Arama Sonuçları - Space Twins

Deep Learning with TensorFlow and Keras - 3rd Edition : Build and Deploy Supervised, Unsupervised, Deep, and Reinforcement Learning Models. Yazar: Kapoor, Amita

İçindekiler: “…-- How to deal with the highly correlated input state space -- How to deal with the problem of moving targets -- Reinforcement success in recent years -- Simulation environments for RL -- An introduction to OpenAI Gym -- Random agent playing Breakout -- Wrappers in Gym -- Deep Q-networks -- DQN for CartPole -- DQN to play a game of Atari -- DQN variants -- Double DQN -- Dueling DQN -- Rainbow -- Deep deterministic policy gradient -- Summary -- References -- Chapter 12: Probabilistic TensorFlow -- TensorFlow Probability -- TensorFlow Probability distributions -- Using TFP distributions -- Coin Flip Example -- Normal distribution -- Bayesian networks -- Handling uncertainty in predictions using TensorFlow Probability -- Aleatory uncertainty -- Epistemic uncertainty -- Creating a synthetic dataset -- Building a regression model using TensorFlow -- Probabilistic neural networks for aleatory uncertainty -- Accounting for the epistemic uncertainty -- Summary -- References.…”
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Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018) Volume 2 /

İçindekiler: “…Modeling and Optimization of SIS Process Using Evolutionary Computational Approach -- Computational Characterization of a C-D Nozzle with Variable Geometry Translating Throat -- Synthesis and Characterization of Al2O3-Cr2O3 Based Ceramic Composites for Artificial Hip Joint -- Experimental Investigation On Tensile and Fracture Behaviour of Glass Fibre Reinforced Nanoclay/Mg-Al LDH Based Fiber Metal Laminates -- Experimental Study on Micro-Deburring Of Microgrooves by Micro-EDM -- Influences of Tool Pin Profiles on Mechanical Properties of Friction Stir Welding Process of Aa8011 Aluminium Alloy -- Numerical Investigation of the Behavior of Thin Walled Metal Tubes Under Axial Impact -- Improving Process Performance with World Class Manufacturing Technique: A Case in Tea Packaging Industry -- Tensile Testing and Evaluation of 3D Printed PLA Specimens as Per ASTM D638 Type-IV Standard -- Design Optimization and Testing Of Structure of a Single Door Refrigerator -- Use of Low Fidelity Codes for Teaching Aircraft Design -- Drag Reduction for Flow Past A Square Cylinder Using Rotating Control Cylinders - A Numerical Simulation -- Study the Effect of Mill Scale Filler on Mechanical Properties of Bidirectional Carbon Fibre Reinforced Polymer Composite -- Study On Carbon, Glass and Flax Hybrid Composites Using Experimental and Computational Techniques -- Design Evaluation of A Mono-Tube Magnetorheological (MR) Damper Valve -- Characterization of Soot Microstructure for Diesel and Biodiesel Using Diesel Particulate Filter -- Performance of Diesel Particulate Filter Using Metal Foam Combined With Ceramic Honeycomb Substrate -- Dry Machining of Nimonic 263 Alloy Using PVD and CVD Inserts -- Investigation of Parameters for Machining a Dif-Ficult-To-Machine Superalloy: Inconel X-750 and Waspaloy -- Aerodynamic Characteristics of Semi-Spiroid Winglets at Subsonic Speed -- Vibrational Analysis of Self-Aligning Rolling Contact Bearing Defects -- Fabrication and Characterization of Cu2-Xzn1.3sns4 Kesterite Thin Films Synthesized By Solvent Based Process Method for Photovoltaic Solar Energy Applications -- Formula SAE Power Increment -- Temperature Behavior-Based Monitoring Of Worm Gears Under Different Working Conditions -- Production and Comparison of Fuel Properties for Various Bio-Diesels -- Experimental Determination of Fluid Flow Parameters to Study Permeation Process Inside A Porous Channel -- Diesel Engine Cylinder Head Port Design for Armoured Fighting Vehicles: Compromise and Design Features -- Design Optimization of Advanced Multi-Rotor Unmanned Aircraft System Using FSI -- Studies on Carbon Materials Based Antenna for Space Applications -- Progress and Issues Related To Designing and 3D Printing Of Endodontic Guide -- Physical and Tribological Behaviour of Dual Particles Reinforced Metal Matrix Composites -- Parametric Optimization of Friction Welding Parameter of Ferritic Stainless Steel and Copper Material Using Taguchi Approach -- Experimental Investigation onthe Thermal Performance of the Light Emitting Diode (LED) Heat Sinks -- Numerical Modeling of Spiral Cyclone Flow Field and the Impact Analysis of a Vortex Finder -- Lattice Boltzmann Simulation of Double-Sided Deep Cavities at Low Reynolds Number -- A Study of Thermo-Structural Behavior of Annular Fin -- A New Design to Achieve Variable Compression Ratio in a Spark Ignition Engine -- Experimental Investigation on Energy Saving Due To Bubble Disturbance in Boiling Process -- Highway Traffic Scenario Based Lane Change Strategy for Autonomous Vehicle -- Friction and Wear Analysis of PTFE Composite Materials -- Flow Analysis of Catalytic Converter - LCV BS III Applications for Optimising Pressure Drop -- Step Towards Computer Aided Integration Of Sheet Metal Applications -- Thermodynamic Analysis of Diesel Engine Fueled With Aqueous Nanofluid Blends -- Investigation of Twin Cylinder Direct Injection CI Engine Characteristics Using Calophyllum Inophyllum Biodiesel Blends -- A Novel Beetle Inspired Fuel Injection System for Improved Combustion Efficiency -- Effect of Friction Stir Processing On the Dry Sliding Wear Behaviour of AA6082-5tib2 Composite -- Optimization of Sliding Wear Performance of Ti Metal Powder Reinforced Al 7075 Alloy Composite Using Taguchi Method -- A Comparative Study on Mechanical and Dry Sliding Wear Behaviour of Al 7075-T6 Welded Joints Fabricated By FSW, TIG and MIG -- Overview of Cryogens Production and Automation in Cryo-Distribution at TIFR, Mumbai -- Analysis of Recast Layer, Wear Rate and Taper Angle in Micro-Electrical Discharge Machining Over Ti-6Al-4V -- Evaluation of Critical Speed for Aluminum - Boron Carbide Metal Matrix Composite Shaft -- Smart System for Feature Recognition of Sheet Metal Parts: A Review. .…”
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Information Systems Design and Intelligent Applications Proceedings of Third International Conference INDIA 2016, Volume 3 /

İçindekiler: “…Modeling and Performance Analysis of Free Space Quantum Key Distribution -- Chapter 5. Design of a Low-delay-write Model of a TMCAM -- m]Chapter 6. …”
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Proceedings of the 9th International Symposium on Superalloy 718 & Derivatives: Energy, Aerospace, and Industrial Applications

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