research community, there is a need for the development of machine learning software tools that are easy to use (even for nonexperts with no programming ability), provide flexible access to the most important algorithms, and codify best practices of machine learning model development and evaluation...
Building a Two-Dimensional Two-Layers Linear Site Response Solver with Machine Learning Model A multidimensional site response analysis is conducted to evaluate the site amplification of ground motions in surface ground. The tools for this analysis ... K Tanaka - 《Journal of Japan Association for ...
The ASSISTANT tools are based on the approach of extending generative design, an established methodology for product design, to a broader set of manufacturing decision making processes; and to make use of machine learning, optimisation, and simulation techniques to produce executable models capable of...
reverse-engineeringcanopencantesting-toolsautomotiveobd2j1939automation-testinghardware-simulation UpdatedDec 23, 2024 C An assembler and hardware simulator for the Mano Basic Computer, a 16 bit computer simulatorcompilercppassemblercomputer-architecture16-bitinstruction-set-architecturehardware-simulationmano-simu...
Multiscale simulation and homogenization of materials have become the major computational technology as well as engineering tools in material modeling and material design. However, the concurrent multiscale simulations require extensive computational resources, in which the CPU time increases exponentially as...
Machine Learning Accelerates Centrifugal Pump Design In this blog post, we show how machine learning can be used in the design process of a centrifugal pump to optimize diffuser geometry. The AI model is trained on data from best-in-class simulation tools which produce reliable data that closely...
Understanding the impact of physical forces on an object in an environment requires complex mathematical equations. Examples like a crash test dummy in a car impact or an aircraft wing in a wind tunnel produce staggering amounts of data.
Analytic Solver (and our SDKs and RASON cloud platform) include comprehensive, powerful support fordata mining and machine learning. Using these tools, you can “train” or fit your data to a wide range of statistical and machine learning models: Classification and regression trees, neural network...
Autodesk offers certified training in all aspects of engineering design and manufacturing tools, including an Autodesk Certified Professional in Simulation in Fusion 360. Simulation learning pathway Autodesk University A large number of Autodesk University conference sessions have also showcased the advantag...
摘要: This paper discusses tools and methods for modeling, simulation and parameter identification of human-machine systems. The main focus is on the application of these models in the aviation field, especially airplane or helicopter flight control....