Relevant bibliographies by topics / Probabilistic characteristics

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Probabilistic characteristics'

Author: Grafiati
Published: 28 May 2022
Last updated: 31 July 2025

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Journal articles on the topic "Probabilistic characteristics"

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Popkov, Yu S., D. L. Dorofeev, and B. A. Zon. "Probabilistic characteristics of paramacrosystems." Automation and Remote Control 69, no. 2 (2008): 223–32. http://dx.doi.org/10.1134/s0005117908020045.

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Kwon, Hyun-Han. "Probabilistic Assessment of Drought Characteristics based on Homogeneous Hidden Markov Model." Journal of the Korean Society of Civil Engineers 34, no. 1 (2014): 145. http://dx.doi.org/10.12652/ksce.2014.34.1.0145.

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Bishop, P. G., and F. D. Pullen. "Probabilistic Modelling of Software Failure Characteristics." IFAC Proceedings Volumes 21, no. 18 (1988): 87–93. http://dx.doi.org/10.1016/s1474-6670(17)54536-x.

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Fang, J. Q., Q. S. Li, A. P. Jeary, D. K. Liu, and C. K. Wong. "Probabilistic characteristics of damping in buildings." Wind and Structures 2, no. 2 (1999): 127–31. http://dx.doi.org/10.12989/was.1999.2.2.127.

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Sent, Danielle, and Linda C. van der Gaag. "Generalised reliability characteristics for probabilistic networks." Artificial Intelligence in Medicine 34, no. 1 (2005): 41–52. http://dx.doi.org/10.1016/j.artmed.2004.07.011.

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Savage, G. J., and D. A. Swan. "PROBABILISTIC ROBUST DESIGN WITH MULTIPLE QUALITY CHARACTERISTICS." Quality Engineering 13, no. 4 (2001): 629–40. http://dx.doi.org/10.1080/08982110108918693.

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Doubleday, Kate, Vanessa Van Scyoc Hernandez, and Bri-Mathias Hodge. "Benchmark probabilistic solar forecasts: Characteristics and recommendations." Solar Energy 206 (August 2020): 52–67. http://dx.doi.org/10.1016/j.solener.2020.05.051.

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Vitvitskii, P. M., and R. I. Kvit. "Probabilistic description of experimental statistical strength characteristics." Soviet Materials Science 28, no. 1 (1993): 83–86. http://dx.doi.org/10.1007/bf00723637.

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Yu, Bo, Lu Feng Yang, and Di Liu. "Probabilistic Characteristics of Residual Displacements of SDOF Systems." Applied Mechanics and Materials 275-277 (January 2013): 1419–22. http://dx.doi.org/10.4028/www.scientific.net/amm.275-277.1419.

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Probabilistic residual displacement analysis plays an important role in determination of technical or economical feasibility of repairing the damaged emgineering structures after an earthquake. Probabilistic characteristics of residual displacements of SDOF systems were quantificationally investigated in this study through a comprehensive statistical analysis. The influences of the P-Δ effect, period of vibration, normalized yield strength and post-yield stiffness ratio on probabilistic characteristics of residual displacements were investigated based on 69 selected earthquake records. In part
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Shcherba, А. А., N. I. Suprunovska, and D. S. Ivashchenko. "PROBABILISTIC PROPERTIES OF ELECTRICAL CHARACTERISTICS OF CAPACITOR CHARGE CIRCUIT WITH STOCHASTIC ACTIVE RESISTANCE." Tekhnichna Elektrodynamika 2018, no. 6 (2018): 14–17. http://dx.doi.org/10.15407/techned2018.06.014.

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Dissertations / Theses on the topic "Probabilistic characteristics"

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Kim, Yeonsu. "Probabilistic Estimation of River Discharge Considering Channel Characteristics Uncertainty with Particle Filters." 京都大学 (Kyoto University), 2013. http://hdl.handle.net/2433/180482.

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Ali, Agha Mouhamad Shaker. "Probabilistic analysis of supply chains resilience based on their characteristics using dynamic Bayesian networks." Thesis, University of Strathclyde, 2016. http://digitool.lib.strath.ac.uk:80/R/?func=dbin-jump-full&object_id=27525.

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Ostberg, David. "Study of Probabilistic Characteristics of Local Field Fluctuations in Isotropic Two Phase Composites| Conductivity Type Problems." Thesis, Wayne State University, 2018. http://pqdtopen.proquest.com/#viewpdf?dispub=10748979.

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<p> Probability distributions of electric field and electric potential in two-phase particulate composite materials with spherical inclusions are found in the limit of small particle concentration. Additionally a method for the approximation of local fields within random statistically isotropic composites with a finite number of field fluctuations which retain potentiality is presented and an approximate solution with the variational principal for homogenization in statistical terms for three fluctuations within one phase and a homogeneous second phase is found.</p><p>
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Koester, Robert J. "Determining probabilistic spatial patterns of lost persons and their detection characteristics in land search & rescue." Thesis, University of Portsmouth, 2018. https://researchportal.port.ac.uk/portal/en/theses/determining-probabilistic-spatial-patterns-of-lost-persons-and-their-detection-characteristics-in-land-search--rescue(55ed5f1f-fc67-402e-8b24-eb1615d721d6).html.

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Search theory allows the optimization of scarce resources to find a missing person in the shortest possible time. This work focuses on the central paradigm in search theory from a land-based search and rescue perspective: A search planner must send a resource where the subject is located, which is unknown. Original research furthered search theoery in probability of area (POA) by adding the dementia subject category, development of new spatial models, and creating the International Search and Rescue Incident Database (145,000 incidents). Research methodology required developing new data standa
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Sandell, Viktor. "Defects in E-PBF Ti-6Al-4V and their Effect on Fatigue Behaviour : Characteristics, Distribution and Impact on Life." Licentiate thesis, Luleå tekniska universitet, Materialvetenskap, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-81155.

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Layer by layer manufacturing (additive manufacturing, AM) of metals is emerging as an alternative to conventional subtractive manufacturing with the goal of enabling near net-shape production of complex part geometries with reduced material waste and shorter lead times. Recently this field has experienced rapid growth through industrial adaptation but has simultaneously encountered challenges. One such challenge is the ability of AM metal to withstand loading conditions ranging from static loads to complex multiaxial thermo-mechanical fatigue loads. This makes fatigue performance of AM materia
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Скиртач, К. В. "Вдосконалення методів розрахунку підшипників ковзання роторів відцентрових машин". Master's thesis, Сумський державний університет, 2019. http://essuir.sumdu.edu.ua/handle/123456789/75947.

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В роботі показано, що різноманітність різних підшипників ковзання об'єднує одна особливість: всі вони є нестандартними елементами машин, при проектуванні і розрахунку яких в кожному конкретному випадку необхідно проведення додаткових експериментальних і теоретичних досліджень. Незважаючи на те, що в області розрахунку і проектування підшипників ковзання опубліковано значну кількість робіт, побудовані математичні моделі і запропоновані методики розрахунку характеристик опор не враховують того, що більшість як геометричних, так і робочих параметрів цих складних вузлів мають випадковий характер.
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池田, 充., Takeo Ishigaki, Mitsuru Ikeda, 一信 山内, and Kazunobu Yamauchi. "Relationship between Brier score and area under the binormal ROC curve." Elsevier, 2002. http://hdl.handle.net/2237/5310.

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Hošták, Viliam Samuel. "Učení se automatů pro rychlou detekci anomálií v síťovém provozu." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2021. http://www.nusl.cz/ntk/nusl-449296.

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The focus of this thesis is the fast network anomaly detection based on automata learning. It describes and compares several chosen automata learning algorithms including their adaptation for the learning of network characteristics. In this work, various network anomaly detection methods based on learned automata are proposed which can detect sequential as well as statistical anomalies in target communication. For this purpose, they utilize automata's mechanisms, their transformations, and statistical analysis. Proposed detection methods were implemented and evaluated using network traffic of
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Wang, Hung-Lu, and 王宏魯. "Optimal Passive Harmonic Filter Planning in a Power System with Considering Probabilistic Characteristics." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/38528966146377373605.

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博士<br>國立中正大學<br>電機工程所<br>95<br>The harmonic currents, impedance, and voltages in a power system are non-deterministic in nature. If the installation of passive filters is made according to the worst of harmonic current scenario, the results may be inaccurate. In addition, this may cause extra expenses or not satisfy the need of controlling harmonic. Considering the effects of time variations of harmonic current and impedance, this thesis presents a new approach for planning single-tuned harmonic passive filters in a power system with considering probabilistic characteristics. In the proposed m
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Lin, I.-Hung, and 林宜鴻. "Acoustic Characteristics Based on Probabilistic Latent Semantic Analysis with Applications in Speech Recognition." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/56867604665716621582.

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Books on the topic "Probabilistic characteristics"

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George C. Marshall Space Flight Center., ed. Development of a probabilistic dynamic synthesis method for the analysis of nondeterministic structures. National Aeronautics and Space Administration, Marshall Space Flight Center, 1998.

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George C. Marshall Space Flight Center., ed. Development of a probabilistic dynamic synthesis method for the analysis of nondeterministic structures. National Aeronautics and Space Administration, Marshall Space Flight Center, 1998.

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Brown, Andrew M. Development of a probabilistic component mode synthesis method for the analysis of non-deterministic substructures. [National Aeronautics and Space Administration, 1995.

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Morsanyi, Kinga, and Denes Szucs. Intuition in Mathematical and Probabilistic Reasoning. Edited by Roi Cohen Kadosh and Ann Dowker. Oxford University Press, 2014. http://dx.doi.org/10.1093/oxfordhb/9780199642342.013.016.

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Many people have a fragmented knowledge and understanding of the rules of mathematics and probability. As a consequence, they struggle with selecting the appropriate strategies to solve problems, and they often rely on intuitive solutions instead of normative rules. The purpose of this chapter is to introduce some typical intuitive strategies that people might apply when they solve mathematical or probability problems. Then the chapter describes the notions of primary and secondary intuitions, and gives an overview of the factors that might affect the selection of a particular intuitive strate
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Lever, Annabelle. Racial Profiling and the Political Philosophy of Race. Edited by Naomi Zack. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190236953.013.7.

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Philosophical reflection on racial profiling takes one of two forms. The first sees it as an example of “statistical discrimination,” raising the question of when, if ever, probabilistic generalizations about group behavior or characteristics can be used to judge particular individuals. The second is concerned with how racial profiling illuminates the reproduction of hierarchies of power and privilege based on skin color and morphology. Insights from both approaches can be synthesized to clarify what, if anything, is wrong with racial profiling and what broader conclusions for equality and sec
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Levinson, Stephen C. Speech Acts. Edited by Yan Huang. Oxford University Press, 2016. http://dx.doi.org/10.1093/oxfordhb/9780199697960.013.22.

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The essential insight of speech act theory was that when we use language, we perform actions—in a more modern parlance, core language use in interaction is a form of joint action. Over the last thirty years, speech acts have been relatively neglected in linguistic pragmatics, although important work has been done especially in conversation analysis. Here we review the core issues—the identifying characteristics, the degree of universality, the problem of multiple functions, and the puzzle of speech act recognition. Special attention is drawn to the role of conversation structure, probabilistic
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Campbell, John, Joey Huston, and Frank Krauss. Hard Scattering Formalism. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780199652747.003.0002.

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The hard scattering formalism is introduced, starting from a physical picture based on the idea of equivalent quanta borrowed from QED, and the notion of characteristic times. Contact to the standard QCD treatment is made after discussing the running coupling and the Altarelli–Parisi equations for the evolution of parton distribution functions, both for QED and QCD. This allows a development of a space-time picture for hard interactions in hadron collisions, integrating hard production cross sections, initial and final state radiation, hadronization, and multiple parton scattering. The product
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Wyss, Max. Earthquake Risk Assessment. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190676889.013.1.

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This article discusses the importance of assessing and estimating the risk of earthquakes. It begins with an overview of earthquake prediction and relevant terms, namely: earthquake hazard, maximum credible earthquake magnitude, exposure time, earthquake risk, and return time. It then considers data sources for estimating seismic hazard, including catalogs of historic earthquakes, measurements of crustal deformation, and world population data. It also examines ways of estimating seismic risk, such as the use of probabilistic estimates, deterministic estimates, and the concepts of characteristi
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Wyss, Max. Earthquake Risk Assessment. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190699420.013.1.

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This article discusses the importance of assessing and estimating the risk of earthquakes. It begins with an overview of earthquake prediction and relevant terms, namely: earthquake hazard, maximum credible earthquake magnitude, exposure time, earthquake risk, and return time. It then considers data sources for estimating seismic hazard, including catalogs of historic earthquakes, measurements of crustal deformation, and world population data. It also examines ways of estimating seismic risk, such as the use of probabilistic estimates, deterministic estimates, and the concepts of characteristi
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Book chapters on the topic "Probabilistic characteristics"

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Sent, Danielle, and Linda C. van der Gaag. "Detailing Test Characteristics for Probabilistic Networks." In Artificial Intelligence in Medicine. Springer Berlin Heidelberg, 2003. http://dx.doi.org/10.1007/978-3-540-39907-0_36.

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Gerville-Reache, Leo, and Valentina Nikoulina. "Analysis of Reliability Characteristics Estimators in Accelerated Life Testing." In Statistical and Probabilistic Models in Reliability. Birkhäuser Boston, 1999. http://dx.doi.org/10.1007/978-1-4612-1782-4_6.

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Raviteja, K. V. N. S., K. Ramu, and R. D. Babu. "Penetration Characteristics of Expansive Soil: A Probabilistic Study." In Sustainable Civil Infrastructures. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-61931-6_9.

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Takamiya, Masatoshi, Kosuke Yamamoto, and Toyohide Watanabe. "Probabilistic Estimation of Travel Behaviors Using Zone Characteristics." In Knowledge-Based and Intelligent Information and Engineering Systems. Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-642-04592-9_76.

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Funayama, Kyoko, Susumu Sumida, and Mitsuhiro Kajimoto. "Analysis of Radiological Consequences and its Characteristics in a typical BWR with a MARK-II Containment." In Probabilistic Safety Assessment and Management. Springer London, 2004. http://dx.doi.org/10.1007/978-0-85729-410-4_518.

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Matsubayashi, U., and F. Takagi. "On the Probabilistic Characteristics of Point and Areal Rainfall." In Hydrologic Frequency Modeling. Springer Netherlands, 1987. http://dx.doi.org/10.1007/978-94-009-3953-0_18.

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Louie, H., and J. M. Sloughter. "Probabilistic Modeling and Statistical Characteristics of Aggregate Wind Power." In Large Scale Renewable Power Generation. Springer Singapore, 2014. http://dx.doi.org/10.1007/978-981-4585-30-9_2.

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Davydov, Boris, Vladimir Chebotarev, and Kseniya Kablukova. "Evolution of Probabilistic Characteristics in the Train Traffic Process." In Intelligent Solutions for Cities and Mobility of the Future. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-91156-0_8.

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van der Gaag, Linda C., C. L. M. Witteman, Silja Renooij, and M. Egmont-Petersen. "The Effects of Disregarding Test Characteristics in Probabilistic Networks." In Artificial Intelligence in Medicine. Springer Berlin Heidelberg, 2001. http://dx.doi.org/10.1007/3-540-48229-6_27.

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Melnikova, Irina V. "Generalized Solutions to Equations for Probabilistic Characteristics of Levy Processes." In Trends in Mathematics. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-87502-2_40.

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Conference papers on the topic "Probabilistic characteristics"

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Cui, Cunyan, Tengda Xin, Jiang Tong, and Ziteng Huang. "Characteristics of Probabilistic Risk Analysis Method and Application in Launch Site System." In 2023 14th International Conference on Reliability, Maintainability and Safety (ICRMS). IEEE, 2023. http://dx.doi.org/10.1109/icrms59672.2023.00234.

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Sokolov, Gennadii, Maksym Zaliskyi, Yuliia Petrova, and Ivan Yashanov. "Assessment of Probabilistic Characteristics for the Fire Initial Stage Detection using Thermal Detectors." In 2024 14th International Conference on Advanced Computer Information Technologies (ACIT). IEEE, 2024. http://dx.doi.org/10.1109/acit62333.2024.10712538.

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Peng, Yan, Chengyu Lu, Wenjin Chen, Fuxian Mei, and Yuqi Xu. "Robust economic dispatch for distribution network with nonparametric probabilistic characteristics of centralized/distributed photovoltaics." In 2024 6th International Conference on Energy Systems and Electrical Power (ICESEP). IEEE, 2024. http://dx.doi.org/10.1109/icesep62218.2024.10651959.

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Abdo, Ahmad, Willy George, Shahab Oveis Gharan, and Ahmed Abdelsalam Omar. "On Link Budget of PCS-Based Coherent Transceivers with Different Client Framing in C&L-Band Networks." In Signal Processing in Photonic Communications. Optica Publishing Group, 2024. http://dx.doi.org/10.1364/sppcom.2024.spm3g.4.

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Improvement in performance of Ethernet (ETH) versus Optical Transport Network (OTN), in probabilistic shaped constellation (PCS)-based coherent transceivers, are presented. As well, we simulated the impact of fiber characteristics on the end-of-life (EoL) capacity of a C&amp;L-Band open line system (OLS) and Ciena’s WaveLogic5 Extreme (WL5E).
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Kononov, V. I. "Probabilistic and information characteristics of iconic systems." In Optical Engineering and Photonics in Aerospace Sensing, edited by Firooz A. Sadjadi. SPIE, 1993. http://dx.doi.org/10.1117/12.160622.

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Selvarajoo, Mathuri, Wan Heng Fong, Nor Haniza Sarmin, and Sherzod Turaev. "Some characteristics of probabilistic one-sided splicing systems." In PROCEEDINGS OF THE 20TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES: Research in Mathematical Sciences: A Catalyst for Creativity and Innovation. AIP, 2013. http://dx.doi.org/10.1063/1.4801235.

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Kumkov, Sergey I. "Possible probabilistic characteristics of interval analysis procedures results." In INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS ICNAAM 2021. AIP Publishing, 2023. http://dx.doi.org/10.1063/5.0162491.

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Anoba, Richard C., Yehia Khalil, J. J. Fluehr, Richard Kellogg, and Alan Hackerott. "Modeling Characteristics of an Operational Probabilistic Safety Assessment (PSA)." In 10th International Conference on Nuclear Engineering. ASMEDC, 2002. http://dx.doi.org/10.1115/icone10-22010.

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Probabilistic Safety Assessments (PSAs) are increasingly being used as a tool for supporting the acceptabilty of design, procurement, construction, operation, and maintenance activities at nuclear power plants. Since the issuance of Generic Letter 88-20 [1] and subsequent Individual Plant Examinations (IPEs)/Individual Plant Examinations for External Events (IPEEEs) [2], the NRC has issued several Regulatory Guides such as RG 1.182 [3] to describe the use of PSA in risk informed regulation activities. The PSA models developed for the IPEs were typically based on a “snapshot” of the the risk pr
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Litchkov, Nikolay, Atanas Nachev, and Daniela Pavlova. "Main probabilistic characteristics of sensors operating in discreet mode." In 17TH INTERNATIONAL CONFERENCE ON CONCENTRATOR PHOTOVOLTAIC SYSTEMS (CPV-17). AIP Publishing, 2022. http://dx.doi.org/10.1063/5.0090800.

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Duc, Le Manh, Haibo Yu, and Jianjun Zhao. "Bug Characteristics in Probabilistic Programming Systems: A Comprehensive Study." In 2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C). IEEE, 2021. http://dx.doi.org/10.1109/qrs-c55045.2021.00055.

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Reports on the topic "Probabilistic characteristics"

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Muñoz, Ercio, and Melanie Saavedra. How Much Should We Trust Non-Probabilistic Web-based Surveys on LGBTI People? Evidence from Mexico. Inter-American Development Bank, 2024. http://dx.doi.org/10.18235/0013242.

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Although many web-based non-probabilistic surveys are the only source of data on gender and sexual diversity in many countries, there is little evidence of their accuracy in characterizing LGBTI people. This paper studies how precisely the experiences of LGBTI people are captured by web-based non-probabilistic surveys. We compare several statistics about LGBTI people obtained from a web-based non-probabilistic survey with over 14,000 respondents to statistics derived from a large-scale, nationally representative survey with more than 44,000 respondents that was specifically designed to charact
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Liu and Nixon. L52305 Probabilistic Analysis of Pipeline Uplift Resistance. Pipeline Research Council International, Inc. (PRCI), 2010. http://dx.doi.org/10.55274/r0000002.

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To investigate the feasibility of probabilistic analyses of the peak uplift resistance in frozen soils by varying parameters that are known to be important for the development of the uplift resistance under the upward movement of a pipe. A buried pipeline will be subjected to a variety of forces, both internal and external, including the interaction of the pipe with the surrounding soil. The soil-pipe interaction in permafrost regions have to account for the behavior of frozen and unfrozen soil, and transitions between the two as the pipeline traverses in a discontinuous permafrost zone. The v
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Mazzoni, Silvia, Nicholas Gregor, Linda Al Atik, Yousef Bozorgnia, David Welch, and Gregory Deierlein. Probabilistic Seismic Hazard Analysis and Selecting and Scaling of Ground-Motion Records (PEER-CEA Project). Pacific Earthquake Engineering Research Center, University of California, Berkeley, CA, 2020. http://dx.doi.org/10.55461/zjdn7385.

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This report is one of a series of reports documenting the methods and findings of a multi-year, multi-disciplinary project coordinated by the Pacific Earthquake Engineering Research Center (PEER) and funded by the California Earthquake Authority (CEA). The overall project is titled “Quantifying the Performance of Retrofit of Cripple Walls and Sill Anchorage in Single-Family Wood-Frame Buildings,” henceforth referred to as the “PEER–CEA Project.” The overall objective of the PEER–CEA Project is to provide scientifically based information (e.g., testing, analysis, and resulting loss models) that
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Zhou. L52286 Limit State Function Development for the Application of RBD and Assessment to Onshore Pipelines. Pipeline Research Council International, Inc. (PRCI), 2008. http://dx.doi.org/10.55274/r0010253.

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For pipelines that utilize high design factors, excessive plastic deformation may occur in the hoop direction under internal pressure applied during field hydrostatic testing. Excessive plastic deformation can lead to coating damage and subsequent corrosion. Therefore, a limit state function for excessive plastic deformation was established to address this condition. The limit state function was established as the allowable plastic strain minus the accumulated plastic hoop strain induced by hydrostatic test pressure. The objective of this study was to expand the limit state function library to
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Generalao, Ian Nicole, Jennylyn Balaoro, Pauline Joy Lorenzo, and John Paolo Rivera. Examining the Effects of Technical Vocational Education and Training (TVET) on Employment Outcomes in the Philippines. Philippine Institute for Development Studies, 2025. https://doi.org/10.62986/dp2025.08.

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Human capital theory suggests that accumulating skills through training leads to higher productivity and better employment outcomes. However, empirical evidence, including data from the Philippines, shows mixed and limited results regarding the impact of technical and vocational education and training (TVET). Using labor force and graduate tracer surveys, this study examined whether pursuing TVET improves labor force participation (LFP), employment, and job quality, while considering variations across education levels and program characteristics by applying probabilistic regression and treatme
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Kramer, Robert. LED Street Lighting Implementation Research, Support, and Testing. Purdue University, 2020. http://dx.doi.org/10.5703/1288284317274.

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This report describes the results of technical analysis, field tests, and laboratory tests that were performed for LED highway lighting options by the Energy Efficiency and Reliability Center (EERC) at Purdue University Northwest for the Indiana Department of Transportation (INDOT). This effort was conducted over the past 3 years to evaluate and test the technology and viability of using modern highway lighting technology to enhance energy efficiency, safety, security, and economic development of communities and roadways. During the testing period there was a continuous discussion between INDO
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METHOD OF IMPERFECTION RANDOM FIELD CONSTRUCTION FOR WELDED CYLINDRICAL SHELL BASED ON SMALL SAMPLE. The Hong Kong Institute of Steel Construction, 2025. https://doi.org/10.18057/ijasc.2025.21.1.6.

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The initial geometrical imperfections of thin-walled cylindrical shell structures are important factors that cause the actual bearing capacity of such products to deviate from the theoretical value. In recent years, with the development of digital image measurement technology, it is possible to obtain geometric imperfections(GIs) through the measurement of the real geometric shape of the product, and it is possible to accurately predict the structural load-bearing capacity by considering the imperfections. On this basis, the initial GIs random field can then be considered to carry out thin-wal
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