Literature DB >> 25892851

A master equation for a two-sided optical cavity.

Thomas M Barlow1, Robert Bennett1, Almut Beige1.   

Abstract

Quantum optical systems, like trapped ions, are routinely described by master equations. The purpose of this paper is to introduce a master equation for two-sided optical cavities with spontaneous photon emission. To do so, we use the same notion of photons as in linear optics scattering theory and consider a continuum of travelling-wave cavity photon modes. Our model predicts the same stationary state photon emission rates for the different sides of a laser-driven optical cavity as classical theories. Moreover, it predicts the same time evolution of the total cavity photon number as the standard standing-wave description in experiments with resonant and near-resonant laser driving. The proposed resonator Hamiltonian can be used, for example, to analyse coherent cavity-fiber networks [E. Kyoseva et al., New J. Phys. 14, 023023 (2012)].

Entities:  

Keywords:  cavity QED; quantum information; quantum optics

Year:  2015        PMID: 25892851      PMCID: PMC4396660          DOI: 10.1080/09500340.2014.992992

Source DB:  PubMed          Journal:  J Mod Opt        ISSN: 0950-0340            Impact factor:   1.464


Introduction

It is a mathematical fact that any function on a finite interval can be written as a Fourier series. For example, any real-valued function with can be expanded in a series of exponentials, where the are complex coefficients with [1]. This is usually taken as the starting point when quantising the electromagnetic field inside a perfect optical resonator or inside a dielectric slab or a so-called open cavity [2-14]. Usually, a finite quantisation volume is considered and the electromagnetic field observables are written as Fourier series of discrete sets of eigenfunctions. These eigenfunctions are the basic solutions of Maxwell’s equations for the vector potential of the electromagnetic field in Coulomb gauge. The coefficients and of these series are eventually replaced by photon annihilation and creation operators and , respectively. Subject to normalisation, the above-described canonical quantisation procedure yields a harmonic oscillator Hamiltonian of the form which sums over a discrete set of cavity frequencies (cf. Appendix 1 for more details). Equation (2) has been probed successfully experimentally with the help of single atoms passing through a resonator (cf. eg. Refs. [15-17]). Nevertheless, there is a problem. The standard Hamiltonian cannot be used to analyse other relatively straightforward experiments in a straightforward way. For example, suppose a monochromatic laser field of frequency drives a two-sided optical cavity from one side, thereby populating its normal modes. Moreover, suppose these modes are highly symmetric and couple equally well to the free radiation field on the left and on the right side of the resonator. Taking the above point of view, one expects equal photon emission rates through both sides of the cavity. But, this is not the case. Analysing a laser-driven optical resonator, a so-called Fabry-Perot cavity, with Maxwell’s equations shows that resonant laser light is transmitted through the cavity with no reflected component (cf. eg. Ref. [18] or Appendix 2). Off resonance, one part of the incoming laser beam is transmitted, while the other part is reflected. The corresponding transmission and reflection rates and are in general different from each other. Of course, the above problem has been noticed before by other authors. Many different descriptions of the electromagnetic field between two mirrors exist in the literature. For example, taking a phenomenological approach, Collett and Gardiner [19, 20] introduced the so-called input-output formalism. This formalism assumes a linear coupling between the photon modes outside and the photon modes inside the cavity and imposes boundary conditions for the electric field amplitudes on the mirrors. In this way, it becomes possible to model the coherent scattering of light through optical cavities in a way which is consistent with Maxwell’s equations (cf. eg. Refs. [21, 22]). In addition to the input-output formalism, there are several modes-of-the-universe descriptions of optical cavities [23-27]. These describe the electromagnetic field between two mirrors in terms of the normal modes of a much larger surrounding cavity, the universe. For example, Refs. [26, 27] apply a macroscopic quantisation procedure to obtain a quasi-mode representation of the electromagnetic field. Quasi-modes are non-orthogonal photon modes. Hence tunnelling between photon modes associated with the inside and the outside of the resonator can occur, thereby allowing for the leakage of photons through the cavity mirrors. The purpose of this paper is to introduce an alternative model. In the following, we describe two-sided optical cavities with spontaneous photon emission by a quantum optical master equation. Master equations are routinely used to model laser-driven atomic systems, like trapped ions. As we shall see below, our approach is consistent with classical theories. Whether the input-output formalism, universe models or quantum optical master equations describe optical cavities most accurately eventually has to be decided in the laboratory. Before deriving our master equation, we notice that linear optics scattering theory and cavity quantum electrodynamics (QED) both employ different notions of photons. In cavity QED, photons are the energy quanta of the discrete modes of the electromagnetic field between two mirrors. In contrast to this, linear optics scattering theory only uses the term photon when referring to the energy quanta of free radiation fields. Resonator mirrors are usually seen as half-transparent mirrors which either transmit or reflect any incoming photon without changing its frequency. Since the mirrors affect their dynamics, the travelling-wave photons are in general different from the energy quanta of the electromagnetic field between two mirrors. In the following, we adopt the same notion of photons as in scattering theory. This means, we no longer use the mathematical argument sketched in Equation (1) to quantise the electromagnetic field between two mirrors. Instead, we allow for a continuum of travelling-wave cavity photon modes. More concretely, we use the same Hilbert space when modelling the electromagnetic field inside an optical cavity and when modelling a free radiation field. In the following, denotes the annihilation operator of a photon with frequency . The index helps to distinguish between left and right moving photons. For simplicity, we restrict ourselves to only one polarisation degree of freedom. Photons in different modes are assumed to be in pairwise orthogonal states. Taking this approach makes it easy to guarantee that photons do not change their frequency when travelling through a resonator. Moreover, it allows us to assign different decay channels to photons travelling in different directions. This approach also enables us to assume that a laser which enters the cavity from the left excites only photons travelling right, as it should. A similar approach to optical cavities has recently been taken by Dilley et al. [28]. The effect of the cavity mirrors is to convert photons travelling left into photons travelling right and vice versa until they eventually leak out of the resonator. This is then taken into account by postulating a cavity Hamiltonian with a coupling term that is known to be the generator of a unitary operation associated with the scattering of photons through beamsplitters and other linear optics elements [13, 29–31]. Photons which are not in resonance with one of the cavity frequencies in Equation (2) consequently experience level shifts. As pointed out by Glauber and Lewenstein [7], photons and the energy quanta of an optical cavity seem to differ by some “virtual" excitation. Only when the distance, , between the cavity mirrors tends to infinity, the coupling between photons travelling in different directions vanishes and our proposed cavity Hamiltonian simplifies to the usual free-space Hamiltonian. The master equation which we derive in this paper contains two free parameters – a coupling rate and a spontaneous cavity decay rate . These can be chosen such that our model predicts the same stationary state light emission rates through the left and the right cavity mirror as Maxwell’s equations. As we shall see below, both parameters depend on the photon round trip time. In addition, depends on the amount of constructive and destructive interference within the cavity. The proposed master equation also predicts the same time-evolution of the total number of photons inside the cavity as the usual discrete-mode description for experiments with resonant and near-resonant laser driving. This means, the theory which we present here does not contradict already existing cavity QED experiments (cf. eg. Refs. [15-17]). One advantage of the travelling-wave model which we propose here is that it makes it easy to analyse the spontaneous emission of photons through the different sides of an optical resonator or the scattering of photons through cascaded cavities [32, 33]. It can also be used to describe the scattering of single photons through the fibre connections of coherent cavity networks. As long ago as 1997, Cirac et al. [34] proposed a quantum internet by connecting distant optical cavities via very long optical fibres. In the mean time, much effort has been made to realise such schemes in the laboratory [35-37]. Alternatively, cavities could be linked via fibre connections of intermediate length [38-42]. For example, Kyoseva et al. [42] proposed to create coherent cavity networks with very high or even complete connectivity by linking several cavities via linear optics elements and optical fibres, which are about 1m long. Using the approach which we propose here, it is relatively straightforward to analyse such networks analytically. Schematic view of the experimental setup which we consider in this paper. It consists of a laser-driven resonator (a dielectric slab) of length . Detectors monitor the stationary state photon emission rate through both cavity mirrors. There are five sections in this paper. Section 2 postulates a travelling-wave Hamiltonian for two-sided optical cavities and introduces the corresponding master equation.Section 3 uses this equation to calculate the stationary state photon scattering rates through the left hand and the right hand side of this experimental setup. Section 4 compares both rates with the stationary state scattering behaviour predicted by classical electrodynamics and obtains analytical expressions for the coupling constant and the spontaneous cavity decay rate . Section 4 moreover shows that the standard description of optical cavities is consistent with our model for resonant and near-resonant laser driving. In case of an infinitely long cavity, the proposed cavity Hamiltonian becomes the usually-assumed free field Hamiltonian. Finally, we summarise our findings in Section 5. Appendix. 1 and 2 contain background material.

A travelling-wave cavity Hamiltonian

In this section, we introduce a travelling-wave description of the electromagnetic field inside an optical cavity. For simplicity, we consider a so-called Fabry-Pérot or two-sided optical cavity (cf. Figure 1) which consists of a dielectric slab of arbitrary length and has a refractive index . An external monochromatic laser field with frequency drives the resonator from the left. The main reason for considering this relatively simple experimental setup is that its stationary state behaviour can be modelled easily with the help of Maxwell’s equations (cf. eg. Ref. [18] and Appendix 2), since absorption in the cavity mirrors remains negligible. Moreover, only a single polarisation, namely the polarisation of the applied laser field, needs to be taken into account. The generalisation of our results to arbitrary cavity designs is straightforward [44].
Figure 1.

Schematic view of the experimental setup which we consider in this paper. It consists of a laser-driven resonator (a dielectric slab) of length . Detectors monitor the stationary state photon emission rate through both cavity mirrors.

Cavity photons

In the following, we model the electromagnetic field inside a dielectric slab of a finite length using the same Hilbert space as when modelling an infinitely long slab. More concretely, we consider a continuum of photon modes with bosonic annihilation and creation operators and with and . In the following, we associate the corresponding photons with left- and right-moving modes of frequency . Photons in different modes are in general in pairwise orthogonal states. Annihilation and creation operators consequently obey the commutator relation with . The Hilbert space for the description of the dielectric slab in Figure 1 contains all the states which are generated when applying the above photon creation operators to the vacuum state. However, different from an infinitely long dielectric slab, these photon modes exist only inside the cavity. Taking the same philosophy as linear optics scattering theory, the cavity mirrors become semi-transparent mirrors which transmit and reflect any incoming photon without changing its frequency. This frequency conservation suggests that a photon in the -mode either remains in this mode or changes into the -mode. This is in the following taken into account by writing the total Hamiltonian for the electromagnetic field inside the dielectric slab as where is the harmonic oscillator Hamiltonian which describes the free energy of the photons inside the resonator. Moreover, the coupling Hamiltonian describes the continuous conversion of photons travelling left into photons travelling right and vice versa with the (real) conversion rate . The form of the above Hamiltonian might seem surprising, since it is usually assumed that a photon of frequency has the energy . However, this applies only to the free field Hamiltonian in Equation (5). When diagonalising in Equation (4), we find that where the , denote standing-wave photon annihilation and creation operators. This means, the energy quanta of the electromagnetic field inside an optical cavity are its standing-wave photons. In the presence of the cavity mirrors, these standing wave photons can experience significant level shifts.

Laser driving

We now turn our attention to the experimental setup illustrated in Figure 1. In the presence of an external laser field, its Hamiltonian can be written as with the first term being the cavity Hamiltonian in Equation (4) and with the second term taking the external laser driving into account. As in Appendix 1, we treat the laser field classically. In addition, we assume that a laser which drives the cavity with frequency from the left only excites photons which are of the same frequency and which move to the right. The interaction Hamiltonian for the coupling of laser light (from the left) into the cavity hence equals in the Schrödinger picture. Notice that this Hamiltonian is the result of the presence of a laser field inside the cavity. The laser Rabi frequency in Equation (10) is, therefore, a direct measure for the laser amplitude inside (but not outside) the resonator. As long as only a single laser field with frequency is applied, only photons in the and in the mode become populated eventually. All other photon modes can be ignored. Ignoring in addition the frequency dependence of constants and operators, when it is obvious, and introducing the interaction picture with respect to the Hamiltonian in Equation (9) simplifies to the interaction Hamiltonian We now have a time-independent Hamiltonian to describe a laser-driven two-sided optical cavity.

Cavity leakage

In order to take the possible leakage of photons through the resonator mirrors into account, we add a system-bath interaction term to the above Hamiltonian and then trace out the bath-degrees of freedom on a coarse grained time scale [3]. Since we distinguish between left and right moving photons, it is now straightforward to assign different decay channels to photons travelling in different directions. Cavity photons in the -mode leave the cavity through the right mirror. Analogously, photons in the -mode only leak out through the left mirror. In the following, we denote the corresponding spontaneous decay rate by . This decay rate is the same for left and right moving photons due to the symmetry of the experimental setup in Figure 1. If we describe the system in Figure 1 by a density matrix , then the corresponding left and right photon emission rates are given by with . In other words, the photon emission probability density is the mean number of photons in the -mode multiplied with . The quantum optical master equation of Lindblad form which reflects this emission behaviour is given by In the following, we use this equation to analyse the dynamics of the laser-driven optical cavity.

The time evolution of photon number expectation values

In this section, we calculate the stationary state photon emission rates and through the left and the right cavity mirror, respectively. The sum of these is the total photon emission rate To calculate these rates, we use rate equations, ie. linear differential equation which describe the time evolution of expectation values.

Time evolution of expectation values

To obtain the relevant rate equations, we notice that the above master equation can be used to show that the expectation value of an observable in the interaction picture evolves according to the differential equation To find a closed set of rate equations, including equations for the time evolution of the mean photon number in the and in the mode, respectively, we need to consider the expectation values These five variables evolve according to the linear differential equations which form a closed set.

Photon scattering rates

Using Equation (13), one can now show that the photon emission rate with is simply given by Proceeding as in Appendix 1 and setting all time derivatives equal to zero, we obtain the stationary state photon numbers Substituting these into Equation (19) yields different stationary state photon emission rates for the different sides of a laser-driven resonator, The total stationary state photon emission rate in Equation (15) hence equals One can easily check that with . This means the total emission rate depends only on the total cavity photon number, as it should.

Time evolution without laser driving

Before we compare the above photon emission rates with the predictions of classical electrodynamics, we consider the case when there is no external laser driving. When , then one can show that the time derivative of the total number of cavity photons equals without any approximations (cf. Eq. (18)).

Consistency of quantum and classical models

In the following, we compare the above predictions of a quantum-optical master equation with the predictions of classical scattering theory in Appendix 2 to find out, how the spontaneous cavity decay rate and the photon coupling rate depend on the frequency of the respective photon modes, the length of the dielectric slab , and its refractive index . As we shall see below, and are both a function of the photon round trip time. In addition, the coupling rate depends on the amount of constructive and destructive interference within the cavity. This section also discusses the consistency of the derived master equation for a two-sided optical cavity with alternative quantum optics models. It is shown that for near resonant laser driving, our model predicts exactly the same dynamics for the total number of photons inside the cavity as the standard single-mode description and is, therefore, in good agreement with existing quantum optics experiments [15-17].

Consistency with classical electrodynamics

Below we list two conditions which guarantee the consistency between our travelling-wave master equation and the predictions of classical electrodynamics (cf. Appendix 2):In the following, we use the above conditions to determine the two constants and which we introduced in Section 2. In the case of no laser driving, both models should predict the same relative flux of energy out of the cavity. Using the same notation as in Sections B.2 and 3.3, this condition applies when In the case of laser driving, the stationary state photon emission rates and should have the same dependence on , , and as the classical cavity reflection and transmission rates and . More concretely, we want that The ratios on the right-hand sides of these equations should not depend on the laser Rabi frequency , since there is no in the classical model. For example, substituting Equations (B.12) and (23) into Equation (24), we find that the energy-flux equality condition applies when In this equation, is the Fresnel coefficient in Equation (B.3) for the reflection of photons from the dielectric back into the dielectric. The logarithm of guarantees that for . This means, for perfectly reflecting mirrors, light stays forever inside the cavity. When , then , and there is effectively no cavity. To obtain an explicit expression for the coupling rate , we now have a closer look at Condition 2. Combining Equations (21) and (22), one can easily show that Comparing these two equations with Equation (B.8), and using the above result for , we find that up to an overall phase factor. The coupling rate contains an interference term, which implies that photons of certain frequencies are more likely to be reflected by the cavity mirrors than others. For example, for resonant laser light, i.e.  for a laser with an which is equal to one of the frequencies in Equation (A2), the photon coupling rate becomes zero. This means, our model correctly predicts that resonant light does not get reflected within the cavity. Finally, let us consider the special case of highly reflecting cavity mirrors. In this case, the Fresnel coefficient is very close to one. Hence to a very good approximation and Equations (26) and (28) simplify to The spontaneous decay rate of a two-sided optical cavity and the photon coupling rate depend only on the relative resonator length , its refractive index , and the frequency of the incoming light.

Consistency with the standard single-mode description for near-resonant laser driving

The previous subsection shows that the constants and of our travelling-wave master equation for a two-sided optical cavity can be adjusted such that it is consistent with the predictions of classical electrodynamics. However, there is already a well-established standing-wave model for optical cavities with external laser driving (cf. Appendix 1 for more details). The purpose of this subsection is to show that our model is moreover consistent with the predictions of this model, at least for resonant and for near-resonant laser driving. This means, our travelling-wave cavity Hamiltonian does not contradict already existing quantum optics experiments which probe the field inside an optical cavity with the help of atomic systems (cf. eg. Ref. [15-17]).

Resonant cavities

When the laser is on resonance, ie. when equals one of the frequencies in Equation (A2), then in Equation (28) becomes zero, This means, there is effectively no coupling between left and right travelling photons due to interference effects. For example, remains zero, when the laser field populates only right moving photon modes. Using Equation (18), one can indeed show that in this case. Under these conditions, there is a relatively simple closed set of rate equations which describe the time evolution of . Equation (18) shows that without any approximations. Consequently, the stationary state photon emission rates , , and are given by This means, the total stationary state photon emission rate is exactly the same as the one we obtain when using the quantum optical standard standing-wave description in Appendix 1. We only need to identify the single-mode photon number with and set the detuning in Equation (A13) equal to zero.

Near-resonant cavities

As we shall see below, the standard single-mode description of optical cavities also holds to a very good approximation for near-resonant laser driving, if we are only interested in the time evolution of the total cavity photon number . To do so, we notice that the photon coupling rate in Equation (30) for near-resonant laser driving is to a very good approximation given by as long as the cavity mirrors are highly-reflecting and the Fresnel coefficient is close to unity. Here, equals the detuning in Equation (A5) of the applied laser field from the nearest cavity resonance . Taking this and Equation (18) into account, we, moreover, notice that a closed set of rate equations for the time evolution of is given by These equations are exactly the same as the rate equations in Equation (A11), if we replace the single-mode photon number by the total photon number of the model which we propose in this paper. In other words, the single mode description in Appendix 1 correctly predicts the total photon emission rate of a laser-driven optical cavity. In agreement with Equation (A13), it equals which is a Lorentzian function of . However, the standard standing wave description of optical cavities cannot predict the stationary state photon emissions rate through the different sides of two-sided cavities. In contrast to this, our standing-wave description of optical cavities (cf. Equation (21)) predicts that for near-resonant laser driving.

The free radiation field

Finally, let us have a closer look at the case where the distance of the cavity mirrors tends to infinity. From Equations (26) and (28), we immediately see that in this case. This is exactly as one would expect. If the resonator is infinitely long, then its photons remain inside forever and never change their direction. One can easily check that reduces the cavity Hamiltonian in Equation (4) to the free field Hamiltonian in Equation (5), by construction.

Conclusions

There is a close analogy between excited atomic systems and excited optical cavities. In both cases, a detector placed some distance away from the source registers spontaneously emitted photons. Like atoms, optical cavities have a spontaneous decay rate, which is usually denoted by . Atomic systems with spontaneous photon emission are routinely described by quantum optical master equations. The main result of this paper is the justification of such a master equation for a laser-driven two-sided optical cavity, which allows us to distinguish between photons leaking out through the left and through the right side of the resonator. To obtain such a master equation, we postulate the cavity Hamiltonian in Equation (4). It allows us to assign different decay channels to photons travelling in different directions and guarantees that photons do not change their frequency when travelling through a cavity. The cavity Hamiltonian needs to be postulated such that its predictions are consistent with those of classical physics, whenever both theories apply. To justify its validity, we therefore apply it to a situation which can also be analysed by taking a fully classical approach. We assume that a two-sided optical cavity is driven by a monochromatic laser field with frequency (cf. Figure 1). We then calculate the intensity of the transmitted and of the reflected light using either classical electrodynamics (cf. Appendix 2) or a quantum optical master equation which derives from Equation (4). Both models are shown to yield the same stationary state reflection and transmission rates, if we choose the cavity decay rate and the photon coupling rate as suggested in Equations (26) and (28). The cavity Hamiltonian in Equation (4) acts on a distinct, large Hilbert space with a continuum of photon frequencies , which is usually only considered when modelling free radiation fields. As in free space, we distinguish left and right moving modes. In this way, we find that it becomes possible to assume that a laser field which enters the setup from the left excites only photons travelling right, as it should. The cavity decay rate for the leakage of photons through either side of the cavity depends, as one would expect, on the refractive index and the length of the dielectric slab (cf. Equation (26)). The effect of the cavity mirrors is to change the direction of photons inside the resonator. They convert left into right moving photons and vice versa. The corresponding photon coupling rate in Equation (28) depends, like , on and but also on the laser frequency , thereby accounting for the amount of constructive and destructive interference within the resonator. As predicted by Maxwell’s equations, there is no conversion of photons when the cavity is resonantly driven by an applied laser field. In this case, in Equation (28) becomes zero. For near resonant laser driving, becomes identical to with being the respective laser detuning. In this case one can show that the total cavity photon number evolves in the same way as the photon number in the usually assumed single-mode standing-wave description of optical cavities (cf. Appendix 1). This means, the cavity theory which we propose here does not contradict current cavity QED experiments which probe the electromagnetic field inside an optical resonator with the help of atomic systems (cf. eg. Refs. [15-17]). But now that a new cavity Hamiltonian is established, it can be used to describe physical scenarios which are beyond the scope of classical electrodynamics. For example, the proposed master equation can be used to describe cascaded cavities [32, 33] and the scattering of single photons through the fibre connections of coherent cavity networks with and without complete connectivity [42]. Our approach might be criticised for being phenomenological instead of deriving its equations via a rigorous field quantisation method, like macroscopic QED. The same criticism has previously been applied to the input-output formalism. A wealth of work has been done to reconcile various cavity QED theories (cf. eg. Refs. [11, 14, 43]). However, macroscopic QED still contains several ad-hoc assumptions. It is not as rigorous as it might appear, since quantum physics does not tell us, which Hilbert space to choose, how to define photons in a gauge-independent way, and how to implement boundary conditions. For example, in this paper, we implement boundary conditions by choosing constants such that the stationary state of the laser-driven two-sided cavity is consistent with Maxwell’s equations. But we do not restrict the Hilbert space in which photons live. More experiments are needed to decide which theory describes optical cavities most accurately.
  5 in total

1.  Wide optical spectrum range, subvolt, compact modulator based on an electro-optic polymer refilled silicon slot photonic crystal waveguide.

Authors:  Xingyu Zhang; Amir Hosseini; Swapnajit Chakravarty; Jingdong Luo; Alex K-Y Jen; Ray T Chen
Journal:  Opt Lett       Date:  2013-11-15       Impact factor: 3.776

2.  Ultraviolet imprinting and aligned ink-jet printing for multilayer patterning of electro-optic polymer modulators.

Authors:  Xiaohui Lin; Tao Ling; Harish Subbaraman; Xingyu Zhang; Kwangsub Byun; L Jay Guo; Ray T Chen
Journal:  Opt Lett       Date:  2013-05-15       Impact factor: 3.776

3.  Development of high-density single-mode polymer waveguides with low crosstalk for chip-to-chip optical interconnection.

Authors:  Akio Sugama; Kenichi Kawaguchi; Motoyuki Nishizawa; Hidenobu Muranaka; Yasuhiko Arakawa
Journal:  Opt Express       Date:  2013-10-07       Impact factor: 3.894

4.  Comparison of bending losses in integrated optical circuits.

Authors:  L D Hutcheson; I A White; J J Burke
Journal:  Opt Lett       Date:  1980-06-01       Impact factor: 3.776

5.  High dynamic range electric field sensor for electromagnetic pulse detection.

Authors:  Che-Yun Lin; Alan X Wang; Beom Suk Lee; Xingyu Zhang; Ray T Chen
Journal:  Opt Express       Date:  2011-08-29       Impact factor: 3.894

  5 in total
  1 in total

1.  On Interpretational Questions for Quantum-Like Modeling of Social Lasing.

Authors:  Andrei Khrennikov; Alexander Alodjants; Anastasiia Trofimova; Dmitry Tsarev
Journal:  Entropy (Basel)       Date:  2018-12-02       Impact factor: 2.524

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.