Pub Date : 2025-05-14DOI: 10.1007/s40065-025-00518-y
Morteza Bakhshandeh, Rohollah Bakhshandeh-Chamazkoti, Mehdi Nadjafikhah
The main objective of this paper is to investigate the equivalence problem for fifth-order differential operators on the line. We specifically focus on the case where the differential operators are subjected to general fiber-preserving transformations. To tackle this problem, we employ the Cartan method of equivalence via direct equivalence problem. This method allows us to determine whether two given differential operators are equivalent or not under a certain transformation. By applying this method, we are able to establish the conditions under which two fifth-order differential operators are equivalent under general fiber-preserving transformations. This provides us with a comprehensive understanding of the equivalence problem for these operators on the line. Overall, this paper contributes to the field of differential equations by shedding light on the equivalence problem for fifth-order operators and providing a systematic approach to analyze their equivalence under general fiber-preserving transformations.
{"title":"Direct equivalence problem on fifth-order differential operator","authors":"Morteza Bakhshandeh, Rohollah Bakhshandeh-Chamazkoti, Mehdi Nadjafikhah","doi":"10.1007/s40065-025-00518-y","DOIUrl":"10.1007/s40065-025-00518-y","url":null,"abstract":"<div><p>The main objective of this paper is to investigate the equivalence problem for fifth-order differential operators on the line. We specifically focus on the case where the differential operators are subjected to general fiber-preserving transformations. To tackle this problem, we employ the Cartan method of equivalence via direct equivalence problem. This method allows us to determine whether two given differential operators are equivalent or not under a certain transformation. By applying this method, we are able to establish the conditions under which two fifth-order differential operators are equivalent under general fiber-preserving transformations. This provides us with a comprehensive understanding of the equivalence problem for these operators on the line. Overall, this paper contributes to the field of differential equations by shedding light on the equivalence problem for fifth-order operators and providing a systematic approach to analyze their equivalence under general fiber-preserving transformations.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 2","pages":"183 - 196"},"PeriodicalIF":0.9,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145165905","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Let (mathcal {R}(R)) denote the commutative semiring of radical ideals of a commutative ring with identity, and (mathcal {R}(M)) denote the (mathcal {R}(R))-semimodule consisting of all radical submodules of an R-module M. Moreover, (mathcal {R}(-)) will be the covariant functor from the category of R-modules ({{R}{-}Mod}) to the category of (mathcal {R}(R))-semimodules ({mathcal {R}(R){-}Semod}) mapping any R-module M to the (mathcal {R}(R))-semimodule (mathcal {R}(M)) and any R-module homomorphism ( f:Mrightarrow M') to the (mathcal {R}(R))-semimodule homomorphism (mathcal {R}(f): mathcal {R}(M)rightarrow mathcal {R}(M')) defined by (mathcal {R}(f)(N)=operatorname {rad}(f(N))). In this article, we investigate the conditions under which the natural tensor functor (mathcal {R}(-)otimes _{mathcal {R}(R)} mathcal {R}(T)) (for an R-module T) preserves module exact sequences, by considering a tensor product for semimodules over commutative semirings and an exactness for semimodule sequences similar to those of modules over commutative rings. Among others, it is proved that for any ideal I of an absolutely flat ring R, (mathcal {R}(-)otimes _{mathcal {R}(R)} mathcal {R}(R/I)) preserves any short exact sequence of finitely generated faithful multiplication R-modules. Also, it is shown that for any F-vector space W, (mathcal {R}(-)otimes _{mathcal {R}(F)} mathcal {R}(W)) preserves any short exact sequence of vector spaces.
{"title":"Tensor product of semimodules of radical submodules and exact sequences","authors":"Mahboubeh Safaeipour, Hosein Fazaeli Moghimi, Fatemeh Rashedi","doi":"10.1007/s40065-025-00509-z","DOIUrl":"10.1007/s40065-025-00509-z","url":null,"abstract":"<div><p>Let <span>(mathcal {R}(R))</span> denote the commutative semiring of radical ideals of a commutative ring with identity, and <span>(mathcal {R}(M))</span> denote the <span>(mathcal {R}(R))</span>-semimodule consisting of all radical submodules of an <i>R</i>-module <i>M</i>. Moreover, <span>(mathcal {R}(-))</span> will be the covariant functor from the category of <i>R</i>-modules <span>({{R}{-}Mod})</span> to the category of <span>(mathcal {R}(R))</span>-semimodules <span>({mathcal {R}(R){-}Semod})</span> mapping any <i>R</i>-module <i>M</i> to the <span>(mathcal {R}(R))</span>-semimodule <span>(mathcal {R}(M))</span> and any <i>R</i>-module homomorphism <span>( f:Mrightarrow M')</span> to the <span>(mathcal {R}(R))</span>-semimodule homomorphism <span>(mathcal {R}(f): mathcal {R}(M)rightarrow mathcal {R}(M'))</span> defined by <span>(mathcal {R}(f)(N)=operatorname {rad}(f(N)))</span>. In this article, we investigate the conditions under which the natural tensor functor <span>(mathcal {R}(-)otimes _{mathcal {R}(R)} mathcal {R}(T))</span> (for an <i>R</i>-module <i>T</i>) preserves module exact sequences, by considering a tensor product for semimodules over commutative semirings and an exactness for semimodule sequences similar to those of modules over commutative rings. Among others, it is proved that for any ideal <i>I</i> of an absolutely flat ring <i>R</i>, <span>(mathcal {R}(-)otimes _{mathcal {R}(R)} mathcal {R}(R/I))</span> preserves any short exact sequence of finitely generated faithful multiplication <i>R</i>-modules. Also, it is shown that for any <i>F</i>-vector space <i>W</i>, <span>(mathcal {R}(-)otimes _{mathcal {R}(F)} mathcal {R}(W))</span> preserves any short exact sequence of vector spaces.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 2","pages":"347 - 356"},"PeriodicalIF":0.9,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145165073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-14DOI: 10.1007/s40065-025-00512-4
S. B. Ramkumar, V. Renukadevi
Our work shows that, for any given ideal (mathcal {I}) on a non empty set X, we can find a topology (tau ) in which the set of all closed and discrete sets in X coincides with (mathcal {I}). We prove that if (mathcal {I}) is any proper ideal on X, then we can find a topology (tau ^{prime }) in which (tau ^{prime }) makes (mathcal {I}) closed and discrete and (tau ^{prime }) is (T_{0}). Furthermore, we derive some properties of this topology. Finally, we find a compact extension of the newly constructed space.
{"title":"Topology making an ideal closed and discrete","authors":"S. B. Ramkumar, V. Renukadevi","doi":"10.1007/s40065-025-00512-4","DOIUrl":"10.1007/s40065-025-00512-4","url":null,"abstract":"<div><p>Our work shows that, for any given ideal <span>(mathcal {I})</span> on a non empty set <i>X</i>, we can find a topology <span>(tau )</span> in which the set of all closed and discrete sets in <i>X</i> coincides with <span>(mathcal {I})</span>. We prove that if <span>(mathcal {I})</span> is any proper ideal on <i>X</i>, then we can find a topology <span>(tau ^{prime })</span> in which <span>(tau ^{prime })</span> makes <span>(mathcal {I})</span> closed and discrete and <span>(tau ^{prime })</span> is <span>(T_{0})</span>. Furthermore, we derive some properties of this topology. Finally, we find a compact extension of the newly constructed space.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 2","pages":"339 - 346"},"PeriodicalIF":0.9,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145165074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-10DOI: 10.1007/s40065-025-00514-2
Li Zhang, Run Xu
The purpose of this study is to introduce new (p, q)-Hermite–Hadamard and (p, q)-Hermite–Hadamard–Fej(acute{e})r inequalities for LR-((h_{1},h_{2}))-convex interval-valued functions by means of pseudo-order relation ((le _{p})). The results of this paper generalize previously known results and lay a preliminary foundation for the further study on interval post-quantum integral inequalities. Useful examples are provided to verify the validity of the theory established in this research.
{"title":"Post-quantum Hermite–Hadamard type inequalities for LR-((h_{1},h_{2}))-convex interval-valued functions","authors":"Li Zhang, Run Xu","doi":"10.1007/s40065-025-00514-2","DOIUrl":"10.1007/s40065-025-00514-2","url":null,"abstract":"<div><p>The purpose of this study is to introduce new (<i>p</i>, <i>q</i>)-Hermite–Hadamard and (<i>p</i>, <i>q</i>)-Hermite–Hadamard–Fej<span>(acute{e})</span>r inequalities for LR-<span>((h_{1},h_{2}))</span>-convex interval-valued functions by means of pseudo-order relation (<span>(le _{p})</span>). The results of this paper generalize previously known results and lay a preliminary foundation for the further study on interval post-quantum integral inequalities. Useful examples are provided to verify the validity of the theory established in this research.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 2","pages":"365 - 386"},"PeriodicalIF":0.9,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145164194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-10DOI: 10.1007/s40065-025-00510-6
M. Muniyasamy, G. Chandhini, Santhosh George
In this paper, we extended the applicability of the convergence analysis of the sixth-order iterative methods for solving nonlinear equations studied by Yaseen and Zafar (Arab J Math 11:585-599, 2022), whose analysis uses derivatives up to order seven. Also, we have done convergence analysis for the fourth-order method which can be obtained from their method by considering first two steps. Our analysis is applicable in more general Banach space settings and uses only the first three Frechet derivatives of the involved operator with Lipschitz-type conditions. Also, our analysis gives the computable radius of the convergence ball and the number of iterations to obtain the solution with a given accuracy.
在本文中,我们扩展了Yaseen和Zafar (Arab J Math 11:585-599, 2022)研究的求解非线性方程的六阶迭代方法的收敛分析的适用性,他们的分析使用高达七阶的导数。同时,我们还对四阶方法的收敛性进行了分析。我们的分析适用于更一般的巴拿赫空间设置,并且在Lipschitz-type条件下仅使用相关算子的前三个Frechet导数。同时给出了收敛球的可计算半径和在给定精度下求解的迭代次数。
{"title":"Enhancing the applicability of Jarratt-type fourth-order and sixth-order iterative methods","authors":"M. Muniyasamy, G. Chandhini, Santhosh George","doi":"10.1007/s40065-025-00510-6","DOIUrl":"10.1007/s40065-025-00510-6","url":null,"abstract":"<div><p>In this paper, we extended the applicability of the convergence analysis of the sixth-order iterative methods for solving nonlinear equations studied by Yaseen and Zafar (Arab J Math 11:585-599, 2022), whose analysis uses derivatives up to order seven. Also, we have done convergence analysis for the fourth-order method which can be obtained from their method by considering first two steps. Our analysis is applicable in more general Banach space settings and uses only the first three Frechet derivatives of the involved operator with Lipschitz-type conditions. Also, our analysis gives the computable radius of the convergence ball and the number of iterations to obtain the solution with a given accuracy.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 2","pages":"279 - 300"},"PeriodicalIF":0.9,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145164193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-13DOI: 10.1007/s40065-025-00503-5
Yosra Barkaoui, Maher Mnif
The spectral decomposability of a closed linear relation T on a complex Banach space is demonstrated through three new characterisations: The first two are expressed in terms of the extended Bishop and decomposition properties while the third one is given by means of the coinduced operator of T and its local spectral subspaces. This has been achieved through the intensive study of the properties of the last mentioned subspaces as well as the ER-SVEP.
{"title":"Three equivalent conditions for spectral decomposable linear relations","authors":"Yosra Barkaoui, Maher Mnif","doi":"10.1007/s40065-025-00503-5","DOIUrl":"10.1007/s40065-025-00503-5","url":null,"abstract":"<div><p>The spectral decomposability of a closed linear relation <i>T</i> on a complex Banach space is demonstrated through three new characterisations: The first two are expressed in terms of the extended Bishop and decomposition properties while the third one is given by means of the coinduced operator of <i>T</i> and its local spectral subspaces. This has been achieved through the intensive study of the properties of the last mentioned subspaces as well as the ER-SVEP.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 1","pages":"15 - 27"},"PeriodicalIF":0.9,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143865459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In this paper, we investigate the unique solvability of a generalized Tricomi problem with an integral condition for a loaded equation involving a fractional operator. By analyzing the problem for a third-order equation with a telegraph operator, we extend the results to a generalized operator with small parameters. Furthermore, the integral condition in the parabolic region enables the generalization of local problems associated with second- and third-order equations.
{"title":"Extension of the Tricomi problem for a third-order loaded parabolic-hyperbolic equation","authors":"Umida Baltaeva, Marjona Sh. Kosimova, Hamrobek Hayitbayev","doi":"10.1007/s40065-025-00506-2","DOIUrl":"10.1007/s40065-025-00506-2","url":null,"abstract":"<div><p>In this paper, we investigate the unique solvability of a generalized Tricomi problem with an integral condition for a loaded equation involving a fractional operator. By analyzing the problem for a third-order equation with a telegraph operator, we extend the results to a generalized operator with small parameters. Furthermore, the integral condition in the parabolic region enables the generalization of local problems associated with second- and third-order equations.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 1","pages":"1 - 13"},"PeriodicalIF":0.9,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143865427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-03DOI: 10.1007/s40065-025-00501-7
Stephen Salerno, Yi Li
While mortality is often the main focus of cancer studies, non-fatal events, such as disease progression, can vitally impact patient outcomes. For example, recurrence after curative treatment is a crucial endpoint in lung cancer, affecting available second-line treatments and personalized care. Estimating the de-confounded effect of interventions on disease recurrence is a key aspect of assessing cancer treatments. However, semi-competing risks complicate causal inference when death prevents disease recurrence. Existing approaches for estimating causal quantities in semi-competing survival functions rely on complex objective functions with strong assumptions and are challenging to estimate accurately. To address these challenges, we propose a deep learning approach for estimating the causal effect of treatment on non-fatal outcomes in the presence of dependent censoring and complex covariate relationships. Our three-stage approach involves estimating the marginal survival function using an Archimedean copula representation, and a jackknife pseudo-value approach that estimates pseudo-survival probabilities at fixed time points. These pseudo-survival probabilities serve as target values for developing causal estimators that are consistent and do not rely on assumptions like proportional hazards across all time points. In the final stage, we employ a deep neural network to link pseudo-outcomes, the causal variable, and additional confounders. This enables us to estimate survival average causal effects through direct standardization. We evaluate our approach through numerical studies and apply it to the Boston Lung Cancer Study, specifically examining the effect of surgical tumor resection in patients with early-stage non-small cell lung cancer.
{"title":"A Pseudo-Value Approach to Causal Deep Learning of Semi-Competing Risks.","authors":"Stephen Salerno, Yi Li","doi":"10.1007/s40065-025-00501-7","DOIUrl":"10.1007/s40065-025-00501-7","url":null,"abstract":"<p><p>While mortality is often the main focus of cancer studies, non-fatal events, such as disease progression, can vitally impact patient outcomes. For example, recurrence after curative treatment is a crucial endpoint in lung cancer, affecting available second-line treatments and personalized care. Estimating the de-confounded effect of interventions on disease recurrence is a key aspect of assessing cancer treatments. However, semi-competing risks complicate causal inference when death prevents disease recurrence. Existing approaches for estimating causal quantities in semi-competing survival functions rely on complex objective functions with strong assumptions and are challenging to estimate accurately. To address these challenges, we propose a deep learning approach for estimating the causal effect of treatment on non-fatal outcomes in the presence of dependent censoring and complex covariate relationships. Our three-stage approach involves estimating the marginal survival function using an Archimedean copula representation, and a jackknife pseudo-value approach that estimates pseudo-survival probabilities at fixed time points. These pseudo-survival probabilities serve as target values for developing causal estimators that are consistent and do not rely on assumptions like proportional hazards across all time points. In the final stage, we employ a deep neural network to link pseudo-outcomes, the causal variable, and additional confounders. This enables us to estimate survival average causal effects through direct standardization. We evaluate our approach through numerical studies and apply it to the Boston Lung Cancer Study, specifically examining the effect of surgical tumor resection in patients with early-stage non-small cell lung cancer.</p>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12629617/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145566453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-24DOI: 10.1007/s40065-025-00500-8
Ximing Fang, Minhai Huang
For the modified Newton-type (MN) iteration method for solving the GAVE, the convergence conditions and the quasi-optimal parameter matrix are discussed. The sufficient conditions are supplied to ensure that the GAVE has a unique solution. Besides, the numerical experiments are illustrated to show some of the presented results.
{"title":"Convergence of the modified Newton-type iteration method for the generalized absolute value equation","authors":"Ximing Fang, Minhai Huang","doi":"10.1007/s40065-025-00500-8","DOIUrl":"10.1007/s40065-025-00500-8","url":null,"abstract":"<div><p>For the modified Newton-type (MN) iteration method for solving the GAVE, the convergence conditions and the quasi-optimal parameter matrix are discussed. The sufficient conditions are supplied to ensure that the GAVE has a unique solution. Besides, the numerical experiments are illustrated to show some of the presented results.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 1","pages":"29 - 37"},"PeriodicalIF":0.9,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143865397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-18DOI: 10.1007/s40065-025-00498-z
Maryam Salimi, Elham Tavasoli
Let R be a commutative Noetherian ring, and let C be a semidualizing R-module. The present paper aims at studying some properties of ({textrm{Hom}_{textrm{R}}}(C, M)) and (C otimes _{R} M) where M is a non-zero finitely generated R-module. Also, we investigate other versions of depth formula for relative Tor-independent modules with respect to C. Finally, we establish relative versions of Ischebeck and Chouinard formulas for R-modules of finite relative homological dimensions with respect to C.
{"title":"Relative versions of depth, Ischebeck, and Chouinard formulas with respect to a semidualizing module","authors":"Maryam Salimi, Elham Tavasoli","doi":"10.1007/s40065-025-00498-z","DOIUrl":"10.1007/s40065-025-00498-z","url":null,"abstract":"<div><p>Let <i>R</i> be a commutative Noetherian ring, and let <i>C</i> be a semidualizing <i>R</i>-module. The present paper aims at studying some properties of <span>({textrm{Hom}_{textrm{R}}}(C, M))</span> and <span>(C otimes _{R} M)</span> where <i>M</i> is a non-zero finitely generated <i>R</i>-module. Also, we investigate other versions of depth formula for relative Tor-independent modules with respect to <i>C</i>. Finally, we establish relative versions of Ischebeck and Chouinard formulas for <i>R</i>-modules of finite relative homological dimensions with respect to <i>C</i>.</p></div>","PeriodicalId":54135,"journal":{"name":"Arabian Journal of Mathematics","volume":"14 1","pages":"171 - 181"},"PeriodicalIF":0.9,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143865424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}