Arama Sonuçları - Model order prediction

Machine Learning for Model Order Reduction Yazar: Mohamed, Khaled Salah

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Predicting User Performance and Errors Automated Usability Evaluation Through Computational Introspection of Model-Based User Interfaces / Yazar: Halbrügge, Marc

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A Quadratic Constraint Approach to Model Predictive Control of Interconnected Systems Yazar: Tri Tran C., Anthony, Ha, Quang

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Lasso-MPC - Predictive Control with ℓ1-Regularised Least Squares Yazar: Gallieri, Marco

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Advances in Predictive Models and Methodologies for Numerically Efficient Linear and Nonlinear Analysis of Composites

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Stabilizing and Optimizing Control for Time-Delay Systems Including Model Predictive Controls / Yazar: Kwon, Wook Hyun, Park, PooGyeon

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Non-Integer Order Calculus and its Applications 9th International Conference on Non-Integer Order Calculus and Its Applications, Łódź, Poland /

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Foundations of Elastoplasticity: Subloading Surface Model Yazar: Hashiguchi, Koichi

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The Mechanics of Jointed Structures Recent Research and Open Challenges for Developing Predictive Models for Structural Dynamics /

İçindekiler: “…-- Considerations for Defining the Mechanisms of Friction -- Part 2: Experimental Techniques for Studying Energy Dissipation Mechanisms -- Round Robin Systems -- The Gaul Resonator: Experiments for the Isolated Investigation of a Bolted Lap Joint -- The Cut Beam Benchmark System: Developing Measurement Techniques for Nonlinear Damping and Stiffness in Frictional Interfaces -- The Ampair 600 Wind Turbine: An In-Context Benchmark System -- The Brake-Reuß Beams: A System Designed for the Measurements and Modeling of Variability and Repeatability of Jointed Structures with Frictional Interfaces -- Considerations for Measurements of Jointed Structures -- Damping Due to Joints in Built-Up Structures -- A Survey of Contact Hysteresis Measurement Techniques -- Under-Platform Damper Measurements at Politecnico di Torino -- Part 3: Derivation of Constitutive Equations Based on Physical Parameters -- An Overview of Constitutive Models -- Assessment of Coulomb Friction in Modeling Joint Mechanics via a Parameter Study of Dissipation -- The Reduced Iwan Plus Pinning (RIPP) Joint Model -- Modal Iwan Models for Structures with Bolted Joints -- Constitutive Modeling of Contact for ElasticPlastic Materials Engaged in Micro/Macroslip -- Microslip Induced Damping in the Contact of Nominally Flat Surfaces with Geometric Defects -- Elements of a Nonlinear System Identification Methodology of Broad Applicability With Application to Bolted Joints -- Parameter Estimation via Instantaneous Frequency and Damping from Transient Ring-Down Data -- Part 4: Numerical Techniques for the Analysis of Jointed Structures -- Historical Perspective on Numerical Techniques for Modeling Joints -- A Standard Practice for Modeling Bolted Joints in a Finite Element Package -- Reduced Order Modeling of Nonlinear Structures with Frictional Interfaces -- The Craig-Mayes Reduction: A Craig-Bampton Experimental Dynamic Substructure using the Transmission Simulator Method -- A Comparison of Reduced Order Modeling Techniques Used in Dynamic Substructuring -- Calculating the Dynamic Response of Jointed Structures in the Frequency Domain using Contact Interface Elements -- Application of Continuum Shell Models for Joint Dissipation -- Nonlinear Modal Analysis and Modal Reduction of Jointed Structures -- Numerical Methods for Assessing Response Metrics -- Predicting the Shakedown Limits of Joints Subject to Fretting and High Cycle Fatigue -- Part 5: Epistemic and Aleatoric Uncertainty in Modeling and Measurements -- A Primer for Uncertainty Modeling in Jointed Structures -- Epistemic and Aleatoric Uncertainty in Modeling -- A Practical Application of a Maximum Entropy, Non-Parametric Approach to Account for Epistemic Uncertainty Using Random Matrices -- Stochastic Iwan-Type Models for Joint Variability Modeling -- Quantifying-Epistemic and Aleatoric Uncertainty in the Ampair 600 Wind Turbine -- Part 6: Perspectives on the Future of Joints Research -- The Next Generation of Joints Research.…”
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Artificial Neural Network Modelling

İçindekiler: “…Artificial Neural Networks Applications: An Introduction -- Order in the Black Box: Consistency And Robustness Of Neuron Activation Of Feed Forward Neural Networks And Its Use In Efficient Optimization Of Network Structure -- Artificial Neural Networks as Models of Robustness in Development And Regeneration: Stability of Memory During Morphological Remodeling -- A Structure Optimization Algorithm of Neural Networks For Pattern Learning from Educational Data -- Stochastic Neural Networks for Modelling Random Processes from Observed Data -- Curvelet Interaction with Artificial Neural Networks -- Hybrid Wavelet Neural Network Approaches.…”
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Intelligent Systems for Computer Modelling Proceedings of the 1st European-Middle Asian Conference on Computer Modelling 2015, EMACOM 2015 /

İçindekiler: “…Toward a More Practical Approach -- Software Determining Optimum Order for Maintenance -- Statistical Evaluation of Dimmable Interior Lighting System Consumption Using Daylight -- User Identication by Biometric Methods -- Energy Modelling of the Building -- Reconstruction of 4D CTA Brain Perfusion Images Using Transformation Methods -- Segmentation of Macular Lesions Using Active Shape Contour Method -- Mathematical and Experimental Analyses of a Compression Ignition (CI) Engine Run on a Bioethanol Diesel Emulsion -- Modelling of Antiphase Noise Reduction of a Transformer.…”
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Numerical Methods and Modelling for Engineering Yazar: Khoury, Richard, Harder, Douglas Wilhelm

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Uncertainty Modelling in Data Science

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Model Validation and Uncertainty Quantification, Volume 3 Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016 /

İçindekiler: “…1 Bayesian Treatment of Spatially-Varying Parameter Estimation Problems via Canonical BUS -- 2 Bayesian System Identification of Offshore Platforms -- 3 Bayesian Inference and RJMCMC in Structural Dynamics - on Experimental Data -- 4 Approximate Bayesian Computation by Subset Simulation for Parameter Inference of Dynamical Models -- 5 Determining Model Form Uncertainty of Reduced Order Models -- 6 Uncertainty Analysis of Mechanical Behavior of Functionally Graded Carbon Nanotube Composite Materials -- 7 Interval Uncertainty Analysis of Structure Using CANDECOMP/PARAFAC Decomposition -- 8 Uncertainty Quantification For Nonlinear Reduced-Order Elasto-Dynamics Computational Models -- 9 Estimating Noise Spectra for Data from an Instrumented Building -- 10 Uncertainties in an Application of Operational Modal Analysis -- 11 Stochastic Finite Element Model Updating by Bootstrapping -- 12 Dynamic Identification of Classically Damped Uncertain Structures -- 13 Interval Finite Element Approach for Modal Analysis of Linear Elastic Structures Under Uncertainty -- 14 Model Based Effects Screening of Stringed Instruments -- 15 Innovation Dilemmas, Design Optimization, and Info-Gaps -- 16 Approach to Evaluate and to Compare Basic Structural Design Concepts of Landing Gears in Early Stage of Development Under Uncertainty -- 14 Model Based Effects Screening of Stringed Instruments -- 15 Innovation Dilemmas, Design Optimization, and Info-Gaps -- 16 Approach to Evaluate and to Compare Basic Structural Design Concepts of Landing Gears in Early Stage of Development Under Uncertainty -- 17 Robust Sensor and Exciter Design for Linear Structures -- 18 Robust Model Calibration Using Determinist and Stochastic Performance Metrics -- 19 Designing a Mechanical Latch for Robust Performance -- 19 From Model Calibration and Validation to Reliable Extrapolations -- 20 From Model Calibration and Validation to Reliable Extrapolations -- 21 Application of PCA-SVD Validation Metric to Develop Calibrated and Validated Structural Dynamic Models -- 22 An Enhanced Metropolis-Hastings Algorithm Based on Gaussian Processes -- 23 The Challenge of Dynamic Similarity Assessment -- 24 Model Based Robust Balancing Approach for Rotating Machines -- 25 Statistical Modeling of Wavelet-Transform-Based Features in Structural Health Monitoring -- 26 A Bayesian Framework for Optimal Experimental Design in Structural Dynamics -- Towards the Diagnosis and Simulation of Discrepancies in Dynamical Models -- 28 Effects of Prediction Error Bias on Model Calibration and Response Prediction of a 10-Story Building -- 29 Finite Element Model Updating Techniques of Complex Assemblies with Linear and Nonlinear Components -- 30 Metamodeling of Model Evidence -- 31 Calibration, Validation and Cross-Validation of Nominally Identical Car Subframes -- 32 Modeling and Experimental Test Study of a Multilayer Piezoelectric Actuator -- 33 Study of Correlation Criteria for Spacecraft-Launch Vehicle Coupled Loads Analysis -- 34 Full-field Strain Prediction Applied to an Offshore Wind Turbine -- 35 A State-Input Estimation Approach for Force Identification on an Automotive Suspension Component -- 36 A Pretest Planning Method for Model Calibration for Nonlinear Systems.…”
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Applied Physics, System Science and Computers II Proceedings of the 2nd International Conference on Applied Physics, System Science and Computers (APSAC2017), September 27-29, 2017...

İçindekiler: “…Noticing of Volume Fraction Limiting -- Simulation of the Inflow to a Well Equipped with a Vertical Slot Filter -- Errors of Approximation with Polynomial Splines of the Fifth Order -- Classical Potential Barrier of Liquid Phase Radical Reactions and Its Simulation Based on the Experimental Kinetic and Thermochemical Data Using Fuzzy Neural Networks -- Type of Substance as a New Physical Quantity -- Spectroscopy of Colorants for Fine Art in Visual and Near Infrared Spectrum -- From Quantum Sensing to SWEME Interaction Modeling -- An Ultrasound Technique for the Characterization of the Acoustic Emission of Reinforced Concrete Beam -- Prediction of Airport Acoustical Noise by Deterministic Decomposition and Seasonal ARIMA Techniques -- Express Registration of Partial Discharges in Gas-insulated Switchgear -- Risk Factors for the Occurrence of Traumatic Vacuum Phenomenon After Chest Compression for Patients with Cardiac Arrest -- A System for Big Attributed Hierarchical Graph Visualization -- A System of Functional Programming for Supporting Cloud Supercomputing -- Security and Performance of a Textual Substitution Compression Method Applied to Images -- A Solution of the Mastermind Board Game in Scratch Suitable for Algorithmic Thinking Development -- The Development of KarelNXT Robot as a Simulation of xKarel Programming Language -- Development of Polytechnic Creativity of Primary School Pupils -- Distribution and Validation of Meteorological Data for the Air Traffic Management Systems -- HLA Simulation of Customer Flow in a Polyclinic -- Steganographic Principle for Transfer Hidden Pictures within Pictures -- Assets as Part of Tertiary Technical Education -- Using of the Tablets for Amplyopia Treatment -- Neural Interface: The potential of Using Cheap EEG Devices for Scientific Purposes -- Optimal Information Paths in Social Media: Personalized Consumption of Tweets -- Solving Sparse Matrices: a Comparative Analysis between FPGA and GPU -- Making a Shift from Believing to Knowing by the Help of RDF CFL Formal Representation -- Deformation Analysis in Image Sequences by Physics-Inspired Virtual Current Interaction -- Utilization of NFV in Cloud Data Center -- Autonomic Machine Learning for Intelligent Databases -- Recommender System for Post-editing of Machine Translation -- Neural Network methods for Image Segmentation -- An HPC-Data Center Case Study on the Power Consumption of Workload -- Identifying Problematic e-Courses Content Based on Students Behaviour -- Dyscalculia: A Behavioural Vision -- Enhancing the Development of Interaction between Authorities in Maritime Surveillance -- Electricity Peak Demand Classification with Machine Learning Techniques -- Theϵ-Complexity of Finite-Dimensional Continuous Maps -- Characterisation of the Vibration of an Ultrasonic Transducer for Guided Waves Applications -- Asymptotic Stability of Partial Difference Equations Systems with Singular Matrix -- Chaos and Stability of the Financial System -- A Simple Econophysics Model of the Stock Market as a Nonequilibrium Open System -- Mathematical Modeling and Simulation of Selected Multipulse Rectifiers, Used in "Conventional" Airplanes and Aircrafts Consistent with the Trend of "MEA/AEA" -- A Sufficient Asymptotic Stability Condition in Generalised Model Predictive Control to Avoid Input Saturation -- Minimization of Dynamic Loads in the Reciprocating Motion of the Executive Links of a Large Mass -- Harmonic Analysis in a Node Where Exist a Deformed Regime -- Human Upper Limb Motions Video Analysis Used for Rehabilitation Robotics -- Interactive Control System Proposal for High Switching Frequency Resonant Converters -- PWM Controlled Single-Phase Induction Motor Supplied from Single-Leg MxC -- Forward and Inverse Kinematics Using Transposition Method for Robotic Arm DOBOT -- Integral Assessment of Power Network Equipment Operational Risks: Special Aspects.…”
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Automatic Tuning of Compilers Using Machine Learning Yazar: Ashouri, Amir H., Palermo, Gianluca, Cavazos, John, Silvano, Cristina

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Temperature and Frequency Dependence of Complex Permittivity in Metal Oxide Dielectrics: Theory, Modelling and Measurement Yazar: Breeze, Jonathan

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Computational Biomechanics for Medicine From Algorithms to Models and Applications /

İçindekiler: “…Reduced Order Model of a Human Left and Right Ventricle Based on POD Method -- Chapter6. …”
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Data-Driven Remaining Useful Life Prognosis Techniques Stochastic Models, Methods and Applications / Yazar: Si, Xiao-Sheng, Zhang, Zheng-Xin, Hu, Chang-Hua

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Fatigue of Materials at Very High Numbers of Loading Cycles Experimental Techniques, Mechanisms, Modeling and Fatigue Life Assessment /

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