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Relevant bibliographies by topics / Simulated Model

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Academic literature on the topic 'Simulated Model'

Author: Grafiati

Published: 3 June 2025

Last updated: 31 July 2025

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Journal articles on the topic "Simulated Model"

1

Crobeddu, E., and S. Bennis. "A New Model for Simulating TSS Washoff in Urban Areas." Applied and Environmental Soil Science 2011 (2011): 1–9. http://dx.doi.org/10.1155/2011/318765.

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This paper presents the formulation and validation of the conceptual Runoff Quality Simulation Model (RQSM) that was developed to simulate the erosion and transport of solid particles in urban areas. The RQSM assumes that solid particle accumulation on pervious and impervious areas is infinite. The RQSM simulates soil erosion using rainfall kinetic energy and solid particle transport with linear system theory. A sensitivity analysis was conducted on the RQSM to show the influence of each parameter on the simulated load. Total suspended solid (TSS) loads monitored at the outlet of the borough o

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Kochański, W., M. Boeff, Z. Hashemiyan, W. J. Staszewski, and P. K. Verma. "Modelling and Numerical Simulations of In-Air Reverberation Images for Fault Detection in Medical Ultrasonic Transducers: A Feasibility Study." Journal of Sensors 2015 (2015): 1–14. http://dx.doi.org/10.1155/2015/796439.

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A simplified two-dimensional finite element model which simulates the in-air reverberation image produced by medical ultrasonic transducers has been developed. The model simulates a linear array consisting of 128 PZT-5A crystals, a tungsten-epoxy backing layer, an Araldite matching layer, and a Perspex lens layer. The thickness of the crystal layer is chosen to simulate pulses centered at 4 MHz. The model is used to investigate whether changes in the electromechanical properties of the individual transducer layers (backing layer, crystal layer, matching layer, and lens layer) have an effect on

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Vizcaíno, Miren, William H. Lipscomb, William J. Sacks, Jan H. van Angelen, Bert Wouters, and Michiel R. van den Broeke. "Greenland Surface Mass Balance as Simulated by the Community Earth System Model. Part I: Model Evaluation and 1850–2005 Results." Journal of Climate 26, no. 20 (2013): 7793–812. http://dx.doi.org/10.1175/jcli-d-12-00615.1.

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Abstract The modeling of the surface mass balance (SMB) of the Greenland Ice Sheet (GIS) requires high-resolution models in order to capture the observed large gradients in the steep marginal areas. Until now, global climate models have not been considered suitable to model ice sheet SMB owing to model biases and insufficient resolution. This study analyzes the GIS SMB simulated for the period 1850–2005 by the Community Earth System Model (CESM), which includes a new ice sheet component with multiple elevation classes for SMB calculations. The model is evaluated against observational data and

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Wang, Jun, and Hai Xia Wang. "Air Flow in Large Space Building with CFD Model and Local Test." Advanced Materials Research 213 (February 2011): 260–66. http://dx.doi.org/10.4028/www.scientific.net/amr.213.260.

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Simulation with CFD and local test are two main methods in study on air flow in large space building. This paper tests and simulates thermal comfort and air distribution of existing air- conditioning mode of some exhibition center. Through comparison and analysis on existing and simulated air-conditioning pattern, draw a conclusion that it’s feasible to simulate thermal comfort and air distribution of air-conditioning. And the research is important to guide energy efficiency and design optimization of air-conditioning system in large space building.

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Montaseri, Soheila, Fatemeh Zare-Mirakabad, and Mohammad Ganjtabesh. "Evaluating the quality of SHAPE data simulated by k-mers for RNA structure prediction." Journal of Bioinformatics and Computational Biology 15, no. 06 (2017): 1750023. http://dx.doi.org/10.1142/s0219720017500238.

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Finding an effective measure to predict a more accurate RNA secondary structure is a challenging problem. In the last decade, an experimental method, known as selective [Formula: see text]-hydroxyl acylation analyzed by primer extension (SHAPE), was proposed to measure the tendency of forming a base pair for almost all nucleotides in an RNA sequence. These SHAPE reactivities are then utilized to improve the accuracy of RNA structure prediction. Due to a significant impact of SHAPE reactivity and in order to reduce the experimental costs, we propose a new model called HL-k-mer. This model simul

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Hennigs, Carlotta, Tobias Becher, and Philipp Rostalski. "Mathematical lung model for local gas exchange based on EIT-measurements." Current Directions in Biomedical Engineering 8, no. 2 (2022): 376–79. http://dx.doi.org/10.1515/cdbme-2022-1096.

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Abstract In this work we present a four compartment mathematical lung model to simulate the local gas exchange based on electrical impedance tomography (EIT) input. The model simulates the local and global time course of the volume, the gas fraction in the alveoli and the arterial partial pressure. The regional information about the distribution of ventilation and perfusion is extracted from EIT data. In order to illustrate the suitability of this approach, an ARDS patient is simulated. The results show good agreement with measurement data for large portions of the time and seem promising e.g.

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Stecki, J. "Correlations in simulated model bilayers." Journal of Chemical Physics 120, no. 7 (2004): 3508–16. http://dx.doi.org/10.1063/1.1641002.

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Tonouchi, J. H., T. J. Held, and H. C. Mongia. "A Semi-Analytical Finite Rate Two-Reactor Model for Gas Turbine Combustors." Journal of Engineering for Gas Turbines and Power 120, no. 3 (1998): 495–501. http://dx.doi.org/10.1115/1.2818172.

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A gas turbine combustor is modeled using a two-reactor, finite-rate mixing and chemistry gas particle approach. The first reactor, used to simulate combustion in the primary zone, permits independent definition of the rates of macromixing and micromixing within the reactor, and the amount of premixing of fuel and air entering the reactor. Finite-rate macromixing is simulated by consideration of the fluid particle residence time distribution frequency function and the ages of the particles in the reactor. Finite-rate micromixing is simulated using a modified Coalescence-Dispersion (C-D) model.

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Palmiéri, J., J. C. Orr, J. C. Dutay, et al. "Simulated anthropogenic CO<sub>2</sub> uptake and acidification of the Mediterranean Sea." Biogeosciences Discussions 11, no. 5 (2014): 6461–517. http://dx.doi.org/10.5194/bgd-11-6461-2014.

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Abstract. Constraints on the Mediterranean Sea's uptake of anthropogenic CO2 are limited, coming only from data-based approaches that disagree by more than a factor of two. Here we simulate this marginal sea's anthropogenic carbon uptake by applying a perturbation approach in a high-resolution regional model. Our model simulates that between 1800 and 2001, basin-wide CO2 uptake by the Mediterranean Sea has increased by 1.0 Pg C, a lower limit based on the corresponding model evaluation with CFC-12, indicating inadequate simulated deep-water ventilation. Furthermore, by testing a data-based app

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Zeng, Yi, Jun Lin Tao, Yong Yao, Xiao Ling Liu, and Qian Hui Ren. "Application of Random Aggregate Model to the Problem of Concrete Penetration." Advanced Materials Research 446-449 (January 2012): 546–49. http://dx.doi.org/10.4028/www.scientific.net/amr.446-449.546.

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Penetration of concrete targets was simulated based on self-compiled program generating two-dimensional random aggregate model. Random convex polygons were used to simulate the aggregate particles of concrete, HJC model to describe constitutive relations of the aggregates and mortar while concrete targets are subjected to large strains, high pressure and high strain rate. With this model, the Forrestal's penetration test was simulated by ls-dyna software. By comparing the calculated results with the test data, It is shown that random aggregate model can be applied to simulate the dynamic destr

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Dissertations / Theses on the topic "Simulated Model"

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Brown, Andrea Scherback. "Validation of a simulated paint gun model." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 2001. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/MQ62189.pdf.

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Pop, Gorea Robert Antonio. "The Solow-Swan Model & The Romer Model - A Simulated Analysis -." Thesis, Mälardalens högskola, Akademin för ekonomi, samhälle och teknik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-39612.

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The desire to understand and model the complex phenomenon of economic growth has been an old and interesting pursuit. Many such models have been proposed and two of the most prominent canditates are the Solow-Swan and Romer models. This paper investigates the similarities and differences of the a priori mentioned models on a balanced growth path and on a partial transition dynamics - only the capital dynamics - using numerical simulations. Furthermore, the problem of the speed of convergence shall be analyzed and a method for the analysis will be presented. The simulations are investigated by

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Martin, Shane L. "Merger analysis using a simulated annealing airline network model." Access to citation, abstract and download form provided by ProQuest Information and Learning Company; downloadable PDF file, 128 p, 2009. http://proquest.umi.com/pqdweb?did=1833625921&sid=2&Fmt=2&clientId=8331&RQT=309&VName=PQD.

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Roh, Kyoungmin. "Evolutionary variance of gene network model via simulated annealing." [Ames, Iowa : Iowa State University], 2008.

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Galeshi, Roofia. "Cognitive Diagnostic Model, a Simulated-Based Study: Understanding Compensatory Reparameterized Unified Model (CRUM)." Diss., Virginia Tech, 2012. http://hdl.handle.net/10919/77228.

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A recent trend in education has been toward formative assessments to enable teachers, parents, and administrators assist students succeed. Cognitive diagnostic modeling (CDM) has the potential to provide valuable information for stakeholders to assist students identify their skill deficiency in specific academic subjects. Cognitive diagnosis models are mainly viewed as a family of latent class confirmatory probabilistic models. These models allow the mapping of students' skill profiles/academic ability. Using a complex simulation studies, the methodological issues in one of the existing cognit

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Fröhlich, Kristina, Alexander Pogoreltsev, and Christoph Jacobi. "Tides, Rossby and Kelvin waves simulated with the COMMA-LIM Model." Universitätsbibliothek Leipzig, 2017. http://nbn-resolving.de/urn:nbn:de:bsz:15-qucosa-217759.

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A 48-layer version of the COMMA-LIM (Cologne Model of the Middle Atmosphere – Leipzig Institute for Meteorology) three-dimensional global mechanistic model of the Earth\'s atmosphere from 0 km to 135 km with logarithmic pressure height coordinates was developed. The model is capable of reproducing the global structures and propagation of different planetary waves in the middle atmosphere. The contribution of gravity waves, tides, Rossby and Kelvin waves into the zonally averaged momentum budget of the mesosphere / lower thermosphere region has been investigated<br>Eine neue Version des COMMA-L

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Sumner, Neil R. "Calibration of a conceptual rainfall-runoff model using simulated annealing." Thesis, Edith Cowan University, Research Online, Perth, Western Australia, 1995. https://ro.ecu.edu.au/theses/1169.

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Simulated annealing (Kirkpatrick et al, 1983) is used to estimate the parameters of a mathematical model that predicts the water yield from a catchment. The calibration problem involves finding the global minimum of a multivariate function that has many extraneous local minima, a situation in which conventional optimisation methods are ineffective. The objective function which quantifies discrepancies between the computed and observed streamflows must be carefully selected to satisfy the least square assumptions. Several published simulated annealing algorithms have been implemented, tested an

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Fröhlich, Kristina, Alexander Pogoreltsev, and Christoph Jacobi. "Tides, Rossby and Kelvin waves simulated with the COMMA-LIM Model." Wissenschaftliche Mitteilungen des Leipziger Instituts für Meteorologie ; 30 = Meteorologische Arbeiten aus Leipzig ; 8 (2003), S. 149-156, 2003. https://ul.qucosa.de/id/qucosa%3A15248.

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A 48-layer version of the COMMA-LIM (Cologne Model of the Middle Atmosphere – Leipzig Institute for Meteorology) three-dimensional global mechanistic model of the Earth\''s atmosphere from 0 km to 135 km with logarithmic pressure height coordinates was developed. The model is capable of reproducing the global structures and propagation of different planetary waves in the middle atmosphere. The contribution of gravity waves, tides, Rossby and Kelvin waves into the zonally averaged momentum budget of the mesosphere / lower thermosphere region has been investigated.<br>Eine neue Version des COMMA

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Bachner, Susanne. "Daily precipitation characteristics simulated by a regional climate model, including their sensitivity to model physics." Sankt Augustin : Asgard-Verlag, 2008. http://opac.nebis.ch/cgi-bin/showAbstract.pl?u20=9783537878632.

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Vogel, Mie. "Effects of Model Spin-Up on Simulated Recharge Using the Hydrus-1D Vadose Zone Model." Thesis, Uppsala universitet, Luft-, vatten och landskapslära, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-385590.

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Groundwater is a crucial part of the hydrological cycle and is an important source for drinking water, irrigation and industry, particularly during droughts. With climate change, the hydrological variability is predicted to increase, making predictions for recharge and groundwater storage even more important to implement and to maintain sustainable water use. This study examines the importance of model spin-up in simulating recharge using the Hydrus-1D computer model. The focus is on two previously made Hydrus-1D models that represent end members in climate and hydrology; one which is a natura

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Books on the topic "Simulated Model"

1

F, Gentleman Jane, Robertson D, and Monica Tomiak, eds. Smoothing procedures for simulated longitudinal microdata. Statistics Canada, 1990.

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Canada Centre for Mineral and Energy Technology. Spoc Simulated Processing of Ore and Coal: Chapter 7 Model Calibration. s.n, 1985.

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Tsing-Chang, Chen, and United States. National Aeronautics and Space Administration., eds. Equatorial waves simulated by the NCAR community climate model: Technical report. Atmospheric Sciences Program, Dept. of Earth Sciences, Iowa State University, 1988.

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4

Dalsgaard, Thomas. Estimating prudent budgetary margins for 11 EU countries: A simulated SVAR model approach. OECD, 1999.

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P, Woodward Richard, and United States. National Aeronautics and Space Administration., eds. Noise levels from a model turbofan engine with simulated noise control measures applied. National Aeronautics and Space Administration, 1993.

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Thangamani, I. Pretest analysis of containment studies facility model for simulated loss of coolant accident conditions. Scientific Information Resource Division, Bhabha Atomic Research Centre, 2013.

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B. R. S. B. Basnayake. Structure and movement of tropical cyclones over the North Indian ocean simulated by WRF-ARW model. SAARC Meteorological Research Centre, 2010.

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Burbank, Niles S. The development of a task network model of operator performance in a simulated air traffic control task. Defence and Civil Institute of Environmental Medicine, 1994.

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9

F, D'Andrea, ed. Atmospheric model intercomparison project (AMIP), Northern Hemisphere atmospheric blocking as simulated by 15 atmospheric general circulation models in the period 1979-1988. World Meteorological Organization], 1996.

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P, Gordon Eliott, and United States. National Aeronautics and Space Administration., eds. Noise of a model counterrotation propeller with reduced aft rotor diameter at simulated takeoff/approach conditions (F7/A3). National Aeronautics and Space Administration, 1987.

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Book chapters on the topic "Simulated Model"

1

Kisiel-Dorohinicki, Marek. "Agent-Oriented Model of Simulated Evolution." In SOFSEM 2002: Theory and Practice of Informatics. Springer Berlin Heidelberg, 2002. http://dx.doi.org/10.1007/3-540-36137-5_19.

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Mohamed, Khaled Salah. "Thermo-Inspired Machine Learning Algorithm: Simulated Annealing." In Machine Learning for Model Order Reduction. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-75714-8_3.

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Bailer-Jones, Daniela M., and Coryn A. L. Bailer-Jones. "Modeling Data: Analogies in Neural Networks, Simulated Annealing and Genetic Algorithms." In Model-Based Reasoning. Springer US, 2002. http://dx.doi.org/10.1007/978-1-4615-0605-8_9.

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Wu, Deyuan, Kang Zhou, Di Hu, and Shuangqi Ge. "An Algorithm Simulated Sticker Model for MIS." In Communications in Computer and Information Science. Springer Berlin Heidelberg, 2015. http://dx.doi.org/10.1007/978-3-662-49014-3_51.

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Elbadawy, Mohamed A., and Yan-Guo Zhou. "Class-C Simulations of LEAP-ASIA-2019 via OpenSees Platform by Using a Pressure Dependent Multi-yield Surface Model." In Model Tests and Numerical Simulations of Liquefaction and Lateral Spreading II. Springer International Publishing, 2024. http://dx.doi.org/10.1007/978-3-031-48821-4_20.

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AbstractIn this chapter, Class-C numerical simulations were performed for LEAP-ASIA-2019 centrifuge experiments that took place at different universities testing facilities. A comparative study was conducted among the simulated and experimental seismic responses of a mildly sloping ground of medium-dense to dense Ottawa-F65 sand under ramped sinusoidal acceleration input motions. A pressure dependent multi-yield surface model that can simulate the liquefaction potential of sand soils under earthquake loading was chosen for the numerical simulations through the OpenSees finite element modeling

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Ryckelynck, David, Fabien Casenave, and Nissrine Akkari. "Learning Projection-Based Reduced-Order Models." In Manifold Learning. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-52764-7_2.

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AbstractIn this chapter, we introduce the solution space for high-fidelity models based on partial differential equations and the finite element model. The manifold learning approach to model order reduction requires simulated data. Hence, learning projection-based reduced order models (ROM) has two steps: (i) an offline step for the computation of simulated data and for consecutive machine learning tasks, (ii) an online step where the reduced order model is used as a surrogate for the high fidelity model. The offline step generates a train set and a validation set of simulated data. The accur

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Spälti, Karl. "Equilibrium Definitions in Simulated Annealing: A Computational Experiment." In Algorithms and Model Formulations in Mathematical Programming. Springer Berlin Heidelberg, 1989. http://dx.doi.org/10.1007/978-3-642-83724-1_31.

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Helmi, Ameer, Kristen M. Koenig, and Naomi T. Fitter. "A Model Child? Behavior Models for Simulated Infant-Robot Interaction." In Social Robotics. Springer Nature Switzerland, 2022. http://dx.doi.org/10.1007/978-3-031-24670-8_1.

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Gunnewiek, Huub Klein. "Organic matter dynamics simulated with the ’Verberne’-model." In Evaluation of Soil Organic Matter Models. Springer Berlin Heidelberg, 1996. http://dx.doi.org/10.1007/978-3-642-61094-3_19.

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Sapaty, Peter Simon. "Spatial Grasp Model and Technology." In Symbiosis of Real and Simulated Worlds Under Spatial Grasp Technology. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-68341-2_2.

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Conference papers on the topic "Simulated Model"

1

Niemiec, Robert, and Farhan Gandhi. "Effects of Inflow Model on Simulated Aeromechanics of a Quadrotor Helicopter." In Vertical Flight Society 72nd Annual Forum & Technology Display. The Vertical Flight Society, 2016. http://dx.doi.org/10.4050/f-0072-2016-11579.

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A dynamic simulation is created for a 2kg quadrotor helicopter, and several inflow models are used to analyze the behavior of the aircraft in trim in hover and forward flight. Intuitive control inputs are derived for a general quadrotor helicopter, and the effects of the inflow model on the required control inputs to achieve steady level flight are analyzed. The inflow models used include a uniform inflow model, Drees' linear inflow model, and the Peters-He generalized dynamic wake model. The flight dynamic modes in hover are also characterized and the effects of the inflow model on their damp

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Chi, Ming. "Application study of simulated annealing solver and CIM simulator based on QUBO model using kaiwu SDK." In 2024 International Conference on Electronics and Devices, Computational Science (ICEDCS). IEEE, 2024. https://doi.org/10.1109/icedcs64328.2024.00168.

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Tinnes, Christof, Alisa Welter, and Sven Apel. "Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial Datasets." In 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE). IEEE, 2025. https://doi.org/10.1109/icse55347.2025.00112.

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Wang, Debing, Zizhen Zhang, and Yi Teng. "Large Language Model Implemented Simulated Annealing Algorithm for Traveling Salesman Problem." In 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 2024. https://doi.org/10.1109/smc54092.2024.10831145.

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Yang, Haotian, Yizhang Li, and Angxin Guo. "Research on Equidistant Spiral Path Optimization Model Based on Simulated Annealing." In 2024 IEEE 2nd International Conference on Electrical, Automation and Computer Engineering (ICEACE). IEEE, 2024. https://doi.org/10.1109/iceace63551.2024.10898730.

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Feng, Zining, Zijing Wang, Hongzan Mao, and Baisong Liu. "Exploring the Impact of Large Language Model-Simulated Personalities on Recommendation." In 2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2025. https://doi.org/10.1109/cscwd64889.2025.11033598.

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Petryashin, Ilya, Tatyana Kartuzova, and Alexander Petryashin. "Simulated Model Relay Protection Training." In 2021 International Ural Conference on Electrical Power Engineering (UralCon). IEEE, 2021. http://dx.doi.org/10.1109/uralcon52005.2021.9559515.

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JONES, C., and J. LEE. "A simulated infrared model board." In Flight Simulation Technologies Conference. American Institute of Aeronautics and Astronautics, 1985. http://dx.doi.org/10.2514/6.1985-1748.

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Shang, Charles, and Harold Szu. "Simulated annealing model of acupuncture." In SPIE Sensing Technology + Applications, edited by Harold H. Szu, Liyi Dai, and Yufeng Zheng. SPIE, 2015. http://dx.doi.org/10.1117/12.2185052.

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Weng, R. S., Jiin-Chuan Wu, Z. J. Cendes, and M. H. Kryder. "computer simulated model of thermomagnetic writing." In International Magnetics Conference. IEEE, 1989. http://dx.doi.org/10.1109/intmag.1989.690065.

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Reports on the topic "Simulated Model"

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Letcher, Theodore, Julie Parno, Taylor Hodgdon, Zoe Courville, and Jason Olivier. Applications of the CRREL-Geometric Optics Snow Radiative Transfer (GOSRT) model : incorporating diffraction and simulating detection of buried targets. Engineer Research and Development Center (U.S.), 2025. https://doi.org/10.21079/11681/49728.

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Radiative transfer through a snow surface within the visible and near infrared (NIR) spectra is complicated by the shape, size, and configuration of the snow grains that comprise the snow surface. Ray-tracing and photon-tracking techniques combined with 3D renderings of snow resolved at the microscale have shown promise as a means to directly simulate radiative transfer through snow with no restrictions on the snow grain configuration. This report describes and evaluates the US Army Cold Regions Research and Engineering Laboratory (CRREL) Geometric Optics Snow Radiative Transfer (GOSRT) model.

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Vickers, Jr, and Ross R. A Latent Trait Model of Simulated Combat Performance. Defense Technical Information Center, 2010. http://dx.doi.org/10.21236/ada562869.

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HUNTER, KEITH O., WILLIAM E. HART, and JAMES C. FORSYTHE. A naturalistic decision making model for simulated human combatants. Office of Scientific and Technical Information (OSTI), 2000. http://dx.doi.org/10.2172/756444.

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Leis. L51865 Hydrotest Parameters to Help Control High-pH SCC on Gas Transmission Pipelines. Pipeline Research Council International, Inc. (PRCI), 1999. http://dx.doi.org/10.55274/r0010208.

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This report develops and validates a probabilistic model for high pH SCC on pipelines that can help operators to: quantify the condition of susceptible transmission pipelines assess the efficiency of controls for such SCC based on after coolers and periodic hydrostatic re-testing identify, evaluate, and control the related risks· prioritize rehabilitation to avoid in-service incidents. The probabilistic model is an adaptation of a first-generation model for high pH SCC known as the Stress-Corrosion Cracking Life Prediction Model, (SCCLPM). Its validation follows from the close match between si

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Bobashev, Georgiy, John Holloway, Eric Solano, and Boris Gutkin. A Control Theory Model of Smoking. RTI Press, 2017. http://dx.doi.org/10.3768/rtipress.2017.op.0040.1706.

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We present a heuristic control theory model that describes smoking under restricted and unrestricted access to cigarettes. The model is based on the allostasis theory and uses a formal representation of a multiscale opponent process. The model simulates smoking behavior of an individual and produces both short-term (“loading up” after not smoking for a while) and long-term smoking patterns (e.g., gradual transition from a few cigarettes to one pack a day). By introducing a formal representation of withdrawal- and craving-like processes, the model produces gradual increases over time in withdra

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LaHatte, W., Ahmad Tavakoly, Sara Lytle, and James Lewis. Mississippi River climate model–based hydrograph projections at the Tarbert Landing location. Engineer Research and Development Center (U.S.), 2023. http://dx.doi.org/10.21079/11681/47084.

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To better understand and prepare for the possible effects associated with potential climate changes on the lower Mississippi River, the State of Louisiana Coastal Protection and Restoration Authority sought information on the historical, current, and projected future hydrodynamics of the Mississippi River. To this end, flow duration curves (FDC) for the Tarbert Landing location were generated, based on climate models derived from two of the four scenarios of the Coupled Model Intercomparison Project, Phase 5 (CMIP5), multimodel ensemble representative concentration pathways (RCPs). The global

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Bhandari, Mahabir S. Comparison of Microclimate Simulated weather data to ASHRAE Clear Sky Model and Measured Data. Office of Scientific and Technical Information (OSTI), 2017. http://dx.doi.org/10.2172/1376465.

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D.W. Johnson. Simulated effects of elevated CO{sub 2} on nitrogen cycling using the NuCM model. Office of Scientific and Technical Information (OSTI), 1998. http://dx.doi.org/10.2172/762876.

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Long, M. S., William C. Keene, J. Zhang, et al. Evaluation of Simulated Marine Aerosol Production Using the WaveWatchIII Prognostic Wave Model Coupled to the Community Atmosphere Model within the Community Earth System Model. Office of Scientific and Technical Information (OSTI), 2016. http://dx.doi.org/10.2172/1331376.

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Hart, Carl R., D. Keith Wilson, Chris L. Pettit, and Edward T. Nykaza. Machine-Learning of Long-Range Sound Propagation Through Simulated Atmospheric Turbulence. U.S. Army Engineer Research and Development Center, 2021. http://dx.doi.org/10.21079/11681/41182.

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Abstract:

Conventional numerical methods can capture the inherent variability of long-range outdoor sound propagation. However, computational memory and time requirements are high. In contrast, machine-learning models provide very fast predictions. This comes by learning from experimental observations or surrogate data. Yet, it is unknown what type of surrogate data is most suitable for machine-learning. This study used a Crank-Nicholson parabolic equation (CNPE) for generating the surrogate data. The CNPE input data were sampled by the Latin hypercube technique. Two separate datasets comprised 5000 sam

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