Alternatives to LiveLink for MATLAB

Simr (formerly UberCloud) is revolutionizing the world of simulation operations with our flagship solution, Simulation Operations Automation (SimOps). Designed to streamline and automate complex simulation workflows, Simr enhances productivity, collaboration, and efficiency for engineers and scientists across various industries, including automotive, aerospace, biomedical engineering, defense, and consumer electronics. Our cloud-based infrastructure provides scalable and cost-effective solutions, eliminating the need for significant upfront investments in hardware. This ensures that our clients have access to the computational power they need, exactly when they need it, leading to reduced costs and improved operational efficiency. Simr is trusted by some of the world's leading companies, including three of the seven most successful companies globally. One of our notable success stories is BorgWarner, a Tier 1 automotive supplier that leverages Simr to automate its simulation environments, significantly enhancing their efficiency and driving innovation.

Ansys Motor-CAD serves as a specialized tool for the design of electric machines, facilitating rapid multiphysics simulations throughout the entire torque-speed operating range. It allows design engineers to assess various motor configurations and concepts to create designs that maximize performance, efficiency, and compactness. With its four integrated modules—EMag, Therm, Lab, and Mech—Motor-CAD enables quick and iterative multiphysics calculations, significantly reducing the time from initial concept to finalized design. This efficiency in calculations and streamlined data input processes provides users with the opportunity to investigate a broader array of motor topologies and thoroughly evaluate the effects of advanced loss mechanisms in the early phases of electromechanical design. The latest release boasts enhanced capabilities for design optimization, multiphysics analysis, and system modeling tailored specifically for electric motors, ensuring that engineers have the tools they need for cutting-edge development. Ultimately, Motor-CAD's fast multiphysics simulation capabilities across the full torque-speed range empower engineers to innovate and refine electric motor designs with unprecedented efficiency.

Utilize COMSOL's multiphysics software to replicate real-world designs, devices, and processes effectively. This versatile simulation tool is grounded in sophisticated numerical techniques. It boasts comprehensive capabilities for both fully coupled multiphysics and single-physics modeling. Users can navigate a complete modeling workflow, starting from geometry creation all the way to postprocessing. The software provides intuitive tools for the development and deployment of simulation applications. COMSOL Multiphysics® ensures a consistent user interface and experience across various engineering applications and physical phenomena. Additionally, specialized functionality is available through add-on modules that cater to fields such as electromagnetics, structural mechanics, acoustics, fluid dynamics, thermal transfer, and chemical engineering. Users can select from a range of LiveLink™ products to seamlessly connect with CAD systems and other third-party software. Furthermore, applications can be deployed using COMSOL Compiler™ and COMSOL Server™, enabling the creation of physics-driven models and simulation applications within this robust software ecosystem. With such extensive capabilities, it empowers engineers to innovate and enhance their projects effectively.

FEATool Multiphysics – "Physics Simulator Made Easy" – a fully integrated physics simulation, FEA and CFD toolbox. FEATool Multiphysics provides a fully integrated simulation platform that includes a unified user interface for several multi-physics solvers such as OpenFOAM and Computational fluid dynamics (CFD), including SU2 Code and FEniCS. This allows users to model coupled physics phenomena, such as those found in fluid flow and heat transfer, structural, electromagnetics acoustics and chemical engineering applications. FEATool multiphysics is a trusted tool for engineers and researchers in the energy, automotive and semi-conductor industries.

DataMelt, or "DMelt", is an environment for numeric computations, data analysis, data mining and computational statistics. DataMelt allows you to plot functions and data in 2D or 3D, perform statistical testing, data mining, data analysis, numeric computations and function minimization. It also solves systems of linear and differential equations. There are also options for symbolic, non-linear, and linear regression. Java API integrates neural networks and data-manipulation techniques using various data-manipulation algorithms. Support is provided for elements of symbolic computations using Octave/Matlab programming. DataMelt provides a Java platform-based computational environment. It can be used on different operating systems and programming languages. It is not limited to one programming language, unlike other statistical programs. This software combines Java, the most widely used enterprise language in the world, with the most popular data science scripting languages, Jython (Python), Groovy and JRuby.

MATLAB® offers a desktop environment specifically optimized for iterative design and analysis, paired with a programming language that allows for straightforward expression of matrix and array mathematics. It features the Live Editor, which enables users to create scripts that merge code, output, and formatted text within an interactive notebook. The toolboxes provided by MATLAB are meticulously developed, thoroughly tested, and comprehensively documented. Additionally, MATLAB applications allow users to visualize how various algorithms interact with their data. You can refine your results through repeated iterations and then easily generate a MATLAB program to replicate or automate your processes. The platform also allows for scaling analyses across clusters, GPUs, and cloud environments with minimal modifications to your existing code. There is no need to overhaul your programming practices or master complex big data techniques. You can automatically convert MATLAB algorithms into C/C++, HDL, and CUDA code, enabling execution on embedded processors or FPGA/ASIC systems. Furthermore, when used in conjunction with Simulink, MATLAB enhances the support for Model-Based Design methodologies, making it a versatile tool for engineers and researchers alike. This adaptability makes MATLAB an essential resource for tackling a wide range of computational challenges.

Adaptive Research is excited to unveil the CAESIM 2024 simulation platform, which is now available for immediate use, featuring enhanced computational fluid dynamics modeling along with multi-physics functionalities. This latest software version introduces innovative tools and features designed to streamline the modeling process, enabling CFD engineers to achieve rapid simulation results with greater efficiency. Additionally, the platform aims to enhance user experience through improved interfaces and capabilities.

NVIDIA Modulus is an advanced neural network framework that integrates the principles of physics, represented through governing partial differential equations (PDEs), with data to create accurate, parameterized surrogate models that operate with near-instantaneous latency. This framework is ideal for those venturing into AI-enhanced physics challenges or for those crafting digital twin models to navigate intricate non-linear, multi-physics systems, offering robust support throughout the process. It provides essential components for constructing physics-based machine learning surrogate models that effectively merge physics principles with data insights. Its versatility ensures applicability across various fields, including engineering simulations and life sciences, while accommodating both forward simulations and inverse/data assimilation tasks. Furthermore, NVIDIA Modulus enables parameterized representations of systems that can tackle multiple scenarios in real time, allowing users to train offline once and subsequently perform real-time inference repeatedly. As such, it empowers researchers and engineers to explore innovative solutions across a spectrum of complex problems with unprecedented efficiency.

Simcenter STAR-CCM+ is an advanced multiphysics computational fluid dynamics (CFD) software that enables the simulation of products in conditions that mimic real-life scenarios. This software stands out by incorporating automated design exploration and optimization into the CFD toolkit accessible to engineers. With a unified platform that encompasses CAD, automated meshing, multiphysics CFD capabilities, and advanced postprocessing, it empowers engineers to thoroughly investigate the entire design landscape, facilitating quicker and more informed design choices. By leveraging the insights offered by Simcenter STAR-CCM+, the design process becomes more strategic, ultimately resulting in innovative products that surpass customer expectations. Enhancing a battery's performance across its complete operating spectrum is a complex endeavor that necessitates the concurrent optimization of various parameters. In this context, Simcenter delivers a comprehensive simulation environment tailored for the analysis and design of electrochemical systems, fostering a deeper understanding of their behavior. This holistic approach allows engineers to tackle intricate challenges with confidence and precision.

LTE MAC Lab is a comprehensive simulation tool designed for system-level analysis, operating within the Matlab environment. This tool enables users to effectively model and evaluate the performance of wireless LTE network deployments while gaining insights into the dynamic aspects of radio interface mechanisms. It captures the fluctuating behavior of a modeled HetNet RAN, emphasizing essential Radio Resource Management functionalities, including scheduling, carrier aggregation, handover processes, and link adaptation strategies. Additionally, the tool incorporates various models for propagation effects such as path loss, shadowing, and multipath, as well as mobility scenarios to enhance simulation accuracy. By leveraging LTE MAC Lab, researchers and engineers can explore and optimize network performance in a controlled setting.

RunMat, developed by Dystr, serves as a quick, cost-free, and open-source substitute for executing MATLAB scripts. It allows users to seamlessly execute their current MATLAB scripts while maintaining full adherence to the language's grammar and essential semantics, all without incurring any licensing costs or vendor lock-in. Crafted using a cutting-edge compiler, RunMat delivers exceptionally rapid computation speeds, starts up in just 5 milliseconds, and comes with built-in GPU optimization, all packaged as a streamlined, cross-platform executable. This makes it an ideal choice for those seeking efficiency and flexibility in their numerical computing tasks.

OnScale stands out as the pioneering platform for Cloud Engineering Simulation, merging advanced multiphysics solver technology with the boundless computational capabilities of cloud supercomputers. This innovative solution empowers engineers to execute a vast array of full 3D multiphysics simulations concurrently, enabling the creation of authentic Digital Prototypes that represent the complete operational behavior of intricate high-tech devices. With the aim of delivering an exceptional Cloud Engineering Simulation experience, OnScale Solve is designed to be intuitive, robust, and effective. It operates seamlessly on both public and private cloud supercomputers and features a user-friendly web interface, an API for smooth integration into existing design processes, customizable scripting options for tailored engineering simulations, and plugins that expand its modeling functionalities. Furthermore, OnScale Solve equips engineers with the capability to synthetically generate data crucial for training advanced AI/ML algorithms, thereby enhancing innovation in technology development. This comprehensive platform ensures that engineers have the tools they need to push the boundaries of simulation and design.

Visplore makes the analysis of large, dirty time series data intuitive and extremely efficient. For process experts, R&D engineers, quality managers, industry consultants, and everyone who has spent a lot of time on the tedious preparation of complex measurement data. Knowing your data is the fundament of unlocking its value. Visplore offers ready-to-use tools to understand correlations, patterns, trends and much more, faster than ever. Cleansing and annotating make the difference between valuable and useless data. In Visplore, you deal with dirty data like outliers, anomalies and process changes as easily as using a drawing program. Integrations with Python, R, Matlab and many other sources makes workflow integration straightforward. And all of that at a performance that is still fun even with millions of data records, and allows for unexpectedly creative analyses.

The VLFeat open source library offers a range of well-known algorithms focused on computer vision, particularly for tasks such as image comprehension and the extraction and matching of local features. Among its various algorithms are Fisher Vector, VLAD, SIFT, MSER, k-means, hierarchical k-means, the agglomerative information bottleneck, SLIC superpixels, quick shift superpixels, and large scale SVM training, among many others. Developed in C to ensure high performance and broad compatibility, it also has MATLAB interfaces that enhance user accessibility, complemented by thorough documentation. This library is compatible with operating systems including Windows, Mac OS X, and Linux, making it widely usable across different platforms. Additionally, MatConvNet serves as a MATLAB toolbox designed specifically for implementing Convolutional Neural Networks (CNNs) tailored for various computer vision applications. Known for its simplicity and efficiency, MatConvNet is capable of running and training cutting-edge CNNs, with numerous pre-trained models available for tasks such as image classification, segmentation, face detection, and text recognition. The combination of these tools provides a robust framework for researchers and developers in the field of computer vision.

Working Model stands out as the top-selling motion simulation software globally. Validate your designs using robust analytical tools at your disposal. The rapid "run-analyze-refine" process enables you to fine-tune your designs prior to creating any physical prototypes, significantly minimizing the need for such prototypes. You maintain complete oversight of the simulation environment. Build, execute, and enhance simulations swiftly with ready-made objects and constraints. You can run, halt, reset, single-step, or pause the simulation whenever necessary. Evaluate your most recent design by measuring various factors like force, torque, and acceleration acting on any component. Outputs can be viewed as vectors or numerical data, presented in either English or metric units. Additionally, you can import your 2D CAD drawings in DXF format seamlessly. Values can be input from equations, sliders, and DDE links to both MATLAB and Excel. Construct bodies and define their mass properties, initial velocity, and electrostatic charge among other parameters. You have the option to run or modify scripts to enhance simulations, document models, and much more. Furthermore, you can create compelling presentations by incorporating images, elevating the overall impact of your work. This comprehensive tool transforms the way designers and engineers approach motion simulation.

EMWorks offers top-tier electromagnetic simulation software designed for electrical and electronics engineering, incorporating multiphysics features. Their solutions are fully integrated into SOLIDWORKS and Autodesk Inventor®, catering to a wide range of applications such as electromechanical systems, power electronics, antennas, RF and microwave components, as well as ensuring power and signal integrity in high-speed interconnects. One of their flagship products, EMS, serves as a powerful tool for simulating and optimizing electromagnetic and electromechanical devices like transformers, electric motors, actuators, and sensors within the SOLIDWORKS® and Autodesk® Inventor® environments. Additionally, EMWorks2D is a specialized 2D electromagnetic simulation software that focuses on planar and axis-symmetric geometries, also fully embedded in SOLIDWORKS, allowing users to perform quick simulations prior to transitioning to 3D models. This functionality not only enhances the design process but also accelerates overall product development, making it easier for engineers to refine their designs efficiently. By leveraging these advanced tools, users can achieve optimal performance in their electronic designs while saving valuable time in the engineering workflow.

YAKINDU Model Viewer (YMV) is a specialized tool for displaying models made with MATLAB Simulink, presenting block diagrams that closely resemble those in Simulink. This viewer offers users the ability to efficiently explore, navigate, and search through extensive and intricate models. With its browser-like navigation capabilities, users can swiftly delve into the system hierarchy. Additionally, YMV boasts advanced visualization options, signal tracing, requirements tracking, and gesture-based interactions, among other features. The tool includes multiple perspectives to display a model's structure and the characteristics of its components, enhancing the user experience. Overall, YAKINDU Model Viewer simplifies the process of understanding complex systems through its intuitive design and comprehensive functionality.

Enhance product development and accelerate the launch process with FLOW-3D, an exceptionally precise CFD software adept at addressing transient, free-surface challenges. Accompanied by our cutting-edge postprocessor, FlowSight, FLOW-3D offers a comprehensive multiphysics suite. This versatile CFD simulation platform empowers engineers to explore the dynamic interactions of liquids and gases across a diverse array of industrial sectors and physical phenomena. With a strong emphasis on multi-phase and free surface applications, FLOW-3D caters to various industries, including microfluidics, biomedical technology, civil water infrastructure, aerospace, consumer goods, additive manufacturing, inkjet printing, laser welding, automotive, offshore enterprises, and energy sectors. As a remarkably effective multiphysics resource, FLOW-3D combines functionality, user-friendliness, and robust capabilities to support engineers in achieving their modeling goals, ultimately driving innovation and efficiency in their projects. By leveraging FLOW-3D, organizations can overcome complex challenges and ensure that their designs are optimized for success in competitive markets.

The Model Predictive Control Toolbox™ offers a comprehensive suite of functions, an intuitive app, Simulink® blocks, and practical reference examples to facilitate the development of model predictive control (MPC) systems. It caters to linear challenges by enabling the creation of implicit, explicit, adaptive, and gain-scheduled MPC strategies. For more complex nonlinear scenarios, users can execute both single-stage and multi-stage nonlinear MPC. Additionally, this toolbox includes deployable optimization solvers and permits the integration of custom solvers. Users can assess the effectiveness of their controllers through closed-loop simulations in MATLAB® and Simulink environments. For applications in automated driving, the toolbox also features MISRA C®- and ISO 26262-compliant blocks and examples, allowing for a swift initiation of projects related to lane keep assist, path planning, path following, and adaptive cruise control. You have the capability to design implicit, gain-scheduled, and adaptive MPC controllers that tackle quadratic programming (QP) problems, and you can generate an explicit MPC controller derived from an implicit design. Furthermore, the toolbox supports discrete control set MPC for handling mixed-integer QP challenges, thus broadening its applicability in diverse control systems. With these extensive features, the toolbox ensures that both novice and experienced users can effectively implement advanced control strategies.

Origin is the preferred data analysis and graphing tool for more than half a million engineers and scientists in government and commercial laboratories around the world. Origin has an intuitive interface that is easy to use for beginners. You can also customize the program as you get more familiar. Origin graphs and analysis results can automatically adjust to data changes or parameter changes. This allows you to create templates or perform batch operations directly from the user interface without programming. Install free Apps from our website to extend the capabilities of Origin. Connect to other applications like MATLAB™, LabVIEW™, or Microsoft(c) Excel. Create custom routines in Origin with our scripting and C languages. OriginPro takes data analysis to the next level. OriginPro provides advanced analysis tools in addition to all the features of Origin.

Cyberbotics' Webots is a versatile, open-source desktop application that operates across multiple platforms, specifically designed for the modeling, programming, and simulation of robotic systems. This tool provides an extensive development environment, complete with a rich library of assets including robots, sensors, actuators, objects, and materials, which streamlines the prototyping process and enhances the efficiency of robotics project development. Additionally, users have the capability to import pre-existing CAD models from software such as Blender or URDF and can incorporate OpenStreetMap data to enrich their simulations with real-world mapping. Webots accommodates various programming languages, such as C, C++, Python, Java, MATLAB, and ROS, which allows developers the flexibility to choose the best fit for their specific needs. Its contemporary graphical user interface, in conjunction with a robust physics engine and OpenGL rendering, facilitates the realistic simulation of a wide range of robotic systems, including wheeled robots, industrial arms, legged robots, drones, and autonomous vehicles. The application sees widespread use in industries, educational institutions, and research environments for purposes such as robot prototyping, AI algorithm development, and testing innovative robotic concepts. Overall, Webots stands out as a powerful resource for anyone looking to advance their work in robotics and simulation technologies.

In industries where the integrity of welded structures is critical, TRANSWELD® provides a cutting-edge and comprehensive solution for predicting potential welding imperfections. This advanced simulation software employs multi-physical models to accurately reflect the actual behavior of metal in both liquid and mushy phases, enabling an in-depth analysis of material transformations. Furthermore, TRANSWELD® facilitates the examination of the microstructure in solid-state assemblies. With this tool, you can ensure that your welded components meet required standards without the need for physical prototypes. Our software is entirely predictive, allowing users to digitally observe welding processes under realistic conditions. For instance, it enables the visualization of the heat source movement during simulations of techniques such as laser welding or arc welding, enhancing understanding and efficiency in the welding process. Such capabilities not only streamline production but also significantly reduce the risk of defects in the final product.

CoppeliaSim, created by Coppelia Robotics, stands out as a dynamic and robust platform for robot simulation, effectively serving various purposes such as rapid algorithm development, factory automation modeling, quick prototyping, verification processes, educational applications in robotics, remote monitoring capabilities, safety checks, and the creation of digital twins. Its architecture supports distributed control, allowing for individual management of objects and models through embedded scripts in Python or Lua, plugins written in C/C++, and remote API clients that support multiple programming languages including Java, MATLAB, Octave, C, C++, and Rust, as well as tailored solutions. The simulator is compatible with five different physics engines—MuJoCo, Bullet Physics, ODE, Newton, and Vortex Dynamics—enabling swift and customizable dynamics calculations that facilitate highly realistic simulations of physical phenomena and interactions, such as collision responses, grasping mechanisms, and the behavior of soft bodies, strings, ropes, and fabrics. Additionally, CoppeliaSim offers both forward and inverse kinematics computations for a diverse range of mechanical systems, enhancing its utility in various robotics applications. This flexibility and capability make CoppeliaSim an essential tool for researchers and professionals in the field of robotics.

RT-LAB is OPAL's real-time simulation program that combines performance and enhanced user experience. RT-LAB is fully integrated with MATLAB/Simulink® and allows for the most complex model-based design to interact with real-world environments. It allows for complex simulations in real-time, including those in aerospace, power electronics and power systems. RT-LAB was first applied on the Canada Arm of the Canadian Space Agency almost 20 years ago. It has revolutionized systems engineering in space, on ground, and at sea. RT-LAB allows engineers and scientists to quickly develop new prototypes and perform the most rigorous testing required for new technologies.

DigitalClone for Additive Manufacturing (DCAM) is a comprehensive suite of metal additive manufacturing simulation and modeling capabilities that allows for seamless design and analysis support. DC-AM uses a multiscale, multi-physics analysis approach to link the process - microstructure and fatigue relationship of additively produced parts to enable computational assessment for quality and performance. DC-AM encourages the adoption of AM in safety-critical sectors by providing unprecedented insight into build conditions and the characteristics and final parts. This allows for a reduction in time and cost, as well as allowing for a reduction in the time and costs required to qualify parts.

Ansys SPEOS offers predictive capabilities for illumination and optical system performance, significantly reducing both prototyping time and costs while enhancing the efficiency of your products. With a user-friendly and detailed interface, Ansys SPEOS boosts productivity through GPU utilization for simulation previews and provides seamless integration with the Ansys multiphysics ecosystem. The tool's accuracy has been validated by the International Commission on Illumination (CIE) against the CIE 171:2006 standards, demonstrating the advantages of its light modeling software. Activate the lighting in your virtual model to easily investigate light propagation in a three-dimensional space. The SPEOS Live preview feature includes both simulation and rendering tools, allowing for an interactive design experience. By conducting accurate simulations on the first attempt, you can reduce iteration times and accelerate your decision-making, all while automatically optimizing the designs for optical surfaces, light guides, and lenses. This innovative approach not only streamlines the design process but also empowers creators to achieve higher precision in their optical designs.

The Modelscape solution streamlines the management of financial models' lifecycle for financial institutions, enhancing documentation, transparency, and compliance. By adopting this solution across the entire model lifecycle, users can take advantage of standardized workflows, automated documentation processes, and seamless artifact linking. This approach allows for the horizontal and vertical scaling of algorithms, models, and applications. Additionally, it supports various enterprise infrastructures and programming languages, including Python, R, SAS, and MATLAB. Comprehensive tracking of issues throughout the model lifecycle is facilitated by full model lineage and detailed reporting on issues and usage. An executive dashboard provides insights into model data, enables custom algorithm execution, and offers automated workflows, all while granting web-based access to a thorough, auditable inventory of models and their dependencies. Users can also develop, back-test, and document their models and methodologies effectively. This solution significantly enhances the transparency, reproducibility, and reusability of financial models, while also automatically generating the necessary documentation and reports to support ongoing compliance efforts. In doing so, it empowers financial institutions to maintain high standards in model governance and operational efficiency.

SwiftComp is an innovative composite simulation software that combines multiscale and multiphysics capabilities to provide the precision of 3D finite element analysis (FEA) with the simplicity of basic engineering models. This groundbreaking tool simplifies the modeling process for engineers, allowing them to treat composites with the same ease as metals while maintaining accuracy and capturing intricate microstructural details. It offers cohesive modeling for structures that are one-dimensional (like beams), two-dimensional (such as plates or shells), and three-dimensional, effectively calculating the material properties required. Users can utilize SwiftComp independently for virtual composite testing or as an enhancement to existing structural analysis tools, thereby integrating high-fidelity composite modeling into their workflows. Additionally, SwiftComp excels in determining the optimal structural model for macroscopic analysis and includes capabilities for dehomogenization, which enables the calculation of pointwise stresses within the microstructure. It seamlessly connects with established software such as ABAQUS and ANSYS, further broadening its applicability in engineering projects. As a result, SwiftComp significantly enhances the efficiency and effectiveness of composite material modeling in various engineering applications.

Subjecting your designs to real-world scenarios can significantly enhance product quality while simultaneously minimizing the costs associated with prototyping and physical testing. The SOLIDWORKS® Simulation suite offers a user-friendly collection of structural analysis tools that employ Finite Element Analysis (FEA) to forecast how a product will behave in actual physical conditions by virtually evaluating CAD models. This comprehensive portfolio is equipped with capabilities for both linear and non-linear static and dynamic analyses. With SOLIDWORKS Simulation Professional, you can refine your designs by assessing mechanical resistance, durability, topology, natural frequencies, as well as examining heat transfer and potential buckling issues. Additionally, it facilitates sequential multi-physics simulations to enhance design accuracy. On the other hand, SOLIDWORKS Simulation Premium allows for an in-depth assessment of designs concerning nonlinear and dynamic responses, dynamic loading conditions, and composite materials. This advanced tier also features three specialized studies: Non-Linear Static, Non-Linear Dynamic, and Linear Dynamics, ensuring a thorough evaluation of your engineering projects. By leveraging these powerful tools, engineers can achieve greater design confidence and innovation.

Energy2D is an interactive multiphysics simulation program grounded in computational physics, designed to model the three primary modes of heat transfer: conduction, convection, and radiation, while also integrating particle dynamics. This software operates efficiently on a wide range of computers, simplifying the process by removing the need for switches between preprocessors, solvers, and postprocessors that are usually necessary for computational fluid dynamics simulations. Users can create "computational experiments" to explore scientific hypotheses or address engineering challenges without the need for intricate mathematical formulations. Additionally, development is ongoing to introduce various energy transformation types and to enhance support for different fluid types. While Energy2D excels in accurately modeling conduction, its representations of convection and radiation are not entirely precise, which means results involving these elements should be regarded as qualitative. Over 40 scientific papers have utilized Energy2D as a valuable research instrument, showcasing its adoption in the academic community. As the program evolves, its capabilities are expected to expand further, potentially offering more comprehensive insights into complex physical interactions.

Enhance engineering processes with the only comprehensive and user-friendly CFD platform designed for multidisciplinary design and optimization. Computational fluid dynamics (CFD) plays a crucial role in multiphysics system analysis, allowing for the simulation of fluid behavior and thermodynamic characteristics through advanced numerical models. Engineers leverage the Cadence Fidelity CFD platform for various design tasks, including propulsion, aerodynamics, hydrodynamics, and combustion, to enhance product efficiency while minimizing the need for costly and time-intensive physical testing. This robust Fidelity CFD platform offers a seamless end-to-end solution tailored for applications across aerospace, automotive, turbomachinery, and marine sectors. With its efficient workflows, massively parallel architecture, and cutting-edge solver technology, the platform delivers remarkable performance and accuracy, significantly boosting engineering productivity in addressing contemporary design challenges. Ultimately, Fidelity stands out by not only simplifying complex processes but also enabling engineers to innovate rapidly and effectively.

VSim is a sophisticated Multiphysics Simulation Software tailored for design engineers and research scientists who seek accurate solutions for complex challenges. Its exceptional integration of Finite-Difference Time-Domain (FDTD), Particle-in-Cell (PIC), and Charged Fluid (Finite Volume) methodologies ensures reliable outcomes across various applications, including plasma modeling. As a parallel software tool, VSim adeptly tackles large-scale problems, with simulations that execute rapidly thanks to algorithms optimized for high-performance computing environments. Renowned by researchers in over 30 countries and utilized by professionals across fields such as aerospace and semiconductor manufacturing, VSim guarantees results with verified accuracy that users can depend on. Developed by a dedicated group of computational scientists, Tech-X’s software has garnered thousands of citations in scientific literature, and VSim is prominently featured in many leading research institutions worldwide. Furthermore, its continued evolution reflects the commitment to meeting the ever-growing demands of modern scientific inquiry.

Ansys Lumerical Multiphysics serves as advanced software for simulating photonic components, allowing for the integrated design of these elements by effectively capturing the interplay of various multiphysics phenomena such as optical, thermal, electrical, and quantum well interactions, all within a cohesive design platform. Designed specifically for engineering workflows, this user-friendly product design software enhances the user experience, enabling quick design iterations and delivering in-depth insights into actual product performance. By merging real-time physics with precise high-fidelity simulations in an accessible interface, it promotes a shorter time-to-market for innovative designs. Among its key offerings are a finite element design environment, integrated multiphysics workflows, extensive material models, and robust automation and optimization capabilities. The suite of solvers and streamlined processes in Lumerical Multiphysics effectively reflects the complex interactions of physical effects, facilitating accurate modeling of both passive and active photonic components. This comprehensive approach not only enhances design efficiency but also leads to improved product reliability and performance evaluations.

samadii/em oftware that analyzes and calculates the electromagnetic field in 3d space using the Maxwell equation using vector FEM ad GPU computing. it provides electrostatics, magnetostatics as well and induction electronics, including the low-frequency and high-frequency ranges. samadii/em provides a multi-physics approach and high-performance electromagnetics simulation, with Samadii you can quickly address problems from semiconductors and displays to wireless communications, etc.

SplineCloud serves as a collaborative knowledge management platform aimed at enhancing the identification, formalization, and sharing of structured and reusable knowledge within the realms of science and engineering. This innovative platform allows users to systematically arrange their data into organized repositories, ensuring that it is easily discoverable and accessible. Among its features are tools like an online plot digitizer, which helps in extracting data from graphical representations, and an interactive curve fitting tool, enabling users to establish functional relationships within datasets through the application of smooth spline functions. Additionally, users have the capability to incorporate datasets and relationships into their models and calculations by directly accessing them via the SplineCloud API or employing open source client libraries compatible with Python and MATLAB. By supporting the creation of reusable engineering and analytical applications, the platform aims to minimize design process redundancies, safeguard expert knowledge, and enhance decision-making efficiency. Ultimately, SplineCloud stands as a vital resource for researchers and engineers seeking to optimize their workflows and improve knowledge sharing in their fields.

VISTA is a versatile seismic processing and quality control software designed for handling data from various sources, including land, offshore, and vertical seismic profiles. This desktop application facilitates the entire workflow of seismic data processing, starting from early acquisition quality checks to the final stages of interpretation for both 2D and 3D datasets, and is compatible with all industry-standard data formats. Users can effortlessly navigate through the processes and assess their datasets due to the software's interconnected displays. Additionally, it allows for the integration of custom algorithms via C++ or MATLAB SDK interfaces, enhancing its functionality. VISTA boasts sophisticated processing features, such as amplitude versus offset (AVO) analysis, angle of incidence (AVA) assessments, multicomponent data processing, and the analysis of both 2D and 3D vertical seismic profiles. Furthermore, it includes an advanced field package that offers comprehensive geometry quality control and poststack migration capabilities, making it a complete solution for seismic data management, from initial quality checks to prestack migration and time-depth imaging analysis. With VISTA, users can streamline their seismic analysis processes more efficiently than ever before.

Ansys RedHawk-SC stands as the industry's premier solution for voltage drop and electromigration multiphysics sign-off in digital designs, recognized for its reliability. Its advanced analytics swiftly uncover vulnerabilities and facilitate what-if scenarios to enhance both power efficiency and performance. The cloud-based framework of RedHawk-SC ensures it can efficiently manage full-chip analyses with remarkable speed and capacity. The signoff precision is validated by all leading foundries across all finFET nodes, including those down to 3nm. Through its sophisticated power analytics, Ansys RedHawk-SC supports the creation of robust, low-power digital designs without sacrificing performance, offering designers extensive methods to identify and rectify dynamic voltage drop issues. The trusted multiphysics signoff analysis provided by Ansys RedHawk-SC significantly mitigates project and technology risks. Additionally, its algorithms have been rigorously validated by major foundries for all finFET processes and have demonstrated success in countless tapeouts, further solidifying its reputation in the industry. As technology continues to evolve, the capabilities of Ansys RedHawk-SC will adapt to meet future challenges in digital design.

CUDA® is a powerful parallel computing platform and programming framework created by NVIDIA, designed for executing general computing tasks on graphics processing units (GPUs). By utilizing CUDA, developers can significantly enhance the performance of their computing applications by leveraging the immense capabilities of GPUs. In applications that are GPU-accelerated, the sequential components of the workload are handled by the CPU, which excels in single-threaded tasks, while the more compute-heavy segments are processed simultaneously across thousands of GPU cores. When working with CUDA, programmers can use familiar languages such as C, C++, Fortran, Python, and MATLAB, incorporating parallelism through a concise set of specialized keywords. NVIDIA’s CUDA Toolkit equips developers with all the essential tools needed to create GPU-accelerated applications. This comprehensive toolkit encompasses GPU-accelerated libraries, an efficient compiler, various development tools, and the CUDA runtime, making it easier to optimize and deploy high-performance computing solutions. Additionally, the versatility of the toolkit allows for a wide range of applications, from scientific computing to graphics rendering, showcasing its adaptability in diverse fields.

g.BSanalyze serves as an engaging platform designed for the processing and examination of multimodal biosignal data, primarily aimed at clinical research and life sciences. Having been available for over two decades, it has gained traction in more than 70 countries worldwide. This software stands out as the most extensive toolkit for analyzing both non-invasive and invasive functions and dysfunctions of the brain, heart, and muscles. Its excellence has been recognized with multiple international awards. The latest version boasts a plethora of new features, including topographic plots, Canonical Correlation Analysis (CCA), advanced filtering options, a cortiQ file importer, enhancements for Result2D, tools for Cortico-Cortical Evoked Potentials, as well as dedicated toolboxes for electrocorticography (ECoG) and transcranial magnetic stimulation (TMS), among others. Additionally, the package includes numerous sample biosignal datasets, such as those for P300, SSVEP, motor imagery, CSP BCIs, Tilt-Table, event-related potentials (EPs), multi-unit activity, continuous flow magnetic (CFM), cortico-cortical evoked potentials (CCEP), and ERD/ERS. Furthermore, it features an interactive and user-friendly graphical interface tailored for the analysis and documentation of EEG, ECoG, EOG, EMG, ECG, spike data, and various physical datasets, all within the MATLAB environment. Overall, g.BSanalyze offers a comprehensive solution for researchers and practitioners seeking to delve into the complexities of biosignal analysis.

Ansys Totem-SC stands out as the established and reliable leader in the realm of power noise and reliability validation for both analog and mixed-signal designs, utilizing a cloud-native elastic compute framework. Recognized as the benchmark solution for voltage drop and electromigration multiphysics sign-off at the transistor level, Ansys Totem-SC has proven its effectiveness across numerous tapeouts, leveraging a cloud-based infrastructure to provide the necessary speed and capacity for comprehensive full-chip assessments. Its accuracy in signoff has been validated by all major foundries, supporting advanced finFET technologies down to 3nm. This platform excels in power noise and reliability analysis specifically for analog mixed-signal intellectual property and fully custom designs. Moreover, it generates IP models that facilitate SOC-level power integrity signoff in conjunction with RedHawk-SC and develops compact chip models for power delivery networks applicable at both chip and system levels. The solution is not only industry-proven but also certified by foundries, making it a highly regarded choice for analog and mixed-signal electromigration and IR analysis. With Ansys Totem-SC, designers can confidently ensure the integrity and reliability of their power delivery systems throughout the design process.

Hitex GmbH offers SafeTpal, a versatile Safety & Security Suite tailored for the AURIX TC3xx microcontroller series, aimed at easing the complexities of embedded safety and security development. This suite is capable of supporting applications that meet rigorous standards including ISO 26262 ASIL-D and IEC 61508 SIL-3, alongside various security benchmarks such as ISO 21434, CERT-C, and MISRA-C. It integrates a set of qualified software components, including drivers, hardware abstraction layers (HAL), and bootloader/OTA packages, while also providing reference designs, training materials, comprehensive documentation, and adaptable service packages to facilitate every phase of the V-model: from conceptual design and architecture through to development, testing, validation, and final production. By adopting a modular structure, SafeTpal allows users to select only the necessary services and tools, maximizing efficiency and relevance. The suite incorporates essential drivers like SafeThal for HAL and SafeTpack for secure startup, along with HSP support for MATLAB/Simulink, board reference designs like SafeTdevboard and SafeTschematic, and consulting services that include SafeTstart, SafeTdev, and SafeTunittests. This comprehensive offering ensures that developers have all the resources they need to create robust and secure embedded systems.

The mesh significantly impacts the precision, convergence, and speed of a simulation. Ansys offers a suite of tools designed to create the most suitable mesh for delivering precise and efficient solutions. Their general-purpose, high-performance, automated, and intelligent meshing software is capable of generating the optimal mesh for accurate multiphysics solutions, ranging from straightforward automatic meshing to meticulously crafted mesh designs. The software incorporates smart defaults that simplify the meshing process, making it intuitive and effortless, while ensuring the necessary resolution to effectively capture solution gradients for reliable outcomes. Ansys’s meshing solutions cater to a wide variety of needs, from basic automated meshing techniques to advanced, custom meshing options. The available methods encompass a broad range of meshing techniques, including high-order and linear elements, as well as rapid tetrahedral and polyhedral meshes, alongside high-quality hexahedral and mosaic configurations. By leveraging Ansys's meshing capabilities, users can significantly minimize the time and resources required to achieve accurate simulation results, ultimately enhancing productivity and efficiency in their projects. Thus, the integration of Ansys meshing tools can transform the simulation process, leading to a more streamlined workflow and improved outcomes.

Refraction serves as a powerful code-generation tool tailored for developers, employing AI to assist in writing code. This innovative platform enables users to produce unit tests, documentation, refactor existing code, and much more. It supports code generation in 34 programming languages, including Assembly, C#, C++, CoffeeScript, CSS, Dart, Elixir, Erlang, Go, GraphQL, Groovy, Haskell, HTML, Java, JavaScript, Kotlin, LaTeX, Less, Lua, MatLab, Objective-C, OCaml, Perl, PHP, Python, R Lang, Ruby, Rust, Sass/SCSS, Scala, Shell, SQL, Swift, and TypeScript. With Refraction, thousands of developers globally are streamlining their workflows, utilizing AI to automate tasks such as documentation creation, unit testing, and code refactoring. This tool not only enhances efficiency but also allows programmers to concentrate on more critical aspects of software development. By leveraging AI, you can refactor, optimize, fix, and style-check your code effortlessly. Additionally, it facilitates the generation of unit tests compatible with various testing frameworks and helps clarify the intent of your code, making it more accessible for others. Embrace the capabilities of Refraction and transform your coding experience today.

With a focus on transforming your concepts into reality, Altair Compose facilitates data analysis, algorithm development, and model creation. This versatile environment is equipped for performing mathematical calculations, data manipulation, visualization, and script programming while also supporting debugging for repetitive tasks and process automation. Users can engage in a wide range of mathematical functions such as linear algebra, matrix manipulation, statistical analysis, differential equations, signal processing, control systems, polynomial fitting, and optimization techniques. The extensive collection of native CAE and test result readers streamlines system comprehension and integrates seamlessly with Altair Activate® to enhance model-based development for both multi-domain and system of systems simulations. Furthermore, Altair Embed® enriches the model-based design ecosystem with capabilities for automated code generation, which enables thorough testing and verification of embedded systems, ensuring reliability and performance in various applications. This comprehensive suite of tools empowers users to innovate and optimize their projects effectively.

ThingSpeak™ is a cloud-based analytics platform designed for the Internet of Things (IoT) that enables users to collect, visualize, and analyze real-time data streams. It offers immediate graphical representations of the information submitted by connected devices, making it easier to interpret data. Additionally, the platform allows users to run MATLAB® code, facilitating real-time analysis and processing of incoming data. Often utilized for developing prototypes and proof of concept IoT applications that necessitate analytical capabilities, ThingSpeak exemplifies the growing trend of interconnected devices. This trend, known as the Internet of Things (IoT), involves a multitude of embedded devices that connect to the Internet, enabling communication between devices and humans alike. These devices frequently send sensor data to cloud storage and computing systems, where it is analyzed to extract valuable insights, thanks to the affordability of cloud computing and the surge in device connectivity. As these technologies advance, the potential applications for IoT continue to expand, paving the way for innovative solutions across various industries.