7. Renormalization and universality in pionless EFT
|
|
- Leona Harvey
- 5 years ago
- Views:
Transcription
1 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 7. Renoralization and universality in pionless EFT Recall the scales of nuclear forces fro Section 5: Pionless EFT is applicable to the region Q π. This EFT offers a systeatic expansion in Q/Λ breakdown, where the breakdown scale should be of order π. We ve already seen in Section 6 how we can describe the scattering aplitude (or on-shell T-atrix) in perturbation theory in kr (reproducing the effective range expansion) if the theory is natural. In practice this eans all of the ERE coefficients, and a 0 in particular, are of order R. We first consider an explicit exaple of atching for the perturbative case and then consider the unnatural case. a. Perturbative atching to a (toy) underlying theory This section is a slightly edited excerpt fro Perturbative Effective Field Theory at Finite Density by Furnstahl, Steele, and Tirfessa, nucl-th/ or Nucl. Phys. A 67, 396 (000) [4]. As a concrete exaple of perturbative atching an underlying theory to a low-energy EFT, we take the underlying potential to be a separable potential in the S 0 -channel that falls off at large oenta and depends on the relative oentu k k k k only, k ˆV true k = 4π α 3 M (k + )(k + ). () [Recall that Galilean boost invariance requires the interaction between two free nucleons of oentu k and k to be independent of their center-of-ass oentu P = k + k.] The ass corresponds to the range (and non-locality) of the potential; it plays the role of the underlying short-distance scale. We adopt an overall noralization of 4π/M, with M the nucleon ass. The diensionless coupling α provides a perturbative expansion paraeter. If α is O(), then the effective range paraeters are of natural size, which eans a constant of order one ties, in this case, a power of (details in the Appendix of [4]). An EFT can describe observables fro the interaction in Eq. () to any desired accuracy as long as the details of the underlying potential are not probed. For scattering observables, this restricts the external oentu k to be uch less than the characteristic ass. The effective potential can then be written as a oentu expansion ( k ˆV k + k ) ( k + k ) ( EFT k = C 0 + C + C C k k ) , () 4 which ust be regulated. Two possible regularization schees are diensional regularization with power divergence subtraction (DR/PDS) [8] and cutoff regularization (CR). In the latter case we use An extension to higher partial waves is straightforward and does not introduce new features into the analysis.
2 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 a gaussian separable cutoff in oentu space that strongly daps oenta above an arbitrary cutoff Λ c : ( k ˆV k EFT k = [C + k ) ( k + k ) ( 0 + C + C C k k ) ] e (k +k )/Λ c. (3) 4 For perturbative calculations, analytic expansions can be obtained for these schees in both freespace and in a unifor finite-density syste. The idea of a perturbative atching calculation is that we can work to n th order in the oentu expansion and deterine the corresponding coefficients C 0,..., C n order-by-order perturbatively in the coupling α by equating observables calculated fro the true and EFT hailtonians [0]. We define the series expansion coefficients C (s) n by C n = s= α s C (s) n. (4) It is not necessary that perturbation theory for the observables converges in the low-oentu liit, but for our exaple it does. We will carry out the atching for C 0 in soe detail so that the generalization to higher orders and the extension to finite density is clear. We choose the on-shell T -atrix as our atching observable, since it has a natural perturbative expansion: the Born series ˆT = ˆV + ˆV Ĝ0 ˆV +, with Ĝ0 = (E Ĥ0). We start our discussion with cutoff regularization because the physical content of the renoralization is anifest. At O(α), the on-shell T -atrix is just the on-shell potential ˆV, which for k, Λ c can be expanded (it is sufficient to take k = k for S-waves): k ˆV 4π α 3 k = M (k + ) = 4πα M + O(k ), true αc () /Λ 0 e k c = αc () 0 + O(k ), EFT (CR) where we have used the shorthand notation O(k ) to denote natural corrections with the proper diension ultiplied by either k / or k /Λ c as applicable. Matching to this order fixes (5) and is indicated scheatically in Fig. a. C () 0 = 4π M, (6) Matching at O(α ) is illustrated in Fig. b. There are two contributions on the EFT side: ˆV Ĝ0 ˆV evaluated using C () 0 fixed by Eq. (6), and ˆV evaluated with the O(α ) contribution to The ain assuption is that the short-distance physics is perturbative. The coefficients will have convergent expansions in α since, as we will see explicitly, higher-order constants incorporate high oentu physics only and so are not sensitive to possible infrared divergences (e.g., fro a long-range Coulob potential). This eans that perturbative atching is sufficient even if the constants will then be used in a nonperturbative calculation (see Ref. [0] for an exaple).
3 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 3 Figure : Perturbative atching in free-space to O(k ). reinder that the potential is separable. The double line for the potential is a C 0, naely, C () 0. The latter renoralizes C 0. To illustrate the physics of this renoralization, we consider explicitly the difference of ˆV Ĝ0 ˆV true and ˆV Ĝ0 ˆV EFT : ˆV Ĝ0 ˆV = ( ) { 4πα M e k /Λ c k + [ d 3 q (π) 3 q + M k q + iη ] q + k + [ d 3 ] } q /Λ M (π) 3 e q c /Λ k q + iη e q c e k /Λ c. (7) Because we are only working to O(k ) in the effective potential, we can expand all k dependence except for Ĝ0, since q can be saller than k: ( ) ˆV Ĝ0 ˆV 4πα dq q [ M = M 0 π k q + iη ( = 4πα M Λ c π 4 (q + ) e q /Λ c ] + O(k ) ) + O(k ). (8) The constant C () 0 is chosen to cancel the k independent part of ˆV Ĝ0 ˆV, so that the net result for ˆV + ˆV Ĝ0 ˆV is O(k ): C () 0 = 4π ( M ) Λ c. (9) π Choosing the cutoff Λ c keeps the constants natural and gives the axiu range of validity for the EFT []. As expected fro the uncertainty principle, the local interaction C () 0 is deterined entirely by high-oentu (q Λ c ) contributions in the loop integral [0]. This is because for q Λ c, the true and EFT tree-level results have already been atched in Eq. (5) to leading order in q and therefore cancel in the integrand of Eq. (8). Note that C () 0 reoves the Λ c dependence while correcting for the contributions in the loop integral fro the high-energy states. The ability
4 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 4 to absorb the high-oentu coponents of the interaction into the constants of the effective potential is a generic feature of an EFT approach and is essential for a systeatic prediction. If we add a long-range potential to the true theory, we ust also reproduce its long-wavelength effects in the EFT, so we will still have agreeent in the low-oentu region where q Λ c, and the analysis goes through unchanged. If we extend the effective potential to include two constants, the αc () q piece serves to ake the low-oentu part of the loop integrals agree to O(q 4 ), and the high-oentu part of ˆV Ĝ0 ˆV is absorbed into α (C () 0 + C () k ). As a result, the EFT reproduces the observables to O(k 4 ). The addition of C requires an additional renoralization of C 0 in cutoff regularization (see Appendix of [4]), which eans that all the constants change with each successive order in the oentu expansion. Having convinced ourselves of the physical origin of the constants, we ove to the sipler but physically less transparent diensional regularization. It has been shown that power counting with only short-range potentials is regularization schee independent for free-space observables [, ], as considered here. Coparing the expressions for the true and effective T -atrix to leading order in α again leads to k ˆV 4π α 3 k = M (k + ) = 4πα M + O(k ), true (0) αc () 0 + O(k ), EFT (PDS) which fixes the first ter in Eq. (4) to be just as with the cutoff regulator. C () 0 = 4π M, () At the next order in α, the difference between ˆV Ĝ0 ˆV true and ˆV Ĝ0 ˆV EFT becoes ( ) { ˆV Ĝ0 ˆV 4πα [ d 3 q M ] = M k + (π) 3 q + k q + iη q + k + [ (µ ) 4 D d D q (π) D ] } M k q, () + iη where the second integral is diensionally regularized with D = 4 + ɛ and in general is evaluated in the PDS schee as [8] ( µ ) 4 D d D q (π) D Mk i q j Mk(i+j) k q + iη = (µ + ik). (3) 4π Here µ is the DR renoralization scale. As before, the low-oentu parts of the integrands already agree to O(q ), so the constant difference is fro the high-oentu behavior.
5 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 5 The results for the first two ters in the Born series are [ 4π α 3 k ˆV + ˆV Ĝ0 ˆV M (k k = + ) + α 6 ( k (k + ) 4 ) 0 αc () 0 + α C () 0 α M ( C () 4π )] ik, true (µ + ik), EFT (PDS) (4) which requires C () 0 = M ( 4π C () 0 ) ( µ ) ( ) ( 4π = M µ ), (5) for a proper atch to O(α, k ). Note that for Λ c = πµ, the DR/PDS constants are equivalent to the cutoff results Eqs. (6) and (9). This agreeent does not persist at higher orders in oentu. Carrying the atching to one ore order in α suggests a geoetric series for the C (s) 0 in the DR/PDS schee, which indeed sus to the full nonperturbative solution (see Appendix of [4]): C 0 = 4πα [ ( + α M µ )]. (6) Extending the analysis to higher orders in oentu (or expanding the full results fro the Appendix of [4] in powers of α) gives C () = ( 4π M ), ( ) ( 4π 5 C() = M 8 µ ) 4, (7) ( ) C () 4π 3 4 = M 4, ( ) ( 4π 7 C() 4 = M 0 µ ) 0 4. (8) As additional constants are added to the effective potential in DR/PDS, the previously fixed constants are not odified. This is not the case in CR (see Appendix of [4]) due to ters proportional to positive powers of the cutoff. The constant C 4 requires additional input, because it does not contribute to the on-shell twobody T -atrix. It is tepting to atch the true and EFT T -atrices off shell to deterine C 4, but this is never necessary, as only observables are required to fix the EFT constants. In particular, the additional on-shell constraint of atching the three-body scattering aplitudes [, ] can be used to find C 4. Because we are in a regie where the coupling is perturbative, the Faddeev equations are siplified to a set of three-to-three tree-level aplitudes at second-order in the potential, O(α ). The result fro atching is: ( ) C () 4π 4 = M 4. (9) () The second-order constant C 4 as well as true three-body ters (needed to absorb the divergences in three-to-three loop-level aplitudes) do not enter nuclear atter calculations until higher order in the α expansion.
6 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 6 [Note fro Ref. [5], which is about field redefinitions:... we can arbitrarily trade-off the value of C 4 with the coefficient of a three-body contact ter. This eans that off-shell atrix eleents of the potential (e.g., 0 ˆV EFT k ) and subsequently the off-shell T-atrix can be changed continuously by varying α, without changing any observables. One choice is to eliinate two-body off-shell vertices such as C 4 entirely in favor of any-body vertices that do not vanish on shell. This is the for of any-body EFT used in Ref. [7], which corresponds to Georgi s on-shell effective field theory [6]. In different situations, different choices ay be ore efficient [3].] By construction, the EFT systeatically reduces the error order-by-order in the oentu expansion. We can see this explicitly by exaining the truncation error in ˆT to O(α ), which is just ˆV + ˆV Ĝ0 ˆV, between calculations using the true and EFT potentials. 3 For an effective potential only containing C 0, the error is O(k ) [ ) ( ˆV + ˆV Ĝ0 ˆV = 4π α ( + 5 Λ + α c Λ )]( k CR c πλc ) M ( α + 5 )( k ) α DR/PDS and adding C brings the error to O(k 4 ) { α (3 ˆV + ˆV Ĝ0 ˆV = + O(k 3 ), (0) 4π M Λ c ) + 4 Λ 4 + α [ c Λ c + 4Λ ( c + π Λ 54 c Λ 4 c )] } ( k 4 4Λ 4 c ) 4 CR ( 3α 7α )( k ) 4 DR/PDS + O(k 5 ). () Note that the truncation error with CR depends on Λ c while in the DR/PDS schee the truncation error is independent of µ. Extending the analysis to nonperturbative calculations and finite density will in general require nuerical solutions, and so a connection between the analytical results above and a graphical error analysis is iportant. The error plots introduced by Lepage [0] are useful in this regard. Keeping constants to O(k 0 ), O(k ), and O(k 4 ) in the effective potential Eq. () or Eq. (3) leads to successively better approxiations to ˆV + ˆV Ĝ0 ˆV, as seen by the analytic expressions for the error Eqs. (0) and () and shown graphically in Fig.. With each additional order, the slope of the error increases, reflecting the iproved truncation error. (If a long-range potential is added to both the true and effective potentials, the absolute error in the DR/PDS power-counting schee 3 For the present perturbative case, this is ore convenient than looking at the error in k cot δ, which is appropriate for a nonperturbative calculation. In the error plots, we consider only the real part of the difference in ˆV + ˆV Ĝ0 ˆV. The iaginary part follows fro unitarity, which the EFT reproduces order-by-order.
7 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 7 T(k) [GeV ] O(k ) O(k 4 ) O(k 6 ) CR c = T(k) [GeV ] O(k ) O(k 4 ) O(k 6 ) DR/PDS k/ k/ Figure : Re k ˆT k to O(α ) vs. k/ for α = / and with M = 940 MeV and = 600 MeV. Results for cutoff regularization (CR) with Λ c = are shown on the left and for diensional regularization (DR/PDS) on the right. Note that a s = /3 and r e = 9/. will decrease but the error is always O(k ) [, 9].) For k the error is doinated by the first unatched ter, so the lines are straight on a log-log plot. The EFT should break down when the external oentu probes the details of the underlying potential; graphically the intersection of the lines 4 indicates the approxiate breakdown scale Λ. In our exaple, we see that Λ, as expected for a natural theory [with α O()]; indeed, all the errors are of the sae order for k. This breakdown scale does not change as ore orders in α are included in the contact interactions, but the accuracy does iprove. b. Non-perturbative atching First we consider the leading order coefficient C 0 for the unnatural case of large scattering length. That eans we expand about the /a 0 = 0 liit (so instead of ka 0, we have ka 0 ). The plan is to atch the expansion of the Lippann-Schwinger (LS) equation for the T-atrix to the on-shell for for the T-atrix fro the effective range expansion: T = 4π a 0 r 0 + ik. () We can do non-perturbative atching because we can solve the Lippann-Schwinger (LS) 4 To deterine the intersection scale, one should extend the lines fro the straight regions (k ) rather than looking at the actual intersection.
8 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 8 P/ + k P/ + k = P/ k P/ k it (k, cos θ) ic 0 (Λ) ic 0 (Λ)I 0 (k, Λ)C 0 ic 0 I 0 C 0 I 0 C 0 Figure 3: Lippann-Schwinger equation for the T atrix. equation exactly for V = C 0 : where T = C 0 + C 0 I 0 (k, Λ c )C 0 + C 0 I 0 (k, Λ c )C 0 I 0 (k, Λ c )C 0 + (3) = C 0 [ + I 0 (k, Λ c )C 0 + (I 0 (k, Λ c )C 0 ) + ] (4) C 0 = C 0 I 0 (k, Λ c ) = C 0 I 0 (k, Λ c ) (5) I 0 (k, Λ c ) = 4π ( ik + ) π Λ c O(k /Λ c). (6) If we take Λ c large, then the O(k /Λ c) correction is sall. For other ways to regulate the integral with a cutoff, Λ c will appear in each case, but the nuerical coefficient is different. Matching to the scattering length only by equating () and (5): which yields or 4π a 0 + ik = C 0 I 0 (k, Λ c ) = C 0 + 4π (ik + π Λ c + O(k /Λ c)), (7) = 4π + a 0 C 0 π Λ c (8) C 0 (Λ c ) = 4π a 0 π Λ. (9) c This running coupling C 0 will give cutoff independent results at low k (up to O(k /Λ c) corrections). So at leading order, we have to resu all of the C 0 interactions. Beyond leading order, we will still have to resu the C 0 interactions whenever they occur, but then treat higher-order two-body interactions perturbatively. Three-body interactions are another story, however (stay tuned)! Let s discuss the behavior of C(Λ c ) in the strong and weak interaction liits (unnatural and natural).. For strong interactions, a 0 0 in which case which is always attractive to give a zero-energy bound state. C 0 (Λ c ) = π Λ c < 0, (30)
9 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 9. For weak interactions, we can choose Λ c a 0 for a large cutoff range and expand C 0 (Λ c ) = 4πa 0 which is what we found before doing perturbative atching. π Λ ca 4πa 0 ( + π a 0Λ c ), (3) In the weak interaction case, each successive ter in the LS equation is suppressed by an additional power of a 0 Λ c. But in the strong interaction case, each vertex C 0 contributes a /Λ c factor while each I 0 (k, Λ c ) contributes (ik + Λ c ) Λ c. The result is that each ter in the expansion is equally iportant, which is our signal that we need to su the. Soe further coents: Once again, the result that the potential C 0 (Λ c ) depends on the choice of Λ c eans that it is not unique and hence can not be easured directly in an experient. We say that the potential is both scale and schee dependent. The scale dependence is fro changing Λ c, while the schee dependence is fro choosing a sharp cutoff as a regulator (cf. choosing C 0 e (k +k ) n /Λ n c with the interediate integrations running over the full range fro 0 to ). We need to use a consistent schee for currents and any-body forces. In coordinate space, the potential with a finite cutoff Λ c is a seared out delta function, fine-tuned in the unitary liit to have a bound-state at E = 0. c. More on errors in pionless EFT There are two sources of errors in the leading-order pionless EFT:. Fro oitted ters, such as C, C, which scale as ( ) Q ( ) Q Λ breakdown Λ b ( ) Q (3). Fro regularization artifacts, naely the finite cutoff leads to a Q /Λ c error, which effectively induces an effective range r 0 of order /Λ c. (That is, a contribution of this for corresponds to an effective range ter in the ERE.) Thus the total error should scale as the axiu of these errors: ( ( ) Q ( ) ) Q error ax,,. (33) Λ c Λ b This iplies that as long as Λ c Λ b, the regularization does not lead to errors larger than those already present fro the EFT truncation. π
10 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 0 The systeatics of the errors in phase shifts can be anifested by aking error plots (of the type used in ordinary nuerical analysis) that plot the logarith of the (relative) error versus the logarith of the oentu scale. These are generally called Lepage plots after their introduction in Ref. [0]. (Exaples for perturbative atching are in Fig..) For Λ c Λ b, we expect the low oentu region (i.e., well below the breakdown scale Λ b ) to be doinated by the leading power of k/λ b, so we get straight lines with increasing slope as we go fro LO to NLO to N LO. The asyptotic intercept should roughly deterine Λ b. If we consider a fixed order but vary Λ c < Λ b, we expect lines with the sae (low-oentu) slope, but for lower Λ c they will have the slope inherited fro the regulator. This will iprove (the line oves down) until it stops iproving for Λ c Λ b. The non-perturbative solution is increasingly non-linear as Λ c increases further, which could lead to a deterioration in the error. So nothing is gained in the error by taking Λ c toward and uch can be lost by aking the nuerical solution ore difficult. (You add increasingly incorrect physics in the su over interediate states, the loops, which has to be canceled by the interaction. This requires larger basis sizes and increased fine tuning, both of which are usually negatives fro a coputational point of view unless there are other copensations.) d. Renoralization group equation The running of C 0 (Λ c ) with the cutoff can be expressed in the for of a differential equation, which is called a renoralization group (RG) equation. The key is to deand that the on-shell T-atrix, which is easurable, ust be independent of Λ c (for sall k, because leading order): dt dλ c = d dλ c C 0 (Λ I c) 0(k, Λ c ) = 0 d = dλ c C 0 d dλ c I 0 (k, Λ c ) dc 0 (Λ c ) C 0 (Λ c ) dλ c dc 0(Λ c ) dλ c = π ( + O(k /Λ c) ) = π (C 0(Λ c )). (34) We ve neglected the k /Λ c correction at low k. Can you solve this equation? What is the initial condition? How does this copare to the QCD running coupling α s (Q )? This is usually written as a function of Q, while the C 0 running is with respect to Λ c ; how do you account for this? Can you explain how the source of the running is the sae? Can you devise an analogous quantity to Λ QCD? e. Generalized potential What is the ost general pionless potential? In Section 6 we considered a spin-dependent ter in the low-energy Lagrangian without isospin (that is, just spin-up and spin-down ferions, such as neutrons) and stated (without proof) that the ter was redundant. Let s revisit such a ter here
11 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 but at the level of the potential. So consider V = C S + C T σ σ. (35) We will account for the antisyetrization necessary in atrix eleents of V by adding operators that exchange the coordinates: V antisy. = ( P )V (36) where the exchange operator P acts on the relative oenta and the spin: P = P k k P spin where P spin = + σ σ. (37) (Do you agree that the action of P on the oenta is to siply exchange the relative oenta?) At leading order there is no oentu dependence, so P k k is just the identity operator, leaving V antisy. = ( P spin )(C S + C T σ σ ) = (C S 3C T + (3C T C S )σ σ ) = { 0 S = (C S 3C T ) S = 0 (38) where we have used (σ σ ) = 3 σ σ. (39) Thus we coe to the sae conclusion as in Section 6, which is that there is only one linearly independent cobination of C S and C T, naely C S 3C T. We could, for exaple, choose C S = C 0, C T = 0 or C S = 0, C T = C 0 /3 and we would get exactly the sae results. [Question: What is σ σ in spin-singlet and spin-triplet states?] [Question: How would you build construction operators that project onto spin-singlet and spin-triplet parts of a wave function?] Next consider LO pionless EFT but with spin and isospin. There are now four possible operators to consider:, σ σ, τ τ, σ σ τ τ, (40) but only two different S-waves (singlet and triplet). As you have probably guessed, only two of these are independent and we can pick any cobination. The conventional choice is: V LO NN = C S + C T σ σ. (4) At NLO there are 4 possible operators but only 7 are linearly independent. The conventional choice is VNN NLO =C (k + k ) + C k k + C S (k + k )σ σ + C S k k σ σ + ic LS (σ + σ ) (k k ) + C T σ (k k)σ (k k) + C T σ (k + k)σ (k + k). (4)
12 Renoralization and universality in pionless EFT (last revised: October 6, 04) 7 In the second line, the first ter is a spin-orbit interaction and the second and third ters lead to tensor interactions. The individual ters are explicitly non-local, because they do not depend only on the oentu transfer q = k k. However, it turns out that one can pick a different linear cobination that are (alost) all functions of q only. This turns out to be advantageous for soe applications. f. References [] P. F. Bedaque, H. W. Haer, and U. van Kolck. Effective theory for neutron-deuteron scattering: Energy dependence. Phys. Rev. C, 58:64 644, 998. [] P. F. Bedaque, H. W. Haer, and U. van Kolck. The three-boson syste with short-range interactions. Nucl. Phys. A, 646: , 999. [3] J.-W. Chen, G. Rupak, and M. J. Savage. Nucleon-nucleon effective field theory without pions. Nucl. Phys. A, 653:386 4, 999. [4] R. Furnstahl, J. V. Steele, and N. Tirfessa. Perturbative effective field theory at finite density. Nucl. Phys. A, 67:396 45, 000. [5] R. J. Furnstahl, H. W. Haer, and N. Tirfessa. Field redefinitions at finite density. Nucl. Phys. A, 689: , 00. [6] H. Georgi. On-shell effective field theory. Nucl. Phys. B, 36: , 99. [7] H. W. Haer and R. J. Furnstahl. Effective field theory for dilute feri systes. Nucl. Phys. A, 678:77 94, 000. [8] D. B. Kaplan, M. J. Savage, and M. B. Wise. Two-nucleon systes fro effective field theory. Nucl. Phys. B, 534:39 355, 998. [9] D. B. Kaplan and J. V. Steele. The Long and short of nuclear effective field theory expansions. Phys. Rev. C, 60:06400, 999. [0] G. Lepage. How to Renoralize the Schrödinger Equation [] J. V. Steele and R. Furnstahl. Regularization ethods for nucleon-nucleon effective field theory. Nucl. Phys. A, 637:46 6, 998. [] U. van Kolck. Effective field theory of short range forces. Nucl. Phys. A, 645:73 30, 999.
Scattering and bound states
Chapter Scattering and bound states In this chapter we give a review of quantu-echanical scattering theory. We focus on the relation between the scattering aplitude of a potential and its bound states
More informationPhysics 139B Solutions to Homework Set 3 Fall 2009
Physics 139B Solutions to Hoework Set 3 Fall 009 1. Consider a particle of ass attached to a rigid assless rod of fixed length R whose other end is fixed at the origin. The rod is free to rotate about
More informationModern Theory of Nuclear Forces
Evgeny Epelbaum, FZ Jülich & University Bonn Lacanau, 28.09.2009 Modern Theory of Nuclear Forces Lecture 1: Lecture 2: Introduction & first look into ChPT EFTs for two nucleons Chiral Perturbation Theory
More informationAt the end of Section 4, a summary of basic principles for low-energy effective theories was given, which we recap here.
Nuclear Forces 2 (last revised: September 30, 2014) 6 1 6. Nuclear Forces 2 a. Recap: Principles of low-energy effective theories Figure 1: Left: high-resolution, with wavelength of probe short compared
More information(a) As a reminder, the classical definition of angular momentum is: l = r p
PHYSICS T8: Standard Model Midter Exa Solution Key (216) 1. [2 points] Short Answer ( points each) (a) As a reinder, the classical definition of angular oentu is: l r p Based on this, what are the units
More information2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all
Lecture 6 Introduction to kinetic theory of plasa waves Introduction to kinetic theory So far we have been odeling plasa dynaics using fluid equations. The assuption has been that the pressure can be either
More informationSOLUTIONS. PROBLEM 1. The Hamiltonian of the particle in the gravitational field can be written as, x 0, + U(x), U(x) =
SOLUTIONS PROBLEM 1. The Hailtonian of the particle in the gravitational field can be written as { Ĥ = ˆp2, x 0, + U(x), U(x) = (1) 2 gx, x > 0. The siplest estiate coes fro the uncertainty relation. If
More informationDoes the quark cluster model predict any isospin two dibaryon. resonance? (1) Grupo defsica Nuclear
FUSAL - 4/95 Does the quark cluster odel predict any isospin two dibaryon resonance? A. Valcarce (1), H. Garcilazo (),F.Fernandez (1) and E. Moro (1) (1) Grupo defsica uclear Universidad de Salaanca, E-37008
More informationPhysics 215 Winter The Density Matrix
Physics 215 Winter 2018 The Density Matrix The quantu space of states is a Hilbert space H. Any state vector ψ H is a pure state. Since any linear cobination of eleents of H are also an eleent of H, it
More informationPHYSICS 110A : CLASSICAL MECHANICS MIDTERM EXAM #2
PHYSICS 110A : CLASSICAL MECHANICS MIDTERM EXAM #2 [1] Two blocks connected by a spring of spring constant k are free to slide frictionlessly along a horizontal surface, as shown in Fig. 1. The unstretched
More informationma x = -bv x + F rod.
Notes on Dynaical Systes Dynaics is the study of change. The priary ingredients of a dynaical syste are its state and its rule of change (also soeties called the dynaic). Dynaical systes can be continuous
More informationAsymptotic equations for two-body correlations
Asyptotic equations for two-body correlations M. Fabre de la Ripelle Abstract. An asyptotic equation for two-body correlations is proposed for a large nubers of particles in the frae work of the Integro-Differential
More information(a) Why cannot the Carnot cycle be applied in the real world? Because it would have to run infinitely slowly, which is not useful.
PHSX 446 FINAL EXAM Spring 25 First, soe basic knowledge questions You need not show work here; just give the answer More than one answer ight apply Don t waste tie transcribing answers; just write on
More informationMass Spectrum and Decay Constants of Conventional Mesons within an Infrared Confinement Model
Mass Spectru and Decay Constants of Conventional Mesons within an Infrared Confineent Model Gurjav Ganbold (BLTP, JINR; IPT MAS (Mongolia)) in collaboration with: T. Gutsche (Tuebingen) M. A. Ivanov (Dubna)
More informationData-Driven Imaging in Anisotropic Media
18 th World Conference on Non destructive Testing, 16- April 1, Durban, South Africa Data-Driven Iaging in Anisotropic Media Arno VOLKER 1 and Alan HUNTER 1 TNO Stieltjesweg 1, 6 AD, Delft, The Netherlands
More information13.2 Fully Polynomial Randomized Approximation Scheme for Permanent of Random 0-1 Matrices
CS71 Randoness & Coputation Spring 018 Instructor: Alistair Sinclair Lecture 13: February 7 Disclaier: These notes have not been subjected to the usual scrutiny accorded to foral publications. They ay
More informationKinematics and dynamics, a computational approach
Kineatics and dynaics, a coputational approach We begin the discussion of nuerical approaches to echanics with the definition for the velocity r r ( t t) r ( t) v( t) li li or r( t t) r( t) v( t) t for
More informationPolygonal Designs: Existence and Construction
Polygonal Designs: Existence and Construction John Hegean Departent of Matheatics, Stanford University, Stanford, CA 9405 Jeff Langford Departent of Matheatics, Drake University, Des Moines, IA 5011 G
More informationFeature Extraction Techniques
Feature Extraction Techniques Unsupervised Learning II Feature Extraction Unsupervised ethods can also be used to find features which can be useful for categorization. There are unsupervised ethods that
More informationSome Perspective. Forces and Newton s Laws
Soe Perspective The language of Kineatics provides us with an efficient ethod for describing the otion of aterial objects, and we ll continue to ake refineents to it as we introduce additional types of
More informationBlock designs and statistics
Bloc designs and statistics Notes for Math 447 May 3, 2011 The ain paraeters of a bloc design are nuber of varieties v, bloc size, nuber of blocs b. A design is built on a set of v eleents. Each eleent
More informationSpine Fin Efficiency A Three Sided Pyramidal Fin of Equilateral Triangular Cross-Sectional Area
Proceedings of the 006 WSEAS/IASME International Conference on Heat and Mass Transfer, Miai, Florida, USA, January 18-0, 006 (pp13-18) Spine Fin Efficiency A Three Sided Pyraidal Fin of Equilateral Triangular
More informationChapter 6 1-D Continuous Groups
Chapter 6 1-D Continuous Groups Continuous groups consist of group eleents labelled by one or ore continuous variables, say a 1, a 2,, a r, where each variable has a well- defined range. This chapter explores:
More informationNumerical Solution of the MRLW Equation Using Finite Difference Method. 1 Introduction
ISSN 1749-3889 print, 1749-3897 online International Journal of Nonlinear Science Vol.1401 No.3,pp.355-361 Nuerical Solution of the MRLW Equation Using Finite Difference Method Pınar Keskin, Dursun Irk
More informationLecture #8-3 Oscillations, Simple Harmonic Motion
Lecture #8-3 Oscillations Siple Haronic Motion So far we have considered two basic types of otion: translation and rotation. But these are not the only two types of otion we can observe in every day life.
More informationHee = ~ dxdy\jj+ (x) 'IJ+ (y) u (x- y) \jj (y) \jj (x), V, = ~ dx 'IJ+ (x) \jj (x) V (x), Hii = Z 2 ~ dx dy cp+ (x) cp+ (y) u (x- y) cp (y) cp (x),
SOVIET PHYSICS JETP VOLUME 14, NUMBER 4 APRIL, 1962 SHIFT OF ATOMIC ENERGY LEVELS IN A PLASMA L. E. PARGAMANIK Khar'kov State University Subitted to JETP editor February 16, 1961; resubitted June 19, 1961
More informationAVOIDING PITFALLS IN MEASUREMENT UNCERTAINTY ANALYSIS
VOIDING ITFLLS IN ESREENT NERTINTY NLYSIS Benny R. Sith Inchwor Solutions Santa Rosa, Suary: itfalls, both subtle and obvious, await the new or casual practitioner of easureent uncertainty analysis. This
More informationTHE THREE NUCLEON SYSTEM AT LEADING ORDER OF CHIRAL EFFECTIVE THEORY
THE THREE NUCLEON SYSTEM AT LEADING ORDER OF CHIRAL EFFECTIVE THEORY Young-Ho Song(RISP, Institute for Basic Science) Collaboration with R. Lazauskas( IPHC, IN2P3-CNRS) U. van Kolck (Orsay, IPN & Arizona
More informationQ5 We know that a mass at the end of a spring when displaced will perform simple m harmonic oscillations with a period given by T = 2!
Chapter 4.1 Q1 n oscillation is any otion in which the displaceent of a particle fro a fixed point keeps changing direction and there is a periodicity in the otion i.e. the otion repeats in soe way. In
More informationGeneral Properties of Radiation Detectors Supplements
Phys. 649: Nuclear Techniques Physics Departent Yarouk University Chapter 4: General Properties of Radiation Detectors Suppleents Dr. Nidal M. Ershaidat Overview Phys. 649: Nuclear Techniques Physics Departent
More informationOcean 420 Physical Processes in the Ocean Project 1: Hydrostatic Balance, Advection and Diffusion Answers
Ocean 40 Physical Processes in the Ocean Project 1: Hydrostatic Balance, Advection and Diffusion Answers 1. Hydrostatic Balance a) Set all of the levels on one of the coluns to the lowest possible density.
More informationJohn K. Elwood and Mark B. Wise. California Institute of Technology, Pasadena, CA and. Martin J. Savage
π e e * John K. Elwood and Mark B. Wise California Institute of Technology, Pasadena, CA 9115 arxiv:hep-ph/95488v1 11 Apr 1995 and Martin J. Savage Departent of Physics, Carnegie Mellon University, Pittsburgh
More informationPHY 171. Lecture 14. (February 16, 2012)
PHY 171 Lecture 14 (February 16, 212) In the last lecture, we looked at a quantitative connection between acroscopic and icroscopic quantities by deriving an expression for pressure based on the assuptions
More informationOptical Properties of Plasmas of High-Z Elements
Forschungszentru Karlsruhe Techni und Uwelt Wissenschaftlishe Berichte FZK Optical Properties of Plasas of High-Z Eleents V.Tolach 1, G.Miloshevsy 1, H.Würz Project Kernfusion 1 Heat and Mass Transfer
More informationi ij j ( ) sin cos x y z x x x interchangeably.)
Tensor Operators Michael Fowler,2/3/12 Introduction: Cartesian Vectors and Tensors Physics is full of vectors: x, L, S and so on Classically, a (three-diensional) vector is defined by its properties under
More informationPhysically Based Modeling CS Notes Spring 1997 Particle Collision and Contact
Physically Based Modeling CS 15-863 Notes Spring 1997 Particle Collision and Contact 1 Collisions with Springs Suppose we wanted to ipleent a particle siulator with a floor : a solid horizontal plane which
More informationPh 20.3 Numerical Solution of Ordinary Differential Equations
Ph 20.3 Nuerical Solution of Ordinary Differential Equations Due: Week 5 -v20170314- This Assignent So far, your assignents have tried to failiarize you with the hardware and software in the Physics Coputing
More informationIn this chapter, we consider several graph-theoretic and probabilistic models
THREE ONE GRAPH-THEORETIC AND STATISTICAL MODELS 3.1 INTRODUCTION In this chapter, we consider several graph-theoretic and probabilistic odels for a social network, which we do under different assuptions
More informationBALLISTIC PENDULUM. EXPERIMENT: Measuring the Projectile Speed Consider a steel ball of mass
BALLISTIC PENDULUM INTRODUCTION: In this experient you will use the principles of conservation of oentu and energy to deterine the speed of a horizontally projected ball and use this speed to predict the
More informationSupplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators
Suppleentary Inforation for Design of Bending Multi-Layer Electroactive Polyer Actuators Bavani Balakrisnan, Alek Nacev, and Elisabeth Sela University of Maryland, College Park, Maryland 074 1 Analytical
More informationPOWER COUNTING WHAT? WHERE?
POWER COUNTING WHAT? WHERE? U. van Kolck Institut de Physique Nucléaire d Orsay and University of Arizona Supported by CNRS and US DOE 1 Outline Meeting the elephant What? Where? Walking out of McDonald
More informationChaotic Coupled Map Lattices
Chaotic Coupled Map Lattices Author: Dustin Keys Advisors: Dr. Robert Indik, Dr. Kevin Lin 1 Introduction When a syste of chaotic aps is coupled in a way that allows the to share inforation about each
More informationProc. of the IEEE/OES Seventh Working Conference on Current Measurement Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES
Proc. of the IEEE/OES Seventh Working Conference on Current Measureent Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES Belinda Lipa Codar Ocean Sensors 15 La Sandra Way, Portola Valley, CA 98 blipa@pogo.co
More informationPossible experimentally observable effects of vertex corrections in superconductors
PHYSICAL REVIEW B VOLUME 58, NUMBER 21 1 DECEMBER 1998-I Possible experientally observable effects of vertex corrections in superconductors P. Miller and J. K. Freericks Departent of Physics, Georgetown
More informationRenormalization group methods in nuclear few- and many-body problems
Renormalization group methods in nuclear few- and many-body problems Lecture 2 S.K. Bogner (NSCL/MSU) 2011 National Nuclear Physics Summer School University of North Carolina at Chapel Hill Lecture 2 outline
More informationSupporting Information for Supression of Auger Processes in Confined Structures
Supporting Inforation for Supression of Auger Processes in Confined Structures George E. Cragg and Alexander. Efros Naval Research aboratory, Washington, DC 20375, USA 1 Solution of the Coupled, Two-band
More informationLattice Simulations with Chiral Nuclear Forces
Lattice Simulations with Chiral Nuclear Forces Hermann Krebs FZ Jülich & Universität Bonn July 23, 2008, XQCD 2008, NCSU In collaboration with B. Borasoy, E. Epelbaum, D. Lee, U. Meißner Outline EFT and
More informationC.A. Bertulani, Texas A&M University-Commerce
C.A. Bertulani, Texas A&M University-Commerce in collaboration with: Renato Higa (University of Sao Paulo) Bira van Kolck (Orsay/U. of Arizona) INT/Seattle, Universality in Few-Body Systems, March 10,
More informationLecture 16: Scattering States and the Step Potential. 1 The Step Potential 1. 4 Wavepackets in the step potential 6
Lecture 16: Scattering States and the Step Potential B. Zwiebach April 19, 2016 Contents 1 The Step Potential 1 2 Step Potential with E>V 0 2 3 Step Potential with E
More information12 Towards hydrodynamic equations J Nonlinear Dynamics II: Continuum Systems Lecture 12 Spring 2015
18.354J Nonlinear Dynaics II: Continuu Systes Lecture 12 Spring 2015 12 Towards hydrodynaic equations The previous classes focussed on the continuu description of static (tie-independent) elastic systes.
More informationNow multiply the left-hand-side by ω and the right-hand side by dδ/dt (recall ω= dδ/dt) to get:
Equal Area Criterion.0 Developent of equal area criterion As in previous notes, all powers are in per-unit. I want to show you the equal area criterion a little differently than the book does it. Let s
More informationAstro 7B Midterm 1 Practice Worksheet
Astro 7B Midter 1 Practice Worksheet For all the questions below, ake sure you can derive all the relevant questions that s not on the forula sheet by heart (i.e. without referring to your lecture notes).
More informationESTIMATE OF THE TRUNCATION ERROR OF FINITE VOLUME DISCRETISATION OF THE NAVIER-STOKES EQUATIONS ON COLOCATED GRIDS.
ESTIMATE OF THE TRUNCATION ERROR OF FINITE VOLUME DISCRETISATION OF THE NAVIER-STOKES EQUATIONS ON COLOCATED GRIDS. Alexandros Syrakos, Apostolos Goulas Departent of Mechanical Engineering, Aristotle University
More informationCoulomb effects in pionless effective field theory
Coulomb effects in pionless effective field theory Sebastian König in collaboration with Hans-Werner Hammer Helmholtz-Institut für Strahlen- und Kernphysik (Theorie) and Bethe Center for Theoretical Physics,
More informationIntelligent Systems: Reasoning and Recognition. Perceptrons and Support Vector Machines
Intelligent Systes: Reasoning and Recognition Jaes L. Crowley osig 1 Winter Seester 2018 Lesson 6 27 February 2018 Outline Perceptrons and Support Vector achines Notation...2 Linear odels...3 Lines, Planes
More informationFate of the neutron-deuteron virtual state as an Efimov level
Fate of the neutron-deuteron virtual state as an Efimov level Gautam Rupak Collaborators: R. Higa (USP), A. Vaghani (MSU), U. van Kolck (IPN-Orsay/UA) Jefferson Laboratory Theory Seminar, Mar 19, 2018
More informationlecture 36: Linear Multistep Mehods: Zero Stability
95 lecture 36: Linear Multistep Mehods: Zero Stability 5.6 Linear ultistep ethods: zero stability Does consistency iply convergence for linear ultistep ethods? This is always the case for one-step ethods,
More informationFeshbach Resonances in Ultracold Gases
Feshbach Resonances in Ultracold Gases Sara L. Capbell MIT Departent of Physics Dated: May 5, 9) First described by Heran Feshbach in a 958 paper, Feshbach resonances describe resonant scattering between
More informationA note on the multiplication of sparse matrices
Cent. Eur. J. Cop. Sci. 41) 2014 1-11 DOI: 10.2478/s13537-014-0201-x Central European Journal of Coputer Science A note on the ultiplication of sparse atrices Research Article Keivan Borna 12, Sohrab Aboozarkhani
More informationUSEFUL HINTS FOR SOLVING PHYSICS OLYMPIAD PROBLEMS. By: Ian Blokland, Augustana Campus, University of Alberta
1 USEFUL HINTS FOR SOLVING PHYSICS OLYMPIAD PROBLEMS By: Ian Bloland, Augustana Capus, University of Alberta For: Physics Olypiad Weeend, April 6, 008, UofA Introduction: Physicists often attept to solve
More informationChapter 12. Quantum gases Microcanonical ensemble
Chapter 2 Quantu gases In classical statistical echanics, we evaluated therodynaic relations often for an ideal gas, which approxiates a real gas in the highly diluted liit. An iportant difference between
More informationarxiv: v1 [nucl-th] 31 Oct 2013
Renormalization Group Invariance in the Subtractive Renormalization Approach to the NN Interactions S. Szpigel and V. S. Timóteo arxiv:1311.61v1 [nucl-th] 31 Oct 13 Faculdade de Computação e Informática,
More informationKinetic Theory of Gases: Elementary Ideas
Kinetic Theory of Gases: Eleentary Ideas 17th February 2010 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion
More informationSimple and Compound Harmonic Motion
Siple Copound Haronic Motion Prelab: visit this site: http://en.wiipedia.org/wii/noral_odes Purpose To deterine the noral ode frequencies of two systes:. a single ass - two springs syste (Figure );. two
More informationPion-Pion Scattering and Vector Symmetry
0 th National Nuclear Physics Suer School Pion-Pion Scattering and Vector Syetry egina Azevedo ongoing work with Pro. Bira van Kolck University o Arizona Supported in part by US DOE Outline Motivation
More informationTopic 5a Introduction to Curve Fitting & Linear Regression
/7/08 Course Instructor Dr. Rayond C. Rup Oice: A 337 Phone: (95) 747 6958 E ail: rcrup@utep.edu opic 5a Introduction to Curve Fitting & Linear Regression EE 4386/530 Coputational ethods in EE Outline
More informationThe NN system: why and how we iterate
The NN system: why and how we iterate Daniel Phillips Ohio University Research supported by the US department of energy Plan Why we iterate I: contact interactions Why we iterate II: pion exchange How
More informationNumerical Studies of a Nonlinear Heat Equation with Square Root Reaction Term
Nuerical Studies of a Nonlinear Heat Equation with Square Root Reaction Ter Ron Bucire, 1 Karl McMurtry, 1 Ronald E. Micens 2 1 Matheatics Departent, Occidental College, Los Angeles, California 90041 2
More informationIII.H Zeroth Order Hydrodynamics
III.H Zeroth Order Hydrodynaics As a first approxiation, we shall assue that in local equilibriu, the density f 1 at each point in space can be represented as in eq.iii.56, i.e. f 0 1 p, q, t = n q, t
More informationKinetic Theory of Gases: Elementary Ideas
Kinetic Theory of Gases: Eleentary Ideas 9th February 011 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion of
More informationFirst of all, because the base kets evolve according to the "wrong sign" Schrödinger equation (see pp ),
HW7.nb HW #7. Free particle path integral a) Propagator To siplify the notation, we write t t t, x x x and work in D. Since x i, p j i i j, we can just construct the 3D solution. First of all, because
More informationarxiv: v2 [hep-th] 16 Mar 2017
SLAC-PUB-6904 Angular Moentu Conservation Law in Light-Front Quantu Field Theory arxiv:70.07v [hep-th] 6 Mar 07 Kelly Yu-Ju Chiu and Stanley J. Brodsky SLAC National Accelerator Laboratory, Stanford University,
More informationFast Montgomery-like Square Root Computation over GF(2 m ) for All Trinomials
Fast Montgoery-like Square Root Coputation over GF( ) for All Trinoials Yin Li a, Yu Zhang a, a Departent of Coputer Science and Technology, Xinyang Noral University, Henan, P.R.China Abstract This letter
More informationAbout the definition of parameters and regimes of active two-port networks with variable loads on the basis of projective geometry
About the definition of paraeters and regies of active two-port networks with variable loads on the basis of projective geoetry PENN ALEXANDR nstitute of Electronic Engineering and Nanotechnologies "D
More informationQuantum algorithms (CO 781, Winter 2008) Prof. Andrew Childs, University of Waterloo LECTURE 15: Unstructured search and spatial search
Quantu algoriths (CO 781, Winter 2008) Prof Andrew Childs, University of Waterloo LECTURE 15: Unstructured search and spatial search ow we begin to discuss applications of quantu walks to search algoriths
More informationReed-Muller Codes. m r inductive definition. Later, we shall explain how to construct Reed-Muller codes using the Kronecker product.
Coding Theory Massoud Malek Reed-Muller Codes An iportant class of linear block codes rich in algebraic and geoetric structure is the class of Reed-Muller codes, which includes the Extended Haing code.
More informationPion-nucleon scattering around the delta-isobar resonance
Pion-nucleon scattering around the delta-isobar resonance Bingwei Long (ECT*) In collaboration with U. van Kolck (U. Arizona) What do we really do Fettes & Meissner 2001... Standard ChPT Isospin 3/2 What
More informationWilsonian Renormalization Group and the Lippmann-Schwinger Equation with a Multitude of Cutoff Parameters
Commun. Theor. Phys. 69 (208) 303 307 Vol. 69, No. 3, March, 208 Wilsonian Renormalization Group and the Lippmann-Schwinger Equation with a Multitude of Cutoff Parameters E. Epelbaum, J. Gegelia, 2,3 and
More informationThe accelerated expansion of the universe is explained by quantum field theory.
The accelerated expansion of the universe is explained by quantu field theory. Abstract. Forulas describing interactions, in fact, use the liiting speed of inforation transfer, and not the speed of light.
More informationThe Wilson Model of Cortical Neurons Richard B. Wells
The Wilson Model of Cortical Neurons Richard B. Wells I. Refineents on the odgkin-uxley Model The years since odgkin s and uxley s pioneering work have produced a nuber of derivative odgkin-uxley-like
More informationU V. r In Uniform Field the Potential Difference is V Ed
SPHI/W nit 7.8 Electric Potential Page of 5 Notes Physics Tool box Electric Potential Energy the electric potential energy stored in a syste k of two charges and is E r k Coulobs Constant is N C 9 9. E
More informationA toy model of quantum electrodynamics in (1 + 1) dimensions
IOP PUBLISHING Eur. J. Phys. 29 (2008) 815 830 EUROPEAN JOURNAL OF PHYSICS doi:10.1088/0143-0807/29/4/014 A toy odel of quantu electrodynaics in (1 + 1) diensions ADBoozer Departent of Physics, California
More informationThe Weierstrass Approximation Theorem
36 The Weierstrass Approxiation Theore Recall that the fundaental idea underlying the construction of the real nubers is approxiation by the sipler rational nubers. Firstly, nubers are often deterined
More informationA Simple Regression Problem
A Siple Regression Proble R. M. Castro March 23, 2 In this brief note a siple regression proble will be introduced, illustrating clearly the bias-variance tradeoff. Let Y i f(x i ) + W i, i,..., n, where
More informationForce and dynamics with a spring, analytic approach
Force and dynaics with a spring, analytic approach It ay strie you as strange that the first force we will discuss will be that of a spring. It is not one of the four Universal forces and we don t use
More informationINTRODUCTION TO EFFECTIVE FIELD THEORIES OF QCD
INTRODUCTION TO EFFECTIVE FIELD THEORIES OF QCD U. van Kolck Institut de Physique Nucléaire d Orsay and University of Arizona Supported in part by CNRS, Université Paris Sud, and US DOE Outline Effective
More informationUsing EM To Estimate A Probablity Density With A Mixture Of Gaussians
Using EM To Estiate A Probablity Density With A Mixture Of Gaussians Aaron A. D Souza adsouza@usc.edu Introduction The proble we are trying to address in this note is siple. Given a set of data points
More informationCOS 424: Interacting with Data. Written Exercises
COS 424: Interacting with Data Hoework #4 Spring 2007 Regression Due: Wednesday, April 18 Written Exercises See the course website for iportant inforation about collaboration and late policies, as well
More informationProblem Set 8 Solutions
Physics 57 Proble Set 8 Solutions Proble The decays in question will be given by soe Hadronic atric eleent: Γ i V f where i is the initial state, V is an interaction ter, f is the final state. The strong
More information13 Harmonic oscillator revisited: Dirac s approach and introduction to Second Quantization
3 Haronic oscillator revisited: Dirac s approach and introduction to Second Quantization. Dirac cae up with a ore elegant way to solve the haronic oscillator proble. We will now study this approach. The
More informationNuclear physics around the unitarity limit
Nuclear physics around the unitarity limit Sebastian König Nuclear Theory Workshop TRIUMF, Vancouver, BC February 28, 2017 SK, H.W. Grießhammer, H.-W. Hammer, U. van Kolck, arxiv:1607.04623 [nucl-th] SK,
More informationPoS(Confinement8)147. Universality in QCD and Halo Nuclei
Helmholtz-Institut für Strahlen- und Kernphysik (Theorie) and Bethe Center for Theoretical Physics, University of Bonn, Germany E-mail: hammer@itkp.uni-bonn.de Effective Field Theory (EFT) provides a powerful
More informationSupport Vector Machine Classification of Uncertain and Imbalanced data using Robust Optimization
Recent Researches in Coputer Science Support Vector Machine Classification of Uncertain and Ibalanced data using Robust Optiization RAGHAV PAT, THEODORE B. TRAFALIS, KASH BARKER School of Industrial Engineering
More informationRenormalization and power counting of chiral nuclear forces. 龙炳蔚 (Bingwei Long) in collaboration with Chieh-Jen Jerry Yang (U.
Renormalization and power counting of chiral nuclear forces 龙炳蔚 (Bingwei Long) in collaboration with Chieh-Jen Jerry Yang (U. Arizona) What are we really doing? Correcting Weinberg's scheme about NN contact
More informationSlanted coupling of one-dimensional arrays of small tunnel junctions
JOURNAL OF APPLIED PHYSICS VOLUME 84, NUMBER 1 15 DECEMBER 1998 Slanted coupling of one-diensional arrays of sall tunnel junctions G. Y. Hu Departent of Physics and Astronoy, Louisiana State University,
More informationFigure 1: Equivalent electric (RC) circuit of a neurons membrane
Exercise: Leaky integrate and fire odel of neural spike generation This exercise investigates a siplified odel of how neurons spike in response to current inputs, one of the ost fundaental properties of
More informationPrincipal Components Analysis
Principal Coponents Analysis Cheng Li, Bingyu Wang Noveber 3, 204 What s PCA Principal coponent analysis (PCA) is a statistical procedure that uses an orthogonal transforation to convert a set of observations
More informationEFT as the bridge between Lattice QCD and Nuclear Physics
EFT as the bridge between Lattice QCD and Nuclear Physics David B. Kaplan QCHSVII Ponta Delgada, Açores, September 2006 National Institute for Nuclear Theory Nuclear physics from lattice QCD? Not yet,
More informationDETECTION OF NONLINEARITY IN VIBRATIONAL SYSTEMS USING THE SECOND TIME DERIVATIVE OF ABSOLUTE ACCELERATION
DETECTION OF NONLINEARITY IN VIBRATIONAL SYSTEMS USING THE SECOND TIME DERIVATIVE OF ABSOLUTE ACCELERATION Masaki WAKUI 1 and Jun IYAMA and Tsuyoshi KOYAMA 3 ABSTRACT This paper shows a criteria to detect
More information2.9 Feedback and Feedforward Control
2.9 Feedback and Feedforward Control M. F. HORDESKI (985) B. G. LIPTÁK (995) F. G. SHINSKEY (970, 2005) Feedback control is the action of oving a anipulated variable in response to a deviation or error
More information