General Boundary Value Problems of the Korteweg-de Vries Equation on a Bounded Domain
R. A. Capistrano-Filho (UFPE), Shu-Ming Sun (Virginia Tech) and, Bing-Yu Zhang (UC)

TL;DR
This paper establishes the local well-posedness of the initial boundary value problem for the Korteweg-de Vries equation on a finite interval with general boundary conditions, under certain coefficient assumptions.
Contribution
It provides the first comprehensive analysis of well-posedness for the KdV equation with general boundary conditions on a bounded domain.
Findings
Proves local well-posedness in H^s for s ≥ 0.
Handles nonhomogeneous boundary conditions with optimal regularity.
Provides conditions on boundary coefficients for well-posedness.
Abstract
In this paper we consider the initial boundary value problem of the Korteweg-de Vries equation posed on a finite interval \begin{equation} u_t+u_x+u_{xxx}+uu_x=0,\qquad u(x,0)=\phi(x), \qquad 0<x<L, \ t>0 \qquad (1) \end{equation} subject to the nonhomogeneous boundary conditions, \begin{equation} B_1u=h_1(t), \qquad B_2 u= h_2 (t), \qquad B_3 u= h_3 (t) \qquad t>0 \qquad (2) \end{equation} where \[ B_i u =\sum _{j=0}^2 \left(a_{ij} \partial ^j_x u(0,t) + b_{ij} \partial ^j_x u(L,t)\right), \qquad i=1,2,3,\] and are real constants. Under some general assumptions imposed on the coefficients , , the IBVPs (1)-(2) is shown to be locally well-posed in the space for any with and boundary values belonging to some appropriate spaces with optimal regularity.
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General Boundary Value Problems of
the Korteweg-de Vries Equation on a Bounded Domain
R. A. Capistrano-Filho111Departamento de Matemática, Universidade Federal de Pernambuco, Recife - Pernambuco, 50740-545, Brazil - [email protected], Shu-Ming Sun222Department of Mathematics, Virginia Tech, Blacksburg, VA 24061 - [email protected] and Bing-Yu Zhang333Department of Mathematical Sciences, University of Cincinnati, Cincinnati, Ohio 45221-0025, United States - [email protected]
Abstract
In this paper we consider the initial boundary value problem of the Korteweg-de Vries equation posed on a finite interval
[TABLE]
subject to the nonhomogeneous boundary conditions,
[TABLE]
where
[TABLE]
and are real constants. Under some general assumptions imposed on the coefficients , , the IBVPs (0.1)-(0.2) is shown to be locally well-posed in the space for any with and boundary values belonging to some appropriate spaces with optimal regularity.
1 Introduction
In this paper we consider the initial-boundary value problems (IBVP) of the Korteweg-de Vries (KdV) equation posed on a finite domain
[TABLE]
with general non-homogeneous boundary conditions posed on the two ends of the domain ,
[TABLE]
where
[TABLE]
and , are real constants.
We are mainly concerned with the following question:
Under what assumptions on the coefficients in (1.2) is the IBVP (1.1)-(1.2) well-posed in the classical Sobolev space ?
As early as in 1979, Bubnov [12] studied the following IBVP of the KdV equation on the finite interval :
[TABLE]
and obtained the result as described below.
Theorem A [12]: Assume that
[TABLE]
where
[TABLE]
For any given
[TABLE]
there exists a such that (1.3) admits a unique solution
[TABLE]
The main tool used by Bubnov [12] to prove this theorem is the following Kato type smoothing property for the solution of the linear system associated to the IBVP (1.2),
[TABLE]
Under the assumptions (1.4),
[TABLE]
and
[TABLE]
where is a constant independent of .
In the past thirty years since the work of Bubnov [12], various boundary-value problems of the KdV equation have been studied. In particular, the following two special classes of IBVPs of the KdV equation on the finite interval ,
[TABLE]
and
[TABLE]
as well as the IBVPs of the KdV equation posed in a quarter plane have been intensively studied in the past twenty years (cf. [5, 8, 14, 15, 16, 18, 19, 21, 31, 32, 33] and the references therein) following the rapid advances of the study of the pure initial value problem of the KdV equation posed on the whole line or on the periodic domain (see e.g. [1, 2, 9, 10, 11, 17, 18, 19, 20, 25, 26, 27, 28, 29, 30]).
The nonhomogeneous IBVP (1.7) was first shown by Faminskii in [18, 19] to be well-posed in the spaces and .
Theorem B [18, 19]: Let be given. For any and
[TABLE]
the IBVP (1.7) admits a unique solution . Moreover, the solution map is continuous in the corresponding spaces. In addition, if ,
[TABLE]
[TABLE]
and
[TABLE]
with
[TABLE]
then the solution .
Bona et al., in [5], showed that IBVP (1.7) is locally well-posed in the space for any .
Theorem C [5]: Let , and be given. There exists such that for any compatible 444See [5] for exact definition of compatibility.
[TABLE]
satisfying
[TABLE]
the IBVP (1.7) admits a unique solution
[TABLE]
Moreover, the corresponding solution map is analytic in the corresponding spaces.
Later on, in [21], Holmer showed that the IBVP (1.7) is locally well-posed in the space , for any , and Bona et al., in [8], showed that the IBVP (1.7) is locally well-posed for any .
As for the IBVP (1.8), its study began with the work of Colin and Ghidalia in late 1990’s [14, 15, 16]. They obtained in [16] the following results.
Theorem D [16]:
- (i)
Given and satisfying , there exists a such that the IBVP (1.8) admits a solution (in the sense of distribution)
[TABLE]
- (ii)
The solution of the IBVP (1.8) exists globally in if the size of its initial value and its boundary values are all small.
In addition, they showed that the associate linear IBVP
[TABLE]
possesses a strong smoothing property:
For any , the linear IBVP (1.9) admits a unique solution
[TABLE]
Aided by this smoothing property, Colin et al. showed that the homogeneous IBVP (1.9) is locally well-posed in the space .
Theorem E [16]: For any given , there exists a such that the IBVP (1.9) admits a unique weak solution .
Recently, Kramer et al., in [32], and Jia et al., in [22], have shown that the IBVP (1.8) is locally well-posedness in the classical Sobolev space for , which provide a positive answer to one of the open question in [16].
Theorem F [22, 32]: Let , and be given with
[TABLE]
There exists a such that for any ,
[TABLE]
satisfying
[TABLE]
the IBVP (1.8) admits a unique mild solution
[TABLE]
Moreover, the corresponding solution map is analytically continuous.
In addition, Rivas et al., in [33], shown that the solutions of the IBVP (1.8) exist globally as long as their initial value and the associate boundary data are small. Moreover, those solutions decay exponentially if their boundary data decay exponentially.
Theorem G [33]: Let with
[TABLE]
There exist positive constants and such that for any compatible 555See [33] for exact definition, in this case, of compatibility. and
[TABLE]
for any with
[TABLE]
the IBVP (1.8) admits a unique solution
[TABLE]
for any and
[TABLE]
If, in addition to these conditions, there exist , and such that
[TABLE]
and
[TABLE]
then there exists with and such that the corresponding solution of the IBVP (1.8) satisfies
[TABLE]
As for the general IBVP (1.1)-(1.2), Kramer and Zhang, in [31], studied the following non-homogeneous boundary value problem,
[TABLE]
They showed that the IBVP (1.10) is locally well-posed in the space , for any , under the assumption (1.4).
Theorem H [31]: Let with
[TABLE]
* be given and assume (1.4) holds. For any , there exists a such that for any compatible 666See [31] for exact definition, in this case, of compatibility. , with*
[TABLE]
the IBVP (1.10) admits a unique solution
[TABLE]
Moreover, the solution depends continuously on its initial data and the boundary values in the respective spaces.
In this paper we continue to study the general IBVP (1.1)-(1.2) for its well-posedness in the space and attempt to provide a (partial) answer asked earlier,
Under what assumptions on the coefficients in (1.2) is the IBVP (1.1)-(1.2) well-posed in the classical Sobolev space ?
We propose the following hypotheses on those coefficients , :
- (A1)
;
- (A2)
;
- (B1)
;
- (B2)
;
- (C)
In addition, for any ,
[TABLE]
for . Let us consider
[TABLE]
and
[TABLE]
We have the following well-posedness results for the IBVP (1.1)-(1.2).
Theorem 1.1**.**
Assume (A1), (B1) and (C) hold and let with and be given. Then for any there exists a such that for any
[TABLE]
satisfying
[TABLE]
the IBVP (1.1)-(1.2) admits a solution
[TABLE]
possessing the hidden regularities (the sharp Kato smoothing properties)
[TABLE]
Moreover, the corresponding solution map is analytically continuous.
Theorem 1.2**.**
Assume (A1), (C) and (B2) hold and let with and be given. Then for any there exists a such that for any
[TABLE]
satisfying
[TABLE]
the IBVP (1.1)-(1.2) admits a solution
[TABLE]
possessing the hidden regularities (the sharp Kato smoothing properties)
[TABLE]
Moreover, the corresponding solution map is analytically continuous.
Theorem 1.3**.**
Assume (A2), (B1) and (C) hold and let with and be given. Then for any there exists a such that for any
[TABLE]
satisfying
[TABLE]
the IBVP (1.1)-(1.2) admits a solution
[TABLE]
possessing the hidden regularities (the sharp Kato smoothing properties)
[TABLE]
Moreover, the corresponding solution map is analytically continuous.
Theorem 1.4**.**
Assume (A2), (C) and (B2) hold and let with and be given. Then for any there exists a such that for any
[TABLE]
satisfying
[TABLE]
the IBVP (1.1)-(1.2) admits a solution
[TABLE]
possessing the hidden regularities (the sharp Kato smoothing properties)
[TABLE]
Moreover, the corresponding solution map is analytically continuous.
The following remarks are now in order.
- (i)
The temporal regularity conditions imposed on the boundary values are optimal (cf. **[3, 6, 7]**).
- (ii)
The assumptions imposed on the boundary conditions in the Theorems 1.1-1.4 can be reformulated as follows:
- (i)
**
- (ii)
**
- (iii)
**
- (iv)
**
Here,
[TABLE]
[TABLE]
[TABLE]
and
[TABLE]
As a comparison, note that the assumptions of Theorem A are satisfied if and only if one of the following boundary conditions are imposed on the equation in (1.3).
- (a)
**
- (b)
[TABLE]
with
[TABLE]
- (c)
[TABLE]
with
[TABLE]
- (d)
**
[TABLE]
with
[TABLE]
Then, it follows of our results that the conditions (1.13), (1.14) and (1.15) for Theorem A can be removed completely.
- (iii)
*In Theorem 1.1, we replace the *compatibility of (cf. Theorem C) by assuming for simplicity. The same remarks hold for Theorems 1.2-1.4 too.
To prove our theorems, we rewrite the boundary operators as
[TABLE]
with
[TABLE]
[TABLE]
and
[TABLE]
[TABLE]
[TABLE]
[TABLE]
To prove our main result, we will first study the linear IBVP
[TABLE]
to establish all the linear estimates needed later for dealing with the nonlinear IBVP (1.1)-(1.2). Here for and . Then we will consider the nonlinear map defined by the following IBVP
[TABLE]
with
[TABLE]
We will show that is a contraction in an appropriated space whose fixed point will be the desired solution of the nonlinear IBVP (1.1)-(1.2). The key to show that is a contraction in an appropriate space is the sharp Kato smoothing property of the solution of the IBVP (1.16) as described below, for example, for :
For given and and , the IBVP (1.16) admits a unique solution with
[TABLE]
In order to demonstrate the sharp Kato smoothing properties for solutions of the IBVP (1.16), we need to study the following IBVP
[TABLE]
for . The corresponding solution map
[TABLE]
will be called the boundary integral operator denoted by . An explicit representation formula will be given for this boundary integral operator that will play important role in showing the solution of the IBVP (1.18) possesses the sharp Kato smoothing properties. The needed sharp Kato smoothing properties for solutions of the IBVP (1.16) will then follow from the sharp Kato smoothing properties for solutions of the IBVP (1.18) and the well-known sharp Kato smoothing properties for solutions of the Cauchy problem
[TABLE]
The plan of the present paper is as follows.
— In Section 2 we will study the linear IBVP (1.16) The explicit representation formulas for the boundary integral operators , for , will be first presented. The various linear estimates for solutions of the IBVP (1.16) will be derived including the sharp Kato smoothing properties.
— The Section 3 is devoted to well-posedness of the nonlinear problem (1.1)-(1.2) will be established.
— Finally, in the Section 4, some conclusion remarks will be presented together with some open problems for further investigations.
2 Linear problems
This section is devoted to study the linear IBVP (1.16) which will be divided into two subsections. In subsection 2.1, we will present an explicit representation for the boundary integral operators and then solution formulas for the solutions of the IBVP (1.16). Various linear estimates for solutions of the IBVP (1.16) will be derived in subsection 2.2.
2.1 Boundary integral operators and their applications
In this subsection, we first derive explicit representation formulas for the following four classes of nonhomogeneous boundary-value problems
[TABLE]
[TABLE]
[TABLE]
and
[TABLE]
Without loss of generality, we assume that in this subsection.
Consideration is first given to the IBVP (2.1). Applying the Laplace transform with respect to , (2.1) is converted to
[TABLE]
where
[TABLE]
and
[TABLE]
The solution of (2.5) can be written in the form
[TABLE]
where are solutions of the characteristic equation
[TABLE]
and , solves the linear system
[TABLE]
By Cramer’s rule,
[TABLE]
with the determinant of and the determinant of the matrix with the column replaced by . Taking the inverse Laplace transform of and following the same arguments as that in [5] yield the representation
[TABLE]
with
[TABLE]
and
[TABLE]
where
[TABLE]
and
[TABLE]
for . Here is obtained from by letting and for . More precisely,
[TABLE]
[TABLE]
[TABLE]
[TABLE]
Making the substitution , with in the the characteristic equation
[TABLE]
the three roots , , are
[TABLE]
Thus has the form
[TABLE]
and
[TABLE]
where , and are obtained from and by replacing with and .
For given , let be an operator on defined as follows: for any ,
[TABLE]
with
[TABLE]
for and
[TABLE]
for . Here
[TABLE]
for and , . Then the solution of the IBVP (2.1) has the following representation.
Lemma 2.1**.**
Given , the solution of the IBVP (2.1) can be written in the form
[TABLE]
Next we consider the IBVP (2.2). A similarly arguments shows the solution of the IBVP (2.2) has the following representation.
Lemma 2.2**.**
The solution of the IBVP (2.2) can be written in the form
[TABLE]
where
[TABLE]
with
[TABLE]
for and
[TABLE]
for . Here
[TABLE]
for and . Here , and are obtained from and by replacing with and where
[TABLE]
[TABLE]
[TABLE]
[TABLE]
For solutions of (2.3), we have the following lemma.
Lemma 2.3**.**
The solution of the IBVP (2.3) can be written in the form
[TABLE]
where
[TABLE]
with
[TABLE]
for and
[TABLE]
for . Here
[TABLE]
for and . Here , and are obtained from and by replacing with and where
[TABLE]
[TABLE]
[TABLE]
[TABLE]
For solutions of (2.4), we have
Lemma 2.4**.**
The solution of the IBVP (2.4) can be written in the form
[TABLE]
where
[TABLE]
with
[TABLE]
for and
[TABLE]
for . Here
[TABLE]
for and . Here , and are obtained from and by replacing with and where
[TABLE]
[TABLE]
[TABLE]
[TABLE]
and are solutions of the characteristic equation
[TABLE]
Remark 2.5**.**
From with boundary conditions for or with boundary conditions , it can be easily shown that there are no nontrivial solutions for any with . Therefore, for any with .
The following lemma is helpful in deriving various linear estimates for solutions of the IBVP (1.16) in the next subsection.
Lemma 2.6**.**
For , and , set
[TABLE]
and
[TABLE]
and view as the inverse Fourier transform of . Then for any ,
[TABLE]
[TABLE]
[TABLE]
[TABLE]
Proof: Recall that for , we have
[TABLE]
for , and for ,
[TABLE]
as . Thus, the following asymptotic estimates of , for , as , hold:
[TABLE]
[TABLE]
[TABLE]
[TABLE]
Then (2.22)-(2.25) follow consequently.
We consider next the linear IBVP with homogeneous boundary conditions
[TABLE]
for By the standard semigroup theory, for any , the IBVP (2.26) admits a unique solution which can be written as
[TABLE]
where is the -semigroup associated with the IBVP (2.26) with . Recall the solution of the Cauchy problem of the linear KdV equation,
[TABLE]
has the explicit representation
[TABLE]
Here denotes the Fourier transform of . In terms of the -group and the boundary integral operator , we can have a more explicit representation of solutions of the IBVP (2.26).
Let be given and be the standard extension operator from to . For any and let
[TABLE]
and
[TABLE]
Lemma 2.7**.**
For given and , let
[TABLE]
and
[TABLE]
Then the solution of the IBVP (2.26) can be written as
[TABLE]
2.2 Linear estimates
In this subsection we consider the following IBVP of the linear equations:
[TABLE]
and present various linear estimates for its solutions. For given and , let us consider:
[TABLE]
and
[TABLE]
Recall that when and , the solution of the IBVP (2.29) can be written in the form
[TABLE]
where
[TABLE]
with
[TABLE]
for , and
[TABLE]
for and . Here
[TABLE]
for , and .
Proposition 2.8**.**
Let with and be given. There exists a constant such that for any ,
[TABLE]
satisfies
[TABLE]
for and .
Proof.
We only consider the case that and ; the proofs for the others cases are similar. Note that, the solution can be written as
[TABLE]
with
[TABLE]
Let us prove Proposition 2.8 for . It suffices to only consider
[TABLE]
Applying [4, Lemma 2.5], we have,
[TABLE]
and
[TABLE]
By interpolation, we have
[TABLE]
for . Furthermore, for , let , , then
[TABLE]
Applying Plancherel theorem, in time , yields that, for all ,
[TABLE]
for . Consequently, for and , we have
[TABLE]
which ends the proof of Proposition 2.8 for . The proof for , , are similar therefore will be omitted. ∎
Next we consider the following initial boundary-value problem:
[TABLE]
for . Recall that for any , and , the Cauchy problem of the following linear KdV equation posed on ,
[TABLE]
admits a unique solution and possess the well-known sharp Kato smoothing properties.
Lemma 2.9**.**
Let , and be given. For any , , the solution of the system (2.31) admits a unique solution with
[TABLE]
Moreover, there exists a constant , depending only and , such that
[TABLE]
for .
Corollary 2.10**.**
Let and be given. For any and let be zero extension of from to . If
[TABLE]
then
[TABLE]
and
[TABLE]
for .
The following two propositions follow from Proposition 2.8 and Lemma 2.9.
Proposition 2.11**.**
Let and with be given. There exists a constant such that for any and , the IBVP (2.29) admits a unique solution satisfying
[TABLE]
Proof.
From lemmas 2.4, 2.6, 2.9 and Proposition 2.8 the result holds. ∎
In addition, the solution of (2.29) posses the following sharp Kato smoothing properties.
Proposition 2.12**.**
Let and with be given. For any , and , the solution of the system (2.29) satisfies
[TABLE]
for .
3 Nonlinear problems
In this section, we will consider the IBVP of the nonlinear KdV equation on with the general boundary conditions
[TABLE]
where the boundary operators , , are introduced in the introduction.
For given and , let
[TABLE]
and
[TABLE]
The next lemma is helpful in establishing the well-posedness of (3.1) whose proof can be found in [5, 31].
Lemma 3.1**.**
There exists a and sucht for any and ,
[TABLE]
*and *
[TABLE]
for
Consider the following linear IBVPs
[TABLE]
for . The following lemma follows from the discussion in the Section 2, therefore, the proof will be omitted.
Lemma 3.2**.**
Let be given. There exists a constant such that for any and , the IBVP (3.3) admits a unique solution satisfying
[TABLE]
for .
Next, we consider the following linearized IBVP associated to (3.1)
[TABLE]
for and is a given function.
Proposition 3.3**.**
Let be given. Assume that . Then for any and , the IBVP (3.4) admits unique solution
[TABLE]
Moreover, there exists a constant depending only on and such that
[TABLE]
Proof.
Let and be a constant to be determined. Set
[TABLE]
which is a bounded closed convex subset of . For given , and , define a map on by
[TABLE]
for any where is the unique solution of
[TABLE]
By Lemma 3.2 (see also Propositions 2.11 and 2.12), for any ,
[TABLE]
and
[TABLE]
Thus is a contraction mapping from to if one chooses and by
[TABLE]
and
[TABLE]
Its fixed point is desired solution of (3.5) in the time interval . Note that only depends on thus by standard extension argument, the solution can be extended to the time interval . Thus, the proof is completed. ∎
Now, we turn to consider the well-posedness problem of the nonlinear IBVP (3.1).
Theorem 3.4**.**
Let with and be given. There exists a such that for any with
[TABLE]
the IBVP (3.1) admits a unique solution . Moreover, the corresponding solution map is real analytic.
Proof.
We only prove the theorem in the case of . When it follows from a standard procedure developed in [3]. First we consider the case of . As in the proof of Proposition 3.3, let and be a constant to be determined. Set
[TABLE]
For given , define a map on by
[TABLE]
where is the unique solution of
[TABLE]
By Proposition 3.3, for any ,
[TABLE]
and
[TABLE]
Choosing and with
[TABLE]
is a contraction whose critical point is the desired solution.
Next we consider the case of . Let we have solves
[TABLE]
where and . Applying Proposition 3.3 implies that . Then it follows from the equation
[TABLE]
that and . The case of follows using Tartart’s nonlinear interpolation theory [34] and the proof is archived. ∎
4 Concluding remarks
In this paper we have studied the nonhomogenous boundary value problem of the KdV equation on the finite interval (0,L) with general boundary conditions,
[TABLE]
and have shown that the IBVP (4.1) is locally well-posed in the space for any with and . Two important tools have played indispensable roles in approach; one is the explicit representation of the boundary integral operators associated to the IBVP (4.1) and the other one is the sharp Kato smoothing property. We have obtained our results by first investigating the associated linear IBVP
[TABLE]
The local well-posedness of the nonlinear IBVP (4.1) follows via contraction mapping principe.
While the results reported in this paper has significantly improved the earlier works on general boundary value problems of the KdV equation on a finite interval, there are still many questions to be addressed regarding the IBVP (4.1). Here we list a few of them which are most interesting to us.
- (1)
Is the IBVP (4.1) globally well-posed in the space for some or equivalently, does any solution of the IBVP (4.1) blow up in the some space in finite time?
It is not clear if the IBVP (4.1) is globally well-posed or not even in the case of . It follows from our results that a solution of the IBVP (4.1) blows up in the space for some at a finite time if and only if
[TABLE]
Consequently, it suffices to establish a global a priori estimate
[TABLE]
for solutions of the IBVP (4.1) in order to obtain the global well-posedness of the IBVP (4.1) in the space for any . However, estimate (4.3) is known to be held only in one case
[TABLE]
- (2)
Is the IBVP well-posed in the space for some ?
We have shown that the IBVP (4.1) is locally well-posed in the space for any . Our results can also be extended to the case of using the same approach developed in [8]. For the pure initial value problems (IVP) of the KdV equation posed on the whole line or on torus ,
[TABLE]
and
[TABLE]
it is well-known that the IVP (4.4) is well-posed in the space for any and is (conditionally) ill-posed in the space for any in the sense the corresponding solution map cannot be uniformly continuous. As for the IVP (4.5), it is well-posed in the space for any . The solution map corresponding to the IVP (4.5) is real analytic when , but only continuous (not even locally uniformly continuous) when . Whether the IVP (4.4) is well-posed in the space for any or the IVP (4.5) is well-posed in the space for any is still an open question. On the other hand, by contrast, the IVP of the KdV-Burgers equation
[TABLE]
is known to be well-posed in the space for any , but is known to be ill-posed for any . We conjecture that the IBVP (4.1) is ill-posed in the space for any .
- (3)
While the approach developed in this paper can be used to study the nonhomogeneous boundary value problems of the KdV equation on with quite general boundary conditions, there are still some boundary value problems of the KdV equation that our approach do not work. Among them the following two boundary value problems of the KdV equation on stand out:
[TABLE]
and
[TABLE]
A common feature for these two boundary value problems is that the norm of their solutions are conserved:
[TABLE]
The IBVP (4.6) is equivalent to the IVP (4.5) which was shown by Kato [23, 24] to be well-posed in the space when as early as in the late 1970s. Its well-posedness in the space when , however, was established 24 years later in the celebrated work of Bourgain [9, 10] in 1993. As for the IBVP (4.7), its associated linear problem
[TABLE]
has been shown by Cerpa (see, for instance, [13]) to be well-posed in the space forward and backward in time. However, whether the nonlinear IBVP (4.7) is well-posed in the space for some is still unknown.
Acknowledgments: Roberto Capistrano-Filho was supported by CNPq (Brazilian Technology Ministry), Project PDE, grant 229204/2013-9 and partially supported by CAPES (Brazilian Education Ministry) and Bing-Yu Zhang was partially supported by a grant from the Simons Foundation (201615), NSF of China (11571244, 11231007). Part of this work was done during the post-doctoral visit of the first author at the University of Cincinnati, who thanks the host institution for the warm hospitality.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
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