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Machine learning for recovery factor estimation of an oil reservoir:A tool for derisking at a hydrocarbon asset evaluation

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Petroleum 2022年第2期8卷 278-290页

作者： ivan Makhotin Denis Orlov Dmitry Koroteev Evgeny Burnaev Aram Karapetyan Dmitry Antonenko Skolkovo Institute of Science and Technology MoscowRussia JSC Zarubezhneft MoscowRussia

Well-known oil recovery factor estimation techniques such as analogy,volumetric calculations,material balance,decline curve analysis,hydrodynamic simulations have certain *** techniques are time-consuming,and require specific data and expert ***,though uncertainty estimation is highly desirable for this problem,the methods above do not include this by *** this work,we present a data-driven technique for oil recovery factor(limited to water flooding)estimation using reservoir parameters and representative *** apply advanced machine learning methods to historical worldwide oilfields datasets(more than 2000 oil reservoirs).The data-driven model might be used as a general tool for rapid and completely objective estimation of the oil recovery *** addition,it includes the ability to work with partial input data and to estimate the prediction interval of the oil recovery *** perform the evaluation in terms of accuracy and prediction intervals coverage for several tree-based machine learning techniques in application to the following two cases:(1)using parameters only related to geometry,geology,transport,storage and fluid properties,(2)using an extended set of parameters including development and production *** both cases,the model proved itself to be robust and *** conclude that the proposed data-driven approach overcomes several limitations of the traditional methods and is suitable for rapid,reliable and objective estimation of oil recovery factor for hydrocarbon reservoir.

关键词： Oil recovery factor Machine learning Regression Uncertainty estimation Conformal predictors Clustering Oilfield Oil reservoir

RF thermal and new cold part design studies on a TTF-Ⅲ input coupler for Project-X

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Chinese Physics C 2012年第2期36卷 173-178页

作者： PEI Shi-Lun Chris E Adolphsen LI Zeng-Hai Nikolay A Solyak ivan V Gonin Institute of High Energy Physics Chinese Academy of SciencesBeijing 100049China SLAC National Accelerator Laboratory Menlo ParkCalifornia 94025USA Fermi National Accelerator Laboratory Batavia 60510IllinoisUSA

An RF power coupler is one of the key components in a superconducting （SC） linac. It provides RF power to the SC cavity and interconnects different temperature layers （1.8 K, 4.2 K, 70 K and 300 K）. The TTF-Ⅲ coupler is one of the most promising candidates for the High Energy （HE） linac of Project X, but it cannot meet the average power requirements because of the relatively high temperature rise on the warm inner conductor, so some design modifications will be required. In this paper, we describe our simulation studies on the copper coating thickness on the warm inner conductor with RRR values of 10 and 100. Our purpose is to rebalance the dynamic and static loads, and finally lower the temperature rise along tbe warm inner conductor. In addition, to get stronger coupling, better power handling and less multipacting probability, one new cold part design was proposed using a 60 mm coaxial line; the corresponding multipacting simulation studies have also been investigated.

关键词： RF thermal effect TTF-Ⅲ input coupler multipacting dynamic RF power loss static thermal loss

Methods for the Efficient Energy Management in a Smart Mini Greenhouse

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Computers, Materials & Continua 2022年第2期70卷 3169-3187页

作者： Vasyl Teslyuk ivan Tsmots Michal Gregus ml. Taras Teslyuk Iryna Kazymyra Department of Automated Control Systems Lviv Polytechnic National UniversityLviv79013Ukraine Faculty of Management Comenius University in BratislavaBratislava2582005Slovakia Department of Information Systems and Networks Lviv Polytechnic National UniversityLviv79013Ukraine

To solve the problem of energy efficiency of modern enterprise it is necessary to reduce energy *** of the possible ways is proposed in this research.A multi-level hierarchical system for energy efficiency management of the enterprise is designed,it is based on the modular principle providing rapid *** novelty of the work is the development of new and improvement of the existing methods and models,in particular:1)models for dynamic analysis of IT tools for data acquisition and processing(DAAP)in multilevel energy management systems,which are based on Petri nets;2)method of synthesis of DAAP tools in energy efficiency management information systems(EEMIS)of the enterprise which provides a reduction in hardware and time costs from 10%to 40%;3)method of conflict-free data exchange determining the minimum memory speed for the synthesis of realtime exchanges,it reduces the cost and energy consumption;4)method of calculating the signal of postsynaptic excitation of neural elements decreases the processing time of technological data two or more *** proposed methods,models and tools have been tested while implementing the EEMIS of the intelligent mini-greenhouse,as a result,energy efficiency has increased by 12%-25%(depending on season and peculiarities of growing plants).

关键词： Energy efficiency management information system(EEMIS) data acquisition and processing(DAAP) industry 4.0 Petri nets smart mini greenhouse

From neurogenesis to neuronal regeneration: the amphibian olfactory system as a model to visualize neuronal development in vivo

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Neural Regeneration Research 2015年第6期10卷 872-874页

作者： ivan Manzini Institute of Neurophysiology and Cellular Biophysics University of Gottingen Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB)

How do individual neurons develop and how are they in- tegrated into neuronal circuitry？ To answer this question is essential to understand how the nervous system develops and how it is maintained during the adult life. A neural stem cell must go through several stages of maturation, including proliferation, migration, differentiation, and integration, to become fully embedded to an existing neuronal circuit. The knowledge on this topic so far has come mainly from cell culture studies. Studying the development of individual neurons within intact neuronal networks in vivo is inherently difficult. Most neurons are generated form neural stem cells during embryonic and early postnatal development.

关键词： the amphibian olfactory system as a model to visualize neuronal development in vivo Figure

A different gut microbial community between larvae and adults of a wild bumblebee nest （Bombus pascuorum）

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Insect Science 2018年第1期25卷 66-74页

作者： Anneleen Parmentier ivan Meeus Filip Van Nieuwerburgh Dieter Deforce Peter Vandamme Guy Smagghe Laboratory of Agrozoology Department of Crop Protection Faculty of Bioscience Engineering Ghent University Laboratory of Pharmaceutical Biotechnology Faculty of Pharmaceutical Sciences Ghent University Laboratory of Microbiology Department of Biochemistryand Microbiology Faculty of Sciences Ghent University Ghent Belgium

Although the gut microbial communities in adult bumblebees and their as- sociated functionalities are widely studied, descriptive data on the larval gut microbiota are still limited. The gut microbiota of a fully sampled wild Bombus pascuorum nest has been characterized, using the multiplexed Illumina MiSeq 16S ribosomal RNA ampli- con sequencing technique. The nesters and foragers inhabiting the same nest showed the typical core bacterial sequences and only marginal differences in their characterized gut microbiota. The gut microbial communities within the adult and larval specimens differed strongly, as the typical core gut bacteria in the adult bumblebees are absent in the larval bumblebees. The bacterial communities within the larval gut are dominated by bacterial phylotypes of Enterobacteriaceae and Lactobacillaceae, supplemented with genera be- longing to Corynebacteriales and Bacillales. The function of this larval gut microbiota, being different from the adult, remains to be determined.

关键词： bumblebee gut Illumina sequencing larvae microbiota nest sample size

Microscopic theory of exciton and trion polaritons in doped monolayers of transition metal dichalcogenides

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npj Computational Materials 2022年第1期8卷 891-900页

作者： Yaroslav Vladimirovich Zhumagulov Salvatore Chiavazzo Dmitry Romanovich Gulevich Vasili Perebeinos ivan Andreevich Shelykh Oleksandr Kyriienko University of Regensburg Regensburg93040Germany Department of Physics and Engineering ITMO UniversitySt.Petersburg197101Russia Department of Physics and Astronomy University of ExeterStocker RoadExeterEX44QLUnited Kingdom Department of Electrical Engineering University at BuffaloThe State University of New YorkBuffaloNY14260USA Science Institute University of IcelandDunhagi-3IS-107ReykjavikIceland

We study a doped transition metal dichalcogenide (TMDC) monolayer in an optical *** the microscopic theory,we simulate spectra of quasiparticles emerging due to the interaction of material excitations and a high-finesse optical mode,providing a comprehensive analysis of optical spectra as a function of Fermi energy and predicting several modes in the strong light-matter coupling *** addition to exciton-polaritons and trion-polaritons,we report polaritonic modes that become bright due to the interaction of excitons with free *** large doping,we reveal strongly coupled modes corresponding to excited trions that hybridize with a cavity *** also demonstrate that the increase of carrier concentration can change the nature of the system’s ground state from the dark to the bright *** results offer a unified description of polaritonic modes in a wide range of free electron densities.

关键词： polar transition theory

Big size is not all, even better!

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Hepatobiliary Surgery and Nutrition 2019年第5期8卷 539-540页

作者： Roberto ivan Troisi Mariano Cesare Giglio Roberto Montalti Department of Clinical Medicine and Surgery Federico II University of NaplesNaplesItaly Department of Liver and Small Bowel Transplantation Hepato-Biliary and Pancreatic SurgeryKing Faisal Specialist Hospital and Research CenterRiyadhKingdom of Saudi Arabia Department of Public Health Federico II University of NaplesNaplesItaly

We read with interest the article entitled"Comprehensive Complication Index validates improved outcomes over time despiteincreased complexity in 3707 consecutive hepatectomies"by Cloydet al.(1).This article focused on... 详细信息

关键词： entitled consecutive despite

Cationic Polymerization of Isobutylene and C4 Mixed Feed Using Complexes of Lewis Acids with Ethers: A Comparative Study

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Chinese Journal of Polymer Science 2019年第9期37卷 891-897页

作者： Dmitriy I. Shiman ivan A. Berezianko Irina V. Vasilenko Sergei V. Kostjuk Research Institute for Physical Chemical Problems of the Belarusian State University 14 Leningrads kaya St. Minsk 220006 Belarus Department of Chemistry Belarusian State University 14 Leningradskaya st. Minsk 220006 Belarus Sechenov First Moscow State Medical University Institute for Regenerative Medicine 8-2 Trubetskaya st. Moscow 119991 Russia

The cationic polymerization of C4 mixed feed and isobutylene co-initiated by AlCl3xOiPr2,iBuAlC12xnOiPr2, and [emim]Cl- FeCl3xnOiPr2 ([emim]Cl: 1 -ethyl-3-methylimidazolium chloride) has been investigated. AlCl3xOiPr2 co-initiated cationic polymerization of C4 mixed feed proceeds at a lower rate than polymerization of isobutylene affording polymers with higher molecular weight. Complexes of iBuAlCh with di isopropyl ether of different compositions are more suitable co-initiators than AlCl3xOiPr2 for the synthesis of highly reactive polyisobutylene (HR PIB) from C4 mixed feed due to their higher activity in the polymerization as well as possibility to prepare polyisobutylenes with lower molecular weight and higher content of exo-olefin end groups. However, iBuA1C12 needs activating via addition of external water (initiator) and/or interaction with salts hydrates in order to increase the reaction rate and the saturated monomer conversion.[Emim]Cl-FeC13/iPr2O is a quite promising catalyst for the preparation of HR PIB with high exo-olefin end group content (> 80%) and relatively low polydispersity (Mw/Mn < 2.8) via cationic polymerization of C4 mixed feed. The sonication of reaction mixture in case of using [emim]Cl-FeCh allowed increasing the reaction rate and decreasing the molecular weight.

关键词： Cationic polymerization Isobutylene C4 mixed feed Highly reactive polyisobutylene

Trapped on the Roof of the World:taxonomic diversity and evolutionary patterns of Tibetan Plateau endemic freshwater snails(Gastropoda:Lymnaeidae:Tibetoradix)

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Integrative Zoology 2022年第5期17卷 825-848页

作者： Maxim V.VINARSKI Parm Viktor VON OHEIMB Olga V.AKSENOVA Mikhail Yu.GOFAROV Alexander V.KONDAKOV ivan O.NEKHAEV ivan N.BOLOTOV Laboratory of Macroecology and Biogeography Saint-Petersburg State UniversitySaint-PetersburgRussia Museum für Naturkunde-Leibniz Institute for Evolution and Biodiversity Science BerlinGermany N.Laverov Federal Center for Integrated Arctic Research of the Ural Branch of the Russian Academy of Sciences ArkhangelskRussia Department of Applied Ecology Saint-Petersburg State UniversitySaint-PetersburgRussia Northern(Arctic)Federal University ArkhangelskRussia

The high-elevation Tibetan Plateau(western China)is inhabited by a unique,though not particularly species-rich,community of *** explored the species content and evolutionary history of the Tibetan Plateau endemic freshwater snail genus *** relationships within the genus were reconstructed based on available sequence *** used a single-rate Poisson Tree Processes approach for species delimitation and compared putative species-level clades with already described *** found that the genus consists of at least 6 species,of which we described 4 as new to *** and soft body morphology was examined and the radula in Tibetoradix was described for theﬁrst *** on ourﬁndings,the diversiﬁcation of the genus did not result in a prominent morphological differentiation and a number of species can be regarded as morphologically *** species found in different drainage areas indicate relatively good passive dispersal abilities of the *** allopatric distribution of the species could result from competitive exclusion between *** absence of Tibetoradix *** the Tibetan Plateau could be explained by a scenario of an“evolutionary trap”,where adaptations to high elevation conditions prevented the taxa from a successful colonization of lower elevations.

关键词： biogeography High Asia molecular phylogenetics morphology species delimitation