physics 115. Molecular motion and temperature Phase equilibrium, evaporation

Physics 115. Molecular motion and temperature Phase equilibrium, evaporation Physcs 115 General Physcs II Sesson 9 Molecular moton and temperature Phase equlbrum, evaporaton R. J. Wlkes Emal: phy115a@u.washngton.edu Home page: http://courses.washngton.edu/phy115a/ 4/14/14 Physcs

More information

Continuous Time Markov Chain

Continuous Time Markov Chain Contnuous Tme Markov Chan Hu Jn Department of Electroncs and Communcaton Engneerng Hanyang Unversty ERICA Campus Contents Contnuous tme Markov Chan (CTMC) Propertes of sojourn tme Relatons Transton probablty

More information

Turbulent Nonpremixed Flames

Turbulent Nonpremixed Flames School of Aerospace Engneerng Turbulent Nonpremxed Flames Jerry Setzman. 5 Mole Fracton.15.1.5 CH4 HO HCO x 1 Temperature Methane Flame.1..3 Dstance (cm) 15 1 5 Temperature (K) TurbulentNonpremxed -1 School

More information

Primer on High-Order Moment Estimators

Primer on High-Order Moment Estimators Prmer on Hgh-Order Moment Estmators Ton M. Whted July 2007 The Errors-n-Varables Model We wll start wth the classcal EIV for one msmeasured regressor. The general case s n Erckson and Whted Econometrc

More information

Numerical Solution of Ordinary Differential Equations

Numerical Solution of Ordinary Differential Equations Numercal Methods (CENG 00) CHAPTER-VI Numercal Soluton of Ordnar Dfferental Equatons 6 Introducton Dfferental equatons are equatons composed of an unknown functon and ts dervatves The followng are examples

More information

SPACE-FREQUENCY MODEL OF ULTRA WIDE-BAND INTERACTIONS IN FREE-ELECTRON LASERS. Yosef Pinhasi Yuri Lurie Asher Yahalom

SPACE-FREQUENCY MODEL OF ULTRA WIDE-BAND INTERACTIONS IN FREE-ELECTRON LASERS. Yosef Pinhasi Yuri Lurie Asher Yahalom מכללת י ה ו דה ו שומרו ן The College of Judea and Samara המ ח לקה ל הנדסת חש מ ל ו א לקטרוניקה Dept. of Electrcal and Electronc Engneerng SPACE-FREQUENCY MODEL OF ULTRA WIDE-BAND INTERACTIONS IN FREE-ELECTRON

More information

PhysicsAndMathsTutor.com

PhysicsAndMathsTutor.com PhscsAndMathsTutor.com phscsandmathstutor.com June 005 5. The random varable X has probablt functon k, = 1,, 3, P( X = ) = k ( + 1), = 4, 5, where k s a constant. (a) Fnd the value of k. (b) Fnd the eact

More information

Homework Assignment 3 Due in class, Thursday October 15

Homework Assignment 3 Due in class, Thursday October 15 Homework Assgnment 3 Due n class, Thursday October 15 SDS 383C Statstcal Modelng I 1 Rdge regresson and Lasso 1. Get the Prostrate cancer data from http://statweb.stanford.edu/~tbs/elemstatlearn/ datasets/prostate.data.

More information

Using T.O.M to Estimate Parameter of distributions that have not Single Exponential Family

Using T.O.M to Estimate Parameter of distributions that have not Single Exponential Family IOSR Journal of Mathematcs IOSR-JM) ISSN: 2278-5728. Volume 3, Issue 3 Sep-Oct. 202), PP 44-48 www.osrjournals.org Usng T.O.M to Estmate Parameter of dstrbutons that have not Sngle Exponental Famly Jubran

More information

Chapter 7 Channel Capacity and Coding

Chapter 7 Channel Capacity and Coding Chapter 7 Channel Capacty and Codng Contents 7. Channel models and channel capacty 7.. Channel models Bnary symmetrc channel Dscrete memoryless channels Dscrete-nput, contnuous-output channel Waveform

More information

A Nonlinear Transport Problem of Monochromatic Photons in Resonance with a Gas

A Nonlinear Transport Problem of Monochromatic Photons in Resonance with a Gas A Nonlnear ransport Problem of onochromatc Photons n Resonance wth a Gas G. Lauro, R. onaco and. Pandolf Banch Dpartmento d atematca Applcata G. Sansone, Unverstà d Frenze, Frenze, Italy Poltecnco d orno,

More information

Bayesian decision theory. Nuno Vasconcelos ECE Department, UCSD

Bayesian decision theory. Nuno Vasconcelos ECE Department, UCSD Bayesan decson theory Nuno Vasconcelos ECE Department, UCSD Bayesan decson theory recall that we have state of the world observatons decson functon L[,y] loss of predctn y wth the epected value of the

More information

IIM Shillong PGP ( ) Admissions Process

IIM Shillong PGP ( ) Admissions Process IIM Shllon PGP (07-9) Admssons Process After CAT 06, the canddates for admsson to PGP (07-9) batch wll be selected n two phases. In the frst phase, a short lst of canddates would be declared for the Group

More information

Thermodynamics General

Thermodynamics General Thermodynamcs General Lecture 1 Lecture 1 s devoted to establshng buldng blocks for dscussng thermodynamcs. In addton, the equaton of state wll be establshed. I. Buldng blocks for thermodynamcs A. Dmensons,

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

Abneesh Srivastava and Joseph T. Hodges

Abneesh Srivastava and Joseph T. Hodges Supportng Informaton for Development of a Hgh-Resoluton Laser Absorpton Spectroscopy Method wth Applcaton to the Determnaton of Absolute Concentraton of Gaseous Elemental Mercury n Ar" Abneesh Srvastava

More information

Chapter 15: Radiation Heat Transfer

Chapter 15: Radiation Heat Transfer Chapter 5: adaton Heat Transfer adaton dffers from Conducton and Convecton heat t transfer mechansms, n the sense that t does not requre the presence of a materal medum to occur nergy transfer by radaton

More information

On resolving the optical spectra of the edge plasma radiation against a strong background of the divertor stray light

On resolving the optical spectra of the edge plasma radiation against a strong background of the divertor stray light Journal of Physcs: Conference Seres PAPER OPEN ACCESS On resolvng the optcal spectra of the edge plasma radaton aganst a strong background of the dvertor stray lght To cte ths artcle: L Ognev and V S Lstsa

More information