Equivalences induced by infinitely generated silting modules
Simion Breaz, George Ciprian Modoi

TL;DR
This paper investigates how silting modules and complexes induce equivalences in the derived category of a ring, focusing on infinitely generated cases and their algebraic implications.
Contribution
It introduces a framework for understanding equivalences induced by infinitely generated silting modules and complexes in derived categories.
Findings
Characterization of equivalences induced by silting modules
Extension of silting theory to infinitely generated modules
Connections between silting modules and derived category equivalences
Abstract
We study equivalences induced by a silting module or, equivalently, by a complex of projectives , concentrated in and which is silting in the derived category of a ring .
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Equivalences induced by infinitely generated silting modules
Simion Breaz
Babeş–Bolyai University, Faculty of Mathematics and Computer Science
1, Mihail Kogălniceanu, 400084 Cluj–Napoca, Romania
and
George Ciprian Modoi
Babeş–Bolyai University, Faculty of Mathematics and Computer Science
1, Mihail Kogălniceanu, 400084 Cluj–Napoca, Romania
Abstract.
We study equivalences induced by a complex , consisting of projectives and concentrated in degrees and [math], which is silting in the derived category of a ring .
Key words and phrases:
silting module, silting complex, endomorphism ring, endomorphism dg-algebra, dg-module, derived functors
2010 Mathematics Subject Classification:
16E30, 18E30, 16D90
1. Introduction
A torsion theory in an abelian category (e.g. is the category of right -modules) is a pair , such that the classes and are , and for every there is a short exact sequence , such that and . Then and are called the torsion class, respectively the torsion free class of .
In the context of a triangulated category endowed with the shift functor (e.g. the derived category of the category of -modules), a t-structure is a pair of full subcategories if such that
- (1)
. 2. (2)
(or equivalently ). 3. (3)
For every there is a triangle , where and .
The heart of a t-structure is defined to be the subcategory . We recall that the heart is an abelian category. Note that the definition of a t-structure implies immediately that the inclusion functors and have a right, respectively a left adjoint. For more informations about torsion pairs and t-structures one can consult [19, Chapter I, Section 2].
One of the central results in Tilting Theory is the Tilting Theorem, [13, Theorem 3.5.1], which states that if the torsion theory generated by a finitely presented (i.e. classical) tilting right -module then there exists a torsion theory in the category of right -modules ( is the endomorphism ring of ) and a pair of equivalences
[TABLE]
Such a pair of equivalences is called a counter-equivalence. It was proved in [12] that the existence of a counter equivalence is strongly related to the existence of a classical tilting module which generates . In the case of infinitely generated tilting modules, versions of Tilting Theorem was formulated at the level of for derived category in [6] and [7]. The main idea is that every tilting module is equivalent to a good tilting module which induces an equivalence between the derived category and a subcategory of the derived category . This equivalence also induces a counter equivalence at the level of module categories, i.e. the functors and are fully faithful, and the quasi-inverses of the functors are induced by and , [6], [16], [17].
In order to be more precise, let us start with some settings and well–known definitions. In this paper all rings are unital, all categories and functors are additive, and all classes of objects are closed under isomorphisms. If is a ring then denotes the category of right -modules, and is the associated derived category of . If is a complex, then denotes the -th cohomology group associated to . If is a category and is an object in then (resp. ) denotes the class of all objects isomorphic to direct summands of (finite) direct sums of copies of . If is a functor then denotes the class of all objects from such that . If and are -modules then is -generated if there exists an epimorphism , and denotes the class of all -generated modules.
Now we return to the case of an -module , with . If is tilting, then the torsion theory associated with has . By [19, Chapter 1, Proposition 2.1] it induces a t-structure in the derived category of , whose heart is equivalent to the category of right -modules. This equivalence is realized by the derived Hom functor , and its quasi-inverse is computed by using the derived tensor product. Conversely, it was proved that the heart of the -structure associated to a torsion theory is equivalent to a module category if the torsion class is generated by a module which has a projective presentation such that the associated complex
[TABLE]
has some special properties (it is compact and silting) in the derived category ([14], [18], [26], [30]). In particular, the support -tilting modules introduced in [1] admit such a projective presentation.
Silting modules are generalizations of tilting ones and they were introduced in [5] as infinitely generated versions of support -tilting modules. Further they are characterized as the modules of the form , where is a two term silting complex. We refer to [20], [27], and [32] for various correspondences realized by such complexes. The main aim of the present paper is to study some equivalences induced by silting modules, providing a Silting Theorem, that is a correspondent for the Tilting Theorem. This can be useful since for perfect or hereditary rings many torsion theories are generated by silting modules, [10], but there are many of them which are not generated by tilting modules, [3]. It was proved in [21, Theorem 3.8] that the Hom-covariant functor and the tensor functor induced by a support -tilting module define an equivalence as in the above described counter-equivalences. If is a silting module then it still induces a torsion pair , where . If is the annihilator ideal for then is an -tilting module (possible infinitely generated), hence the Tilting Theorem proved in [6] can be applied to deduce that induces an equivalence between and its image with as a quasi-inverse. But a direct application of the Tilting Theorem does not give us information for the whole class . For a support -tilting module , the case when the covariant functors and induce an equivalence is characterized in [33]. If is hereditary, by [4, Proposition 5.2] it follows that the annihilator of a silting module is idempotent, and it is easy to see using [33, Theorem 2.1] that in the case of support -tilting modules the covariant functor induces an equivalence with the quasi-inverse the functor iff the module is tilting (at the level of derived categories the same conclusion can be obtained by using [32, Theorem A]).
The main aim of this paper is to study the equivalences induced by a silting module associated to a silting complex , and to extend the results proved in [11] and [18] for the support -tilting case. In contrast with the tilting case, when we consider a silting object , the module does not carry all information we need since a silting complex is not quasi-isomorphic (i.e. it is not isomorphic in the derived category) to the corresponding silting module. Therefore we have to deal not only with the module but with the whole complex . In Section 2 are gathered necessary results about dg-modules over dg-algebras. In Section 3 we recall the definitions for silting modules and silting complexes, and some basic properties connected to the torsion theory associated with such a module (complex). Next we construct a good silting module which generates . Therefore, every silting complex will be equivalent (in the sense that they induce the same torsion theory) to a good one. If is a silting complex, for which , then we consider the right derived Hom functor and its left adjoint (namely the left derived tensor product) between the category and the derived category of the dg-endomorphism algebra of . In Section 4 we state and prove the targeted Silting Theorem, first at the level of the derived categories, that is for a good silting complex of -modules we construct an equivalence between and a subcategory of where is a smart truncation of . Then we specialize the above equivalence, in order to obtain the so called, a silting counter equivalence between the torsion theory induced by a silting module and some subcateogries of the torsion-free class, repectively the torsion class of the torsion pair in which is defined by .
2. Preliminaries
We recall here some generalities about dg-algebras and the total derived functors between their derived categories. We will follow [24], [25], and [23] in these considerations.
Let be a commutative ring. Recall that a dg-algebra is a -graded -algebra endowed with a differential such that which is homogeneous of degree , that is for all , and satisfies the graded Leibniz rule:
[TABLE]
A (by default, right) dg-module over is a -graded module
[TABLE]
endowed with a -linear square-zero differential , which is homogeneous of degree and satisfies the graded Leibnitz rule:
[TABLE]
Left dg--modules are defined similarly. A morphism of dg--modules is a -linear map compatible with gradings and differentials. In this way we obtain the category of all dg--modules.
If is a dg-algebra, then the dual dg-algebra is defined as follows: as graded -modules , the multiplication is given by for all and all and the differential is the same as in the case of . It is clear that a left dg--module is a right dg--module with the “opposite” multiplication , for all and all , henceforth we denote by the category of left dg--modules.
For a dg-module and for all we define the -th cocycles, boundaries, respective cohomology -modules by
[TABLE]
Note that these formulas induce functors into the category of -modules.
A morphism of dg-modules is called quasi-isomorphism if it induces isomorphisms in all cohomologies. A dg-module is acyclic if for all . A morphism of dg--modules is called null–homotopic provided that there is a graded homomorphism of degree such that . The homotopy category has the same objects as and the morphisms are equivalence classes of morphism of dg-modules, up to homotopy. It is well–known that the homotopy category is triangulated. Moreover a null–homotopic morphism is acyclic, therefore the functors factor through for all .
The derived category is obtained from by formally inverting all quasi-isomorphisms. An object is called cofibrant if for every acyclic dg--module we have . This is equivalent to
[TABLE]
for all dg--modules . Dually we define fibrant objects.
For two dg-modules we consider the so called dg-Hom complex
[TABLE]
with , whose differentials are given by
[TABLE]
In this way we obtain a new category, whose objects are the same as the objects of , that is dg-modules, but whose morphisms are dg-Hom complexes. Note that the morphisms in and between the dg-modules and , are exactly , respectively .
Let now and be two dg-algebras and let be a dg---bimodule (that is is a dg--module). In this situation, for every the dg-Hom complex becomes a dg--module, so we get a functor (the definition on morphisms is obvious)
[TABLE]
It induces the right derived Hom functor
[TABLE]
where where is a cofibrant replacement of (that is, a cofibrant dg--module together with a quasi-isomorphism ) and is a fibrant replacement of (which is defined by duality), see [35, Theorem 12.1.1]. It was proved in [24, Theorem 3.1] that (co)fibrant replacements always exist in .
Let . There exists a natural grading on the usual tensor product , which can be described as:
[TABLE]
where is the quotient of by the submodule generated by where , and , for all . Together with the differential
[TABLE]
we obtain a a functor and further a triangle functor The left derived tensor product
[TABLE]
is defined by where and are cofibrant replacements for and in and respectively.
A dg-algebra is called (homologically) non-positive if (respectively ) for .
3. Two term silting complexes
3.1. Silting modules and silting complexes
Let be a unital ring. If is a morphism between projective right -modules then the defect of is defined as the functor
[TABLE]
We will denote by the kernel (on objects) of , i.e. the class of all modules such that every morphism can be extended to a morphism .
We recall from [5] that a right -module is silting with respect to a projective resolution if
- (s)
.
It is easy to see that is closed under direct sums and epimorphic images. Using [9, Proposition 4], it follows that is closed under extensions. Therefore, if is silting with respect to then the class is a torsion class. We will denote by the induced torsion theory in .
In this case we associate to the complex
[TABLE]
of projective modules, and we note that is silting with respect to if and only if is a silting complex of projective modules (cf. [5, Theorem 4.9]), i.e.
- (S1)
for all sets , and
- (S2)
the homotopy category is the smallest triangulated subcategory of containing ,
where
[TABLE]
If satisfies only the condition (S1) then it is called presilting.
Remark 3.1.1*.*
In literature a complex as before is also called 2-term silting complex, in order to emphasize that it contains only two non-zero entries. There are also defined -term silting complexes, which are complexes with non-zero entries satisfying (S1) and (S2). We refer to [2] for a recent survey on this subject. However in what follows we entirely stick to the case of a 2-term silting complex, hence we drop the expression “2-term” from our considerations.
The following lemma is straightforward. It records connections between the functors induced by and .
Lemma 3.1.2**.**
Let be a complex induced by a morphism between projective modules, and denote . Then for every there are canonical isomorphisms:
- (1)
; 2. (2)
; 3. (3)
.
From [5, Theorem 4.6] we extract the following useful result:
Lemma 3.1.3**.**
If is a silting complex then
[TABLE]
The following result, which is a generalization of [11, Corollary 3.3], can be extracted from [34]. We include a proof for reader’s convenience.
Proposition 3.1.4**.**
Let be a complex induced by a morphism between projective modules. The following are equivalent:
- (1)
* is a silting module with respect to ;* 2. (2)
there exists a triangle in such that and are in .
Proof.
(1)(2) Let , and we consider a triangle
[TABLE]
induced by the canonical -precovering (this means that is an epimorphism). Applying the functor to the above triangle, we obtain the exact sequence of -modules
[TABLE]
for all . Since is an epimorphism, for all , and for all , it follows that .
Let . By [5, Theorem 4.9] we know that for all . Then . Since , it follows that .
Therefore, we can apply Lemma 3.1.3 to obtain that .
(2)(1) From the existence of the triangle , it follows that is a generator for . Now the conclusion follows from [5, Theorem 4.9]. ∎
Remark 3.1.5*.*
The exact sequence induced in cohomology by the triangle is a -preenvelope for . Therefore, Proposition 3.1.4 is the triangulated version of [5, Proposition 3.11].
3.2. Good silting complexes
Using the same technique as in [6, Proposition 3.1] we obtain the following
Corollary 3.2.1**.**
Let be a silting module with respect to a morphism , and let be the silting complex associated to . Then there exists a silting complex such that
- (1)
there exists a triangle such that is a direct summand of ; 2. (2)
the silting module generates the same torsion theory as .
Proof.
(1) We start with a triangle . If and then we have a triangle
[TABLE]
It is easy to see that is partial silting, hence Lemma 3.1.4 proves that is a silting complex.
(2) Since for all , it follows that . The converse inclusion is obvious, so we conclude that . ∎
A torsion theory in is called silting torsion theory if there exists a silting module such that . By Corollary 3.2.1 we know that there exists a silting complex such that the silting module generates the class and there exists a triangle
[TABLE]
in such that . Such a complex will be called a good silting complex.
Example 3.2.2*.*
Every compact siling object is good. Indeed, if is silting compact, then we can suppose that and are finitely generated. Therefore, it is not hard to see that in the proof of Proposition 3.1.4 we can find a finite set and a triangle
[TABLE]
such that . Since the class of compact objects is closed under extensions, it follows that is compact, so , hence is a good, cf. also [11, Corollary 3.3].
3.3. Derived functors induced by silting complexes
By [23, Example 2.1 a)] we observe that the ordinary ring can be viewed as a dg-algebra concentrated in degree [math]. Therefore, a dg-module over is a complex of ordinary (right) -modules, hence is the category of all complexes of -modules. We can identify , and we view as an -dg-module. The complex is cofibrant because it is a bounded complex with projective entries. Therefore .
By [23, Example 2.1.b)] induces a dg-algebra
[TABLE]
called the endomorphism dg-algebra of .
Let us observe that is the complex
[TABLE]
which is concentrated in the degrees and [math]. This complex has a canonical structure as a dg-module over the dg-algebra . Therefore becomes a dg---bimodule and consequently it induces the right derived covariant functors
[TABLE]
Further observe that can be represented as the complex
[TABLE]
which is concentrated in degrees , [math] and . From (S1) above it follows that , hence for all , so is homologically non-positive. We denote by the ”smart” truncation of , that is
[TABLE]
Then is a non-positive dg-algebra and the obvious dg-algebra homomorphism is actually a quasi-isomorphism. Hence every dg--module becomes a dg--module by restriction of scalars. As in [35, Section 12.4] we do not distinguish notationally between such a dg module seen as -module or a -module. Moreover restriction of scalars functor is an equivalence with the quasi-inverse the induction functor, that is the derived tensor product . Composing this equivalence with the previous adjoint pair and using the asociativity, up to a natural equivalence, of the derived tensor product, we get an adjoint pair:
[TABLE]
Lemma 3.3.1**.**
The following statements are true:
- (1)
the functors are triangle functors; 2. (2)
* is a left adjoint for ;* 3. (3)
; 4. (4)
.
Proof.
For (1) see [36, Proposition 24.4]. For (2) and (3) see [36, Proposition 21.4] completed by [36, Example 24.5]. ∎
4. The silting theorem
4.1. The setting and some basic properties
We are ready to fix some objects and homomorphisms which will be used in the following.
Let be a commutative ring, and a -algebra. We will use the following fixed objects, morphisms, and torsion pairs:
- •
is a good silting complex (hence and are projective right -modules);
- •
is the corresponding silting module;
- •
the torsion pair generated by in is denoted by ;
- •
we will denote by be the heart of the -structure associated to , i.e. the category of all objects which lie in triangles , where and ;
- •
is the endomorphism ring of in the derived category of ;
- •
we consider the torsion pair in , where
[TABLE]
- •
we fix a triangle
[TABLE]
such that .
- •
will denote the endomorphism dg-algebra associated to .
Remark 4.1.1*.*
Applying the functor on the triangle we obtain the exact sequence of left -modules
[TABLE]
Therefore, the above exact sequence is a projective presentation for the left -module . In this setting it will be useful to consider the defect functor associated to the tensor product
[TABLE]
induced by .
Remark 4.1.2*.*
As in 3.3, we consider the smart truncation of . Since is non-positive, we apply [22, Proposition 2.1] to observe that the standard t-structure exists in (that is the subcategory of consisting of objects concentrated in degree [math]). The heart of this -structure in is denoted by . It is easy to see that , and it follows that is an equivalence.
Remark 4.1.3*.*
Applying the (contravariant) triangle functor to the triangle above, we obtain a triangle in :
[TABLE]
where the entries of this triangle are identified as , and .
Remark 4.1.4*.*
If we view as a dg-agebra concentrated in degree [math], then there is an obvious homomorphism of dg-algebras . Using [35, Theorem 12.4.23(1)], induces the extension and the restriction of scalar functors
[TABLE]
and is the right adjoint of . Note that the restriction of to coincides with the restriction of to . Therefore, the restriction of at is a quasi-inverse of the equivalence .
Lemma 4.1.5**.**
If is a complex concentrated in and [math] then
[TABLE]
Moreover, the following are equivalent
- (a)
; 2. (b)
.
Proof.
The complex is isomorphic to a complex
[TABLE]
which is concentrated in and [math] such that and . Then is the complex
[TABLE]
and the first conclusion can be obtained by a direct computation.
(a)(b) Let be an -morphism such that and . From it follows that there exists such that , where is the cokernel of . Since is an epimorphism, it follows by that . Then factorizes through a morphism . But , and we obtain , hence .
Using similar techniques it follows that \left(\begin{array}[]{cc}\alpha\circ-&-\circ(-\sigma)\end{array}\right) is surjective. Then is in fact isomorphic to the complex concentrated in [math] which is represented by
[TABLE]
(b)(a) Let be the inclusion map. Suppose that . Then there is a nonzero morphism . It is easy to see that is a nonzero morphism which belongs to the kernel of \left(\begin{array}[]{c}-\circ\sigma\\ \alpha\circ-\end{array}\right), a contradiction. Therefore, .
Let , and denote by the canonical surjection. We will prove that . If is a morphism, it can be lifted to a morphism such that . Since \left(\begin{array}[]{cc}\alpha\circ-&-\circ(-\sigma)\end{array}\right) is surjective, there exist morphisms , , such that . It follows that , hence . Since , the proof is complete. ∎
We recall that applying the functor to the triangle we obtain the exact sequence of left -modules
[TABLE]
Lemma 4.1.6**.**
Let be a an object in .
- (1)
The restrictions of the functors
[TABLE]
to are naturally isomorphic. 2. (2)
There are natural isomorphisms of -modules
[TABLE] 3. (3)
For all we have .
Proof.
(1) Let be a complex from , where and are projective -modules. We replace the complex by its smart truncation
[TABLE]
where
[TABLE]
Since , we can replace it by . The homomorphism of dg-algebras from Remark 4.1.4 induces a ring homomorphism . It follows that we suppose that is a complex concentrated in [math] and is the restriction along the homomorphism of the -module . Moreover .
Since , it follows that is cofibrant. It follows, by using the definition of that the functors
[TABLE]
are naturally isomorphic.
Using [8, Proposition II.2] we observe that, in order to complete the proof, it is enough to prove that is contained in the annihilators of the modules and . For this is obvious since is a module obtained via the restriction of scalars functor.
Let . It follows that there exists such that and . Note acts on via the composition of maps (of complexes): (here represents the homotopy class of ). It follows that , and the proof is complete.
(2) We apply the triangle functor to the triangle from Remark 4.1.3. We get a triangle
[TABLE]
Since , it follows that and are elements from . It follows that we have the following exact sequence of -modules
[TABLE]
By (1) this induces the exact sequence
[TABLE]
and the conclusion is now clear.
(3) This is a consequence of the proof of (2). ∎
Remark 4.1.7*.*
By the statement (2) in the above lemma it follows that the functor defined in 4.1 acts actually between and . Using a similar proof as in [9, Proposition 4], it follows that it plays a similar role with the role the functor for the case when is of flat dimension at most 1. We recall that if is a tilting module then its flat dimension as a left -module is at most .
4.2. The silting theorem for derived categories
We will denote
[TABLE]
and
[TABLE]
The silting theorem can be formulated in the following way:
Theorem 4.2.1**.**
Let be a good silting complex as in Setting 4.1. Then
- (1)
the functor induces an equivalence
[TABLE]
and is a quasi-inverse for ; 2. (2)
the restrictions of these functors to and induce an equivalence
[TABLE]
Proof.
(1) Let us denote by and the unit, respectively the counit, associated to the adjunction . Then the map is an isomorphism, and the triangle implies that lies in the smallest thick subcategory containing . Therefore the condition 4) from [29, Theorem 6.4] holds true. By the (equivalent) condition 3) of the above cited Theorem it follows that is fully faithful, hence is an isomorphism. From the adjunction isomorphism we obtain .
Conversely, if , we have . Since is fully faithful, it follows that is an isomorphism. Then is an isomorphism. Therefore, completing to a triangle
[TABLE]
it follows . This implies that , hence and . It follows that is a split homomorphism. Since and , this is possible only if . Then is an isomorphism.
Therefore . This shows that the functors
[TABLE]
induce mutually inverse equivalences.
(2) Using Lemma 4.1.5 it follows that for every we have .
Conversely, let . By using Lemma 4.1.6, we observe that is a complex concentrated in and [math]. Since , we can apply Lemma 4.1.5 one more time to conclude that , and the proof is complete. ∎
4.3. The silting counter equivalence
We have seen in Theorem 4.2.1 that is an equivalence between and an abelian subcategory of . From [19, Chapter I, Corollary 2.2], the pair is a torsion pair in the abelian category . It induces a torsion pair in the abelian subcategory of . In the following we will describe, as in the tilting case, this torsion pair by using a natural torsion pair inced by on .
By applying the functor from Remark 4.1.4, we get a subcategory of . As before, we will use the notation
[TABLE]
Lemma 4.3.1**.**
Using the above notations we have
[TABLE]
Proof.
Let . We use the adjunction and the fact that is an equivalence with the inverse , in order to obtain:
[TABLE]
so .
Conversely, for , we denote and we have . Then
[TABLE]
and it follows that . ∎
Theorem 4.3.2**.**
The following statements are true.
- (1)
The functor
[TABLE]
induces an equivalence of categories, whose quasi-inverse is . 2. (2)
The restrictions of the above functors induce the equivalences
- (a)
* and* 2. (b)
**
Proof.
(1) By Lemma 4.1.5 it follows that the restrictions of the functors and to coincide. Now the conclusion follows from Theorem 4.2.1 and Lemma 4.3.1 since we have
[TABLE]
(2) Note that if then the exact sequence associated to which is induced by the torsion pair is
[TABLE]
Hence (respectively ) if and only if ().
(2)(a) Fix an object . The natural map
[TABLE]
is an isomorphism. By Lemma 4.1.6, we have the isomorphisms
[TABLE]
As we have seen, if and only if , which is further equivalent . Therefore the equivalence from (1) induces the equivalence
[TABLE]
whose quasi-inverse is .
Moreover, for every , since is concentrated in , we obtain from Lemma 4.1.6(2) the natural isomorphisms
[TABLE]
Therefore, the restrictions of functors and to are natural isomorphic, and the proof is complete.
(2)(b) Let be the endomorphism ring of , and be the canonical surjective ring homomorphism.
If then the right -module is the module induced by the restriction of scalars along of the -module . Moreover, if is a module such that , then the induced -module has the property . By [5, Proposition 3.2] we conclude that is tilting as an -module. It follows from the tilting theorem proved in [6, Theorem 4.5] that . Using the canonical adjunction isomorphisms, we obtain the equality , hence .
Let . Then there exists an object such that . Since is a torsion pair in , there exists a short exact sequence in of the form , where and . We apply the functor to this exact sequence. Since is an equivalence of categories from to a full subcategory of , we obtain the short exact sequence
[TABLE]
in . But and . This implies that is an isomorphism, hence belongs to .
It follows that . Applying Lemma 4.1.6 it is easy to see that for every the complex is concentrated in [math]. Moreover, we have . Therefore, the functor is a quasi-inverse of the functor . ∎
Corollary 4.3.3**.**
If is a compact silting complex then we have the equivalences:
- (a)
, 2. (b)
* and* 3. (c)
* where is computed with respect a (fixed) triangle of the form .*
Proof.
As we have seen in Example 3.2.2, the compact silting complex is good, hence we can use Theorems 4.2.1 and 4.3.2.
We apply to the triangle , and we obtain a triangle of left -modules , with . If then . It follows that , and the proof is complete. ∎
Remark 4.3.4*.*
The compact case was discovered in [18, Theorem 2.15], where the authors proved directly that is fully faithful. Our approach has the advantage that we are able to compute the quasi-inverse of .
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