Analysis, Geometry, Nonlinear Optimization

learn with us HyperWorks is an analysis and Optimization Solution

Altair has released 14.0.120 version of HyperWorks Desktop, the most comprehensive version to date of its computer-aided engineering (CAE) software platform, which has set the global standard for enabling its users to create more durable and efficient products.

Ansys Discovery is the first simulation-driven design tool to combine instant physics simulation, proven Ansys high-fidelity simulation and interactive geometry modeling in a single user experience. Leveraging the all-new Discovery early in your product design processes will drive substantial gains in engineering productivity, spur innovation and increase your product’s overall performance.

COMSOL, Inc., a leading global provider of engineering simulation software, announced the release of COMSOL Multiphysics 4.4, the latest version of its powerful platform for the modeling and simulation of electrical, mechanical, fluid, and chemical applications.

MSC Software Corporation, the leader in multidiscipline simulation solutions that accelerate product innovation, announced the new release of MSC Nastran 2013.1, augmenting the groundbreaking capabilities like solver embedded fatigue, optimization for fatigue life and poroelastic material modeling introduced in the previous 2013 release.

COMSOL announces the latest version of COMSOL Multiphysics version 5.4, which in addition to two new products provides performance improvements and additional modeling tools.

MSC Software Corporation, a global leader in simulation software and services, announced the new release of Marc 2018 focused to further improve specific industry workflows, particularly for rubber and seal modeling.

Altair has launched SimSolid 2019.2.0, is structural analysis software developed specifically for design engineers. It eliminates geometry simplification and meshing, the two most time-consuming and expertise-extensive tasks done in traditional FEA, enabling the analysis of fully-featured CAD assemblies in minutes without meshing.

Altair, a global leader in computational science and artificial intelligence (AI), announced the release of Altair HyperWorks 2023. This update to Altair’s best-in-class design and simulation platform signifies a transformative leap in technology, offering an integrated solution that streamlines workflows, enhances user experiences, and enables innovation.

This textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.