4 research outputs found
Dataset of SCAPS-1D simulated halide perovskite solar cells with SHAP and machine learning-based PCE optimizationZenodo
This data article describes a dataset generated by using SCAPS-1D simulation software to capture photovoltaic performance metrics for perovskite solar cells (PSC). The data collection process involved systematically modeling a range of device configurations by varying perovskite compositions, layer thicknesses, and combinations of charge transport layers. Key parameters such as open-circuit voltage, short-circuit current density, fill factor, and power conversion efficiency were recorded, with simulation outputs provided in Excel files. Additional files include detailed material databases featuring physical properties of electron and hole transport layers—such as band gap energies, electron affinities, dielectric permittivity, and carrier mobilities—organized in separate spreadsheets.Moreover, the repository offers a pre-trained CatBoost machine learning to predict the solar cell efficiency, along with a Jupyter Notebook that outlines the data preprocessing, machine learning workflow, and feature importance analysis via SHAP values. The structured dataset supports a reproducible simulation environment and is designed to facilitate further research in computational materials science and renewable energy. Its comprehensive organization makes it suitable for applications including photovoltaic device optimization, evaluation of simulation-based predictive approaches, and development of advanced data-driven models. Publicly hosted on Zenodo, this dataset provides an accessible resource for researchers and practitioners aiming to explore and enhance perovskite solar cell configurations through computational analysis and machine learning techniques
Crystallography Reports V. 46, I. 05
Crystallography Reports -- September 2001
Volume 46, Issue 5, pp. 701-885
DIFFRACTION AND SCATTERING OF X-RAY AND SYNCHROTRON RADIATION
Beam Focusing on Stations with a Sibir'-2 Synchrotron Source for Single-Crystal Studies of Atomic Structures
D. M. Kheiker, V. A. Shishkov, M. E. Andriyanova, and D. V. Smagin
pp. 701-706 Full Text: PDF (448 kB)
Structure of the Interfaces of the InxGa1 – xAs Quantum Well from X-ray Diffraction Data
A. M. Afanas'ev, M. A. Chuev, R. M. Imamov, and A. A. Lomov
pp. 707-716 Full Text: PDF (119 kB)
Triple-Crystal X-ray Spectroscopy of Diffuse Scattering from Tracks
V. N. Peregudov and E. M. Pashaev
pp. 717-721 Full Text: PDF (69 kB)
DIFFRACTION AND SCATTERING OF ELECTRONS
Size Effect in X-ray and Electron Diffraction Patterns from Hydroxyapatite Particles
E. I. Suvorova and P.-A. Buffat
pp. 722-729 Full Text: PDF (1290 kB)
STRUCTURE OF INORGANIC COMPOUNDS
Crystal Structure of Lepidocrocite FeO(OH) from the Electron-Diffractometry Data
A. P. Zhukhlistov
pp. 730-733 Full Text: PDF (56 kB)
Atomic Structure of Boron Suboxycarbide B(C,O)0.155
N. B. Bolotina, T. I. Dyuzheva, and N. A. Bendeliani
pp. 734-740 Full Text: PDF (75 kB)
Synthesis and X-ray Diffraction Study of K2.92Nb2.58Ti1.42P2.5O17 Single Crystals
O. A. Alekseeva, N. I. Sorokina, I. A. Verin, T. Yu. Losevskaya, V. I. Voronkova, V. K. Yanovskii, and V. I. Simonov
pp. 741-747 Full Text: PDF (254 kB)
Low-Temperature Structural Variations and Interlayer Charge Transfer in Cuprate Superconductors
S. Sh. Shil'shtein, I. P. Makarova, and V. N. Molchanov
pp. 748-751 Full Text: PDF (55 kB)
Modular Structure of a Sodium-Rich Analogue of Eudialyte with the Doubled c-Parameter and the R3 Symmetry
R. K. Rastsvetaeva and A. P. Khomyakov
pp. 752-757 Full Text: PDF (74 kB)
STRUCTURES OF COORDINATION COMPOUNDS
X-ray Diffraction Study of Phase Transitions in Iron(II) Trisnioximate Hexadecylboronate Clathrochelate Complex
I. I. Vorontsov, K. A. Potekhin, M. Yu. Antipin, Ya. Z. Voloshin, A. I. Stash, V. K. Belsky, I. I. Dubovik, and V. S. Papkov
pp. 758-770 Full Text: PDF (271 kB)
Effect of the Acid–Base Interactions in a Solution on the Composition of the Coordination Sphere of Aluminum and Gallium Complexonates
A. B. Ilyukhin and S. P. Petrosyants
pp. 771-778 Full Text: PDF (108 kB)
Crystal Structure and Thermochromism of Bisguanidinium Tetrachlorocuprate Dihydrate at 123 and 293 K
V. K. Belsky, V. Fernandez, V. E. Zavodnik, I. Diaz, and J. L. Martinez
pp. 779-785 Full Text: PDF (88 kB)
STRUCTURE OF ORGANIC COMPOUNDS
Molecular and Crystal Structures of 1R,4S-2-(4-Carbomethoxy)benzylidene-n-Menthan-3-one
S. V. Shishkina, T. G. Drushlyak, L. A. Kutulya, O. V. Shishkin, and J. W. Goodby
pp. 786-791 Full Text: PDF (87 kB)
STRUCTURES OF MACROMOLECULAR COMPOUNDS
Topology of the Polypeptide Chain in the Complex of Agglutinin from Castor Bean Seeds with beta-D-Galactose in the Crystalline State
N. V. Konareva, A. G. Gabdulkhakov, S. Eschenburg, S. Stoeva, A. N. Popov, R. Krauspenhaar, M. E. Andrianova, Yu. Savochkina, I. I. Agapov, A. G. Tonevitskii, A. N. Kornev, V. V. Kornilov, V. N. Zaitsev, W. Voelter, Ch. Betzel, S. V. Nikonov, B. K. Vainshtein[dagger], and A. M. Mikhailov
pp. 792-800 Full Text: PDF (566 kB)
CRYSTAL CHEMISTRY
Crystal Chemistry of Li,GeVI-Germanates: Combinatorial–Topological Analysis and Modeling of Crystal Structures
G. D. Ilyushin and L. N. Demianets
pp. 801-809 Full Text: PDF (156 kB)
STRUCTURE OF REAL CRYSTALS
Dislocations in BZS and PMN Pyrochlores
A. Mergen
pp. 810-812 Full Text: PDF (170 kB)
PHYSICAL PROPERTIES OF CRYSTALS
Properties of Nonlinear Elastic Waves Propagating along Acoustic Axes
A. L. Shuvalov and A. Radowicz
pp. 813-819 Full Text: PDF (90 kB)
Mechanical Properties of Organic Alkali Metal and Ammonium Hydrophthalate Single Crystals
V. R. Regel, N. L. Sizova, G. S. Belikova, and T. N. Turskaya
pp. 820-825 Full Text: PDF (394 kB)
Absorption Spectra and Circular Dichroism of Sr3Ga2Ge2O14 : Cr and Ca3Ga2Ge2O14 : Cr Crystals
Z. B. Perekalina, V. P. Orekhova, K. A. Kaldybaev, B. V. Mill, and D. V. Isakov
pp. 826-829 Full Text: PDF (59 kB)
Growth Conditions and Electric Properties of KDP Crystals. I. Conductivity Measurements
E. D. Yakushkin, E. P. Efremova, and A. I. Baranov
pp. 830-834 Full Text: PDF (60 kB)
Analytical Description of the Yield Drop in the Alexander–Haasen Model
B. V. Petukhov
pp. 835-841 Full Text: PDF (103 kB)
Dispersionless Polaritons on a Twist Boundary in Optically Uniaxial Crystals
A. N. Darinskii
pp. 842-844 Full Text: PDF (50 kB)
Low-Frequency Dielectric Properties of DMAAS Crystals in the Vicinity of 110 K
A. M. Lotonov, L. F. Kirpichnikova, and N. D. Gavrilova
pp. 845-847 Full Text: PDF (49 kB)
THIN FILMS
Epitaxial (001) Fe Films with Unidirectional Anisotropy
A. A. Potseluiko and V. G. Pyn'ko
pp. 848-849 Full Text: PDF (77 kB)
SURFACE
Structure of the Polar (010) Cleavage of a Ferroelectric TGS Crystal from the Atomic–Force Microscopy Data
N. V. Belugina and A. L. Tolstikhina
pp. 850-855 Full Text: PDF (291 kB)
Compaction of Adsorbed Alkali Metal Submonolayers on the {111} and {0001} Surfaces of Metal Crystals
V. F. Dvoryankin and G. G. Dvoryankina
pp. 856-859 Full Text: PDF (46 kB)
CRYSTAL GROWTH
Dependence of the Step Velocity on Its Length on the (010) Face of the Orthorhombic Lysozyme Crystal
L. N. Rashkovich, N. V. Gvozdev, M. I. Sil'nikova, I. V. Yaminskii, and A. A. Chernov
pp. 860-863 Full Text: PDF (218 kB)
Growth and Ionic Conductivity of gamma-Li3PO4
A. K. Ivanov-Shitz, V. V. Kireev, O. K. Mel'nikov, and L. N. Demianets
pp. 864-867 Full Text: PDF (64 kB)
Electron Microscopy of Epitaxial Structures of Pseudobinary AIIIBV Solid Solutions and the Model of Nonequilibrium Ordering in Epitaxial Growth
S. K. Maksimov and K. S. Maksimov
pp. 868-875 Full Text: PDF (199 kB)
CRYSTALLOGRAPHIC SOFTWARE
MINCRYST: a Crystallographic Database for Minerals, Local and Network (WWW) Versions
A. V. Chichagov, D. A. Varlamov, R. A. Dilanyan, T. N. Dokina, N. A. Drozhzhina, O. L. Samokhvalova, and T. V. Ushakovskaya
pp. 876-879 Full Text: PDF (40 kB)
Data Collection in Single-Crystal Diffractometry Equipped with a Zero-Dimensional Detector: Planning and Optimization
Yu. V. Nekrasov
pp. 880-882 Full Text: PDF (39 kB)
JUBILEES
Boris Borisovich Zvyagin (on the Occasion of His 80th Birthday)
pp. 883-884 Full Text: PDF (64 kB)
REVIEWS
Review of Physics of Condensed Media, volume 5 of the Encyclopedia of Modern Natural Sciences in 10 volumes. Moscow, MAGISTR PRESS, 2000 (288 pp.)
p. 885 Full Text: PDF (9 kB)Archived web conten
Public Interest in Financial Law of The Republic of Belarus: Theory and Practice
In the scientific work the analysis of interaction and boundaries of public and private interest in financial law, from the point of view of both doctrine and law enforcement, was carried out. The absence of public interest concept in financial, budget, tax legislation of the Republic of Belarus was paid attention to. It was suggested that the concept of public interest should be enshrined in financial law at the statutory level. The following works of scientists in the field of financial, tax and budget law served as methodological basis for writing the work: E.Yu. Gracheva (2014), Yu.P. Gavrilchenko (2016), M.V. Karasev (2006), Yu.A. Krokhina (2012), S.K. Leshchenko (2008), O.A. Nogina (2012), A.A. Pilipenko (2006), N.A. Povetkina (2015), N.A. Sheveleva (2009), E.V. Chernikova (2016), and others. In the research process both general scientific and particular methods were used: synthesis and analysis, collection and generalization of different points of view of scientists, comparative, system, comparative legal, logical-juridical, structural-functional [email protected] of Juridical Sciences, associate professor, Educational institution Yanka Kupalthe state University of Grodno, Doctoral (higher doctorate degree) candidate of Saint Petersburg State University, author of more than 100 scientific works.Yanka Kupala State University of GrodnoAbramchik, L.: Конституционные основы налогового права в Республике Беларусь (Constitutional fundamentals of tax law in the Republic of Belarus, Value paradigm of the Basic Law of the Republic of Belarus), Minsk: BSU, 2013.Alekseev, S.S.: Теория права (Theory of law), Moscow: BEK, 1995.Arakelova, M.V.: Баланс частных и публичных интересов при альтернативном разрешении споров, возникающих в налоговых правоотношениях (Balance of private and public
interests in alternative resolution of disputes arising in tax legal relations), Финансовое право (Financial Law) no. 11 (2015).Boiko, T.S.: Реализация конституционных норм и принципов в налоговом законодательстве Республики Беларусь и решениях Конституционного Суда Республики Беларусь
(Realization of constitutional norms and principles in tax legislation of the Republic of Belarus and decisions of the Constitutional Court of the Republic of Belarus), Веснік
Канстытуцыйнага Суда Рэспублікі Беларусь (Bulletin of the Constitutional Court of the Republic of Belarus) no. 1 (2011).Bryzgalin, A.V.: Справедливость как основной принцип налогообложения (Justice as the main principle of taxation), Финансы (Finances) no. 8 (1997).Chernikova, E.V.: Несколько слов о налоговом патриотизме (A few words about tax patriotism), Современное право (Modern law) no. 4 (2016).Gavrilchenko, Yu.P.: Правовое регулирование сбережений населения. Теория и практика (Legal regulation of population savings. Theory and practice), Saarbrucken: LAP Lambert
Academic Publishing, 2016.Gracheva, E.Y.: Государственный финансовый контроль как важнейший инструмент обеспечения публичных интересов в условиях рынка (State financial control as an
essential tool for ensuring public interests in the market conditions), Вестник университета имени О.Е. Кутафина (МГЮА). Выпуск “Финансовое право” (Bulletin of the University
named after O.E. Kutafin (MSAL). Issue “Financial law”) no. 4 (2014).Grigorieva, E.N.: Классификация принципов налогового права (Classification of tax law principles, Actual problems of economic development of the Republic of Belarus and its legal
regulation), Minsk: BSEU, 2009.Gvozdev, V.D., Ryabtsev L.N.: Интересы в праве: теоретические проблемы определения сущности и критериев классификации (Interests in law: theoretical problems of
determining the nature and criteria of classifi cation), Право в современном белорусском обществе (Law in contemporary Belarusian society), Minsk: Сenter for law and pravofi nansi.
REP, 2013.Ioffe, O.S.: Обязательственное право (Law of obligations), Moscow: Legal literature, 1975.Karaseva, M.V.: Современные проблемы построения системы финансового права (Modern problems of financial law system building), Правоведение (Jurisprudence) no. 3 (2006).Khimicheva, N.I .: Налоговое право (Tax Law), Moscow: BEK, 1997.Krokhina, Yu.A.: Финансовое право России (Financial Law of Russia), Moscow: Norma, 2014.Krokhina, Yu.A.: Современные вопросы предмета финансового права (Current Issues of the Subject of Financial Law), Финансовое право (научно-практический журнал Украины),
Financial Law (Scientific and Practical Journal of Ukraine) no. 1 (2012).Leshchenko, S.K.: К вопросу о понятии международного налогового права (On the concept of international tax law), Промышленно-торговое право (Industrial and trade law) no. 5
(2008).Malko, A.V. (eds): Правовая политика России (общетеоретические и отраслевые проблемы) (Legal policy of Russia (General theoretical and branch problems)), Moscow: Yurlitinform,
2014.Maltsev, G.V.: Социальные основания права (The Social foundations of law), Moscow: INFRA-M, Norma, 2011.Marchenko, M.N.: Теория государства и права (Theory of state and law), Moscow: Publishing House Prospect, 2015.Nersesyants, V.S.: Общая теория права и государства (General theory of law and state), Moscow: Norma, 2004.Nogina, O.A.: Государственные внебюджетные фонды в составе бюджетной системы России:проблемы правового регулирования (State extra-budgetary funds within the
Russian budget system: problems of legal regulation), Moscow: Statut, 2012.Pilipenko, A.A.: Теоретико-прикладные аспекты реализации принципа справедливости в налоговом праве (Theoretical and applied aspects of the implementation of the principle of
justice in tax law), Духовность, общество, личность, государство (Spirituality, society, personality, state) no. 1 (2006).Povetkina, N.A.: Бюджетное законодательство Российской Федерации: перспективы развития (Budget legislation of the Russian Federation: prospects for development), Финансовое
право (Financial law) no. 9 (2015).Poroshkova, T.A.: Меры и способы защиты публичных интересов в налоговых правоотношениях (Measures and ways to protect public interests in tax legal relations), Налоговые споры: теория и практика (Tax disputes: theory and practice) no. 9 (2007).Rabets, A.M.: Соотношение частных и публичных интересов в сфере государственной поддержки семьи в Российской Федерации (The correlation of private and public interests
in the sphere of state support of family in the Russian Federation), 2016. www.naukarastudent.ru.Shershenevich, G.F.: Учебник русского гражданского права (The Textbook of Russian civil law), Moscow: Spark, 1995.Sheveleva, N.A.: Баланс частных и публичных интересов (Balance of private and public interests), Конституция Российской Федерации (The Constitution Of The Russian Federation),
Moscow: Norma, 2009.Spector, E.I. (eds.): Публичные и частные интересы в финансовом праве (Public and private interests in financial law), Moscow: Norma, 2011.Tikhomirov, Yu.A.: Публичное право (Public Law), Moscow: Publishing House BEK, 1995.Vasilevich, G.A.: Конституция Республики Беларусь: научно –практический комментарий (The Constitution of the Republic of Belarus: scientific and practical comment), Minsk: State
Institute of Management and Social Technologies of the Belarusian State University, 2005.Vitushko, V.A.: Теория механизма правового регулирования экономических отношений (Theory of the mechanism of legal regulation of economic relations) Doctor (higher
doctorate) Thesis, Minsk: Belarusian State University, 2001.Zapolsky, S.V.: Дискуссионные вопросы теории финансового права (Discussion questions of the theory of financial law), Moscow: Eksmo, 2008.BY: Constitution of the Republic of Belarus of 24 November 1996.BY: Act no. 412-З/2008 – Budget Code of the Republic of Belarus.BY: Act no. 1660-З/2002 – Tax Code.BY: Resolution of the Council of Ministers no. 18/2017, A set of measures to implement the main directions of social and economic development of the Republic of Belarus for 2016-2020.BY: Decisions of the Constitutional Court of 23 December 2009 no. Р-412/2009.BY: Decisions of the Constitutional Court of 24 December 2014 no. Р-962/2014.BY: Decisions of the Constitutional Court of 28 December 2015 no. Р-1017/2015.476
Viral vector-mediated RNA interference in the retina
RNA interference (RNAi) is a highly conserved post-transcriptional gene silencing process triggered by double-stranded RNA (dsRNA) in eukaryotic cells. Elucidation of the RNAi regulatory pathway and its components has led to the identification of endogenous dsRNA molecules, termed microRNAs (miRNAs), which are transcribed as a single hairpin molecule prior to their maturation into a cytoplasmic dsRNA. The efficient gene silencing achieved by these short hairpin RNA (shRNA) molecules and the cumulative understanding of the RNAi pathway has prompted the development of hairpin expression vectors capable of mediating stable gene silencing in vitro and in vivo. The aim of this thesis is to evaluate the efficacy of viral vector-mediated RNAi in the retina using recombinant adeno-associated viruses (AAV) and lentiviruses that contain silencing hairpin cassettes to target four genes in murine photoreceptors and the retinal pigment epithelium (RPE).
A detailed assessment of the utility and extend of RNAi in the retina using different viral vectors and hairpin designs is presented in this thesis. Lentiviral and AAV vectors were firstly used to silence GFP in vitro and in vivo as a proof of concept for vector mediated RNAi in the retina. Subsequently, we used lentivirally-mediated RNAi to study disease processes in the retina concentrating on tight junction (TJ) modulators ZO-1 and ZONAB and their role in RPE homeostasis, cell-cycle progression and epithelial-mesenchymal transition (EMT). Here we demonstrated how TJ misregulation can lead to RPE loss, proliferation or dedifferentiation; processes involved in pathological conditions such as atrophic age-related macular degeneration (AMD) and proliferative vitroretinopathy (PVR).
Whilst lentivirally-mediated RNAi was used to elucidate aspects of retinal function and disease, AAV-mediated RNAi was used to probe the therapeutic potential of shRNAs by silencing Peripherin-2 (Prph2), the second most abundant retinal protein, using a miRNA-based hairpin. AAV2/8 particles were used to target endogenous Prph2 and evasion of silencing was demonstrated using an engineered Prph2 cDNA that could be used in a suppression and replacement approach for the treatment of dominant retinal disorders
