Alternatives to DEP AIWorks
Compare DEP AIWorks alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to DEP AIWorks in 2026. Compare features, ratings, user reviews, pricing, and more from DEP AIWorks competitors and alternatives in order to make an informed decision for your business.
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1
UberCloud
Simr (formerly UberCloud)
Simr (formerly UberCloud) is a cutting-edge platform for Simulation Operations Automation (SimOps). It streamlines and automates complex simulation workflows, enhancing productivity and collaboration. Leveraging cloud-based infrastructure, Simr offers scalable, cost-effective solutions for industries like automotive, aerospace, and electronics. Trusted by leading global companies, Simr empowers engineers to innovate efficiently and effectively. Simr supports a variety of CFD, FEA and other CAE software including Ansys, COMSOL, Abaqus, CST, STAR-CCM+, MATLAB, Lumerical and more. Simr automates every major cloud including Microsoft Azure, Amazon AWS, and Google GCP. -
2
SOLIDWORKS
Dassault Systèmes
SOLIDWORKS is the industry-standard 3D CAD and product development solution, trusted by millions of designers and engineers worldwide. For over 30 years, SOLIDWORKS has empowered innovators to transform ideas into real, manufacturable products through intuitive modeling, simulation, and collaboration tools. The 2026 release introduces groundbreaking capabilities including AI-powered drawing automation, fastener recognition, and the AURA AI virtual companion. Integrated with the 3DEXPERIENCE platform, it enables seamless cloud collaboration and data-driven decision-making. From startups to global manufacturers, users rely on SOLIDWORKS to accelerate design cycles, improve accuracy, and reduce time to market. It’s the complete ecosystem for taking any product from concept to production. -
3
Cognitive Design
Cognitive Design Systems
Cognitive Design by CDS is a next-generation concurrent engineering platform for OEMs and Tier-1 suppliers in Aerospace, Defense, and Automotive. Powered by a proprietary implicit-geometry engine, it combines generative design (topology optimization, generative enclosure), manufacturing-driven constraints, simulation-driven analysis, and AI-powered design exploration in one unified platform. Engineers can generate and compare high-performance concepts faster, DfM constraints early (Casting, Machining, Metal AM), and automate repeatable workflows across entire product families — reducing time-to-design and eliminating late rework. Serving industry leaders across Japan, Europe, and the US.Starting Price: 12000€ -
4
RT-LAB
OPAL-RT TECHNOLOGIES
RT-LAB is OPAL-RT’s real-time simulation software combining performance and enhanced user experience. Fully integrated with MATLAB/Simulink®, RT-LAB offers the most complex model-based design for interaction with real-world environments. It provides the flexibility and scalability to achieve the most complex real-time simulation applications in the automotive, aerospace, power electronics, and power systems industries. Since its first application nearly 20 years ago on the Canadian Space Agency’s Canada Arm, RT-LAB has revolutionized the world of systems engineering, whether in space, on the ground or at sea. RT-LAB enables engineers and scientists to accelerate the development of new prototypes and to meet the most rigorous testing required by new and innovative technologies. RT-LAB handles everything, including code generation, with an easy-to-use interface. With just a few clicks of the mouse, a Simulink® model becomes an interactive real-time simulation application. -
5
Dymola
Dassault Systèmes
Dymola, dynamic modeling laboratory, is a complete tool for modeling and simulation of integrated and complex systems for use within automotive, aerospace, robotics, process and other applications. Rapidly solve complex multi-disciplinary systems modeling and analysis problems, using Dymola's best-in-class Modelica and simulation technology. Dymola is a complete environment for model creation, testing, simulation and post-processing. Dymola, Dynamic Modeling Laboratory, is a complete tool for modeling and simulation of integrated and complex systems for use within automotive, aerospace, robotics, process and other applications. Developed by domain specialists, these libraries are used in conjunction with Dymola or 3DEXPERIENCE Dymola Behavior Modeling to quickly and easily model and simulate the behavior of complex systems that span multiple engineering disciplines. FMI allows any modeling tool to generate C code or binaries representing a dynamic system model. -
6
Fidelity CFD
Cadence Design Systems
Accelerate engineering with the industry's only intuitive, comprehensive CFD platform for multidisciplinary design and optimization. Computational fluid dynamics (CFD) is an aspect of multiphysics system analysis that simulates the behavior of fluids and their thermodynamic properties using numerical models. Engineers use the Cadence Fidelity CFD platform design processes, such as propulsion, aerodynamics, hydrodynamics, and combustion, to improve and increase the efficiency of products by reducing time-consuming and expensive physical testing. Fidelity CFD platform provides an easy-to-use end-to-end CFD solution for multidisciplinary design and optimization, in applications such as aerospace, automotive, turbomachinery, and marine industries. The platform, with its streamlined workflows, massively parallel architecture, and state-of-the-art solver technology, provides unprecedented performance and accuracy and increases engineering efficiency for today’s design challenges. -
7
FLOW-3D
Flow Science
Optimize product designs and reduce time to market with FLOW-3D, a highly-accurate CFD software that specializes in solving transient, free-surface problems. FLOW-3D‘s complete multiphysics suite includes our state-of-the-art postprocessor, FlowSight. FLOW-3D provides a complete and versatile CFD simulation platform for engineers investigating the dynamic behavior of liquids and gas in a wide range of industrial applications and physical processes. FLOW-3D focuses on free surface and multi-phase applications, serving a broad range of industries including microfluidics, bio-medical devices, water civil infrastructure, aerospace, consumer products, additive manufacturing, inkjet printing, laser welding, automotive, offshore, energy and automotive. A uniquely powerful, multiphysics tool, FLOW-3D provides the functionality, ease-of-use and power that helps engineers advance their modeling objectives. -
8
Mindtree NxT
Mindtree
Differentiate your business with reimagined industrial operations powered from the edge to the cloud. Digital disruption is changing the way businesses design, produce and distribute products. Mindtree NxT helps businesses evolve next-gen processes and products by fusing design thinking with cutting-edge technologies including the Internet of Things (IoT) and AI/ML-led analytics for better decision-making. These solutions help businesses improve their digital agility and operations with preventive and predictive business actions, powered by digital twins and artificial intelligence. We leverage our deep domain expertise across manufacturing, mining, engineering & construction, energy & utilities, and the logistics industries to create innovative digital solutions using technologies such as IoT, AI/ML, geospatial, track & trace, vision analytics, AR/VR, edge & cloud computing to deliver differentiated business outcomes for our customers. -
9
MotorcycleMaker
IPG Automotive
MotorcycleMaker is a real-time simulation solution specifically tailored to the requirements relevant for the development and testing of motorized two-wheelers such as motorcycles, e-bikes, and scooters. It enables the accurate modeling of real-world test scenarios in the virtual world and increases the agility of development processes. In accordance with the automotive systems engineering approach, virtual test driving with MotorcycleMaker enables the seamless development, calibration, test, and validation of entire systems across the whole vehicle in realistic scenarios. MotorcycleMaker offers a high-performance, real-time capable vehicle model to build virtual prototypes already during early stages of the development process. Users have the option to replace components with their own models or hardware. -
10
CIVA
EXTENDE
CIVA is a comprehensive simulation and analysis software designed specifically for Non-Destructive Testing (NDT) applications, offering advanced tools for Ultrasonic Testing (UT), Eddy Current Testing (ECT), and Radiographic Testing (RT). It provides powerful modeling capabilities to simulate inspection processes, enabling users to predict and analyze the performance of NDT methods in a virtual environment before conducting real-world inspections. CIVA helps optimize inspection techniques, reduce costs, and improve reliability by simulating defect detection, characterizing material properties, and visualizing inspection scenarios in detail. Its user-friendly interface and robust computational algorithms make it an essential tool for industries such as aerospace, energy, and manufacturing, where safety and precision are paramount. With CIVA, engineers can evaluate inspection parameters, enhance defect detection reliability, and ensure compliance with industry standards. -
11
Simcenter Nastran
Siemens
Simcenter Nastran is a premier finite element method (FEM) solver for computational performance, accuracy, reliability and scalability. Simcenter Nastran includes powerful solutions for linear and nonlinear structural analysis, structural dynamics, acoustics, rotor dynamics, aeroelasticity, thermal analysis, and optimization. The advantage to having all these solutions available in a single solver is that input/output file formats are the same for all solution types, which greatly simplifies modeling processes. Available as a standalone enterprise solver or as an integrated solver in Simcenter 3D, Simcenter Nastran helps manufacturers as well as engineering suppliers in aerospace, automotive, electronics, heavy machinery, medical device, and other industries for their critical engineering computing needs so they can produce safe, reliable and optimized designs within ever shorter design cycles. -
12
TruckMaker
IPG Automotive
TruckMaker is a real-time simulation solution specifically tailored to the requirements relevant for the development and testing of heavy-duty vehicles such as trucks, construction vehicles, buses, semi-trucks, heavy-duty semi-trucks, and special vehicles. TruckMaker enables the accurate modeling of real-world test scenarios in the virtual world and increases the agility of development processes. In accordance with the automotive systems engineering approach, virtual test driving with TruckMaker enables the seamless development, calibration, testing, and validation of entire systems across the whole vehicle in realistic scenarios. TruckMaker offers a high-performance, real-time capable vehicle model to build virtual prototypes already during the early stages of the development process. Users have the option to replace components with their own models or hardware. -
13
XPS (eXtended Particle Simulations)
InSilicoTrials
XPS, or eXtended Particle Simulations, is a state-of-the-art Discrete Element Method simulation software developed by RCPE and distributed globally by InSilicoTrials for high-fidelity particle-based process simulation. Designed specifically for pharmaceutical applications, XPS accurately predicts powder and granular behavior, helping teams better understand, predict, and control pharmaceutical unit operations. It relies on advanced contact models to describe the flow behavior of granular materials and uses massively parallel algorithms optimized for modern GPUs to accelerate simulations, including simulations with up to 100 million particles. XPS helps pharmaceutical engineers assess process configurations in unprecedented detail, explore decision space virtually, reduce costly and time-consuming physical experiments, and support data-driven process development. -
14
Lumenaut
Lumenaut
The Lumenaut Excel software Add-In features a Monte Carlo Analysis Risk simulation, a Decision Tree, and a Parametric and Non-Parametric Statistics Software Analysis package, providing a power-packed set of tools for your business, engineering, industrial or scientific analysis right in Excel. Commercial use is permitted without restriction on features. Developing Lumenaut was a challenging and rewarding experience for us, it has been satisfying to know that our software is used by thousands of people to enrich their analysis and decision-making. The sales market no longer justifies costly further investment in major development of our product and so we are offering Lumenaut to the community for their use for free. -
15
NeST Performance Monitoring Tool
NeST Avionics
NeST provides a wide range of services to the aerospace industry to develop both ground-based and airborne systems. Our capabilities include development of software and hardware, verification and validation, simulation, continuous engineering, and reengineering. Performance Monitoring Tool (PMT) effectively monitors aircraft performance and fuel consumption to enable airlines to control their cost thus providing an added edge in a fiercely competitive market. A state-of-the-art Aircraft and Simulator data visualization tool developed by SimAuthor. We are authorized dealers for FlightViz. -
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Collimator
Collimator
Collimator is a modeling and simulation platform for hybrid dynamical systems. We allow engineers to design and test complex, mission critical systems in a way that is reliable, secure, fast and intuitive. Our customers are electrical, mechanical and control systems engineers who are using Collimator to increase productivity, improve performance and collaborate more effectively. They do this using our out of the box features including an intuitive block diagram graphical editor, Python blocks to develop custom algorithms, Jupyter notebooks to parametrize and optimize their systems, high performance computing in the cloud and role based access controls. -
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Aspherix
DCS Computing
Aspherix is a state-of-the-art Discrete Element Method platform designed to simulate particle behavior in diverse systems and provide high-precision process modeling for industrial and research applications. It offers comprehensive DEM simulation tools for analyzing granular materials, powders, bulk solids, cohesive particles, polydisperse materials, and particle interactions across a wide range of environments and processes. Aspherix gives users strong control over simulation data, integrates information from multiple sources, and supports seamless analysis across varied formats, helping teams optimize operations and drive product innovation through data-driven simulation. With user-friendly dashboards and real-time analytics, the platform helps engineers move from complex particle behavior to fast, actionable insights. -
18
DFMPro
DFMPro
DFMPro is a design-for-manufacturability software suite that integrates into major CAD environments (e.g., Creo Parametric, SOLIDWORKS, NX, CATIA V5) and helps engineers detect and resolve manufacturability issues early in the design process. It applies real-time design checks and recommendations for manufacturing, assembly, geometry, and cost, thus reducing rework and optimizing tolerances before parts reach production. The tool also includes a cost add-on module that continuously estimates expenses as designs evolve, evaluating materials, features, geometry, and manufacturing regions, and offers suggestions for cost reduction, standardization, and component reuse. DFMPro supports multiple manufacturing processes (injection molding, machining, casting, sheet metal, assembly) and industries (automotive, aerospace, medical devices, high-tech electronics). -
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QUINDOS
Hexagon Metrology
With different analysis packages available it is possible to measure anything from machined parts to gears, blades, screw compressors, camshafts and more on a wide range of CMMs. QUINDOS is the leading modular metrology software for complex geometries used in aerospace, energy, automotive, and engineering. Choose from a wide range of modules to build precise measurement applications. Design your application and customise the UI for your machine operators. Highly programmable for the most complex geometries, QUINDOS offers structured programming and the option to build a custom command library with UI support. Find out how Siemens AG Turbines use QUINDOS and I++ Simulator high-pressure blades to fully visualise production and measurement in a single step. See how BMT Aerospace uses QUINDOS and I++ Simulator to streamline production with a virtual measuring room for offline testing -
20
Simpack
Dassault Systèmes
Simpack is a general multibody system simulation (MBS) software enabling analysts and engineers to simulate the non-linear motion of any mechanical or mechatronic system. It enables engineers to generate and solve virtual 3D models in order to predict and visualize dynamic motion, coupling forces and stresses. Simpack is used primarily within the automotive, engine, HIL/SIL/MIL, power transmission, railway, and wind energy industrial sectors, but can be applied to any branch of mechanical engineering. Simpack simulation software is particularly well-suited to high frequency transient analyses, even into the acoustic range. Simpack was primarily developed to handle complex non-linear models with flexible bodies and harsh shock contact. -
21
Particleworks
Prometech Software
Particleworks is particle-based CAE and CFD software for simulating liquid and multiphase flows using the Moving Particle Simulation method. Its mesh-less solver and intuitive interface make the simulation process simple and fast, even for complex geometries with moving parts such as transmissions, electric motors, internal combustion engines, and other industrial systems. Unlike conventional mesh-based CFD, Particleworks discretizes the fluid domain automatically with particles, eliminating complex mesh generation and making it easier to analyze free-surface flow, splashing, sloshing, spraying, mixing, lubrication, cooling, oil behavior, water interaction, and highly viscous fluids. It provides one-stop GUI operation from pre-processing through post-processing, helping engineers set up models, run simulations, visualize results, and evaluate performance in a streamlined workflow. -
22
Abaqus
Dassault Systèmes
Today, product simulation is often being performed by engineering groups using niche simulation tools from different vendors to simulate various design attributes. The use of multiple vendor software products creates inefficiencies and increases costs. SIMULIA delivers a scalable suite of unified analysis products that allow all users, regardless of their simulation expertise or domain focus, to collaborate and seamlessly share simulation data and approved methods without loss of information fidelity. The Abaqus Unified FEA product suite offers powerful and complete solutions for both routine and sophisticated engineering problems covering a vast spectrum of industrial applications. In the automotive industry engineering work groups are able to consider full vehicle loads, dynamic vibration, multibody systems, impact/crash, nonlinear static, thermal coupling, and acoustic-structural coupling using a common model data structure and integrated solver technology. -
23
Ansys optiSLang
Ansys
Automatize your Simulation toolchain and connect to powerful algorithms of robust design optimization. Address your future needs of parametric and simulation driven virtual product development with Ansys optiSLang. Ansys optiSLang is a constantly evolving, leading-edge answer to the challenges posed by CAE-based Robust Design Optimization (RDO). Its state-of-the-art algorithms efficiently and automatically search for the most robust design configuration, eliminating the slow, manual process that used to define RDO. With optiSLang as your process integration and design optimization solution, you’ll make the right decisions sooner. Accelerate searches for the best and most robust design configuration by automating the search process with interactive visualization and AI technologies. State-of-the-art algorithms for design exploration, optimization, robustness and reliability analysis let you make better decisions with less effort using design optimization software. -
24
TAITherm
ThermoAnalytics
Simulate the complete range of heat transfer phenomena, from convection to radiation, storage to dissipation, and steady-state to dynamic and transient environmental influences. TAITherm thermal analysis software is as easy to use as it is powerful. It solves for solar and thermal radiation, convection, and conduction, including ever-changing environments. TAITherm removes the burden of complicated thermal simulations and ensures that your design will function optimally in real-world scenarios. TAITherm is used by thousands of engineers and teams around the globe. Our customers use TAITherm for an array of applications including the latest advancements in automotive, electronics, wearables, military technology, architecture, and more. Our customers are pushing the boundaries of new technology by increasing usability, safety, and effectiveness in their industries through thermal simulations and thermal analysis. -
25
AVEVA PRO/II Simulation
AVEVA
AVEVA PRO/II™ Simulation is a steady-state simulator that optimizes plant performance by improving process design, operational analysis, and performing engineering studies. AVEVA PRO/II Simulation optimizes plant performance by improving process design and operational analysis and performing engineering studies. Designed to perform rigorous heat and material balance calculations for a wide range of chemical processes, AVEVA PRO/II Simulation offers a wide variety of thermodynamic models to virtually every industry. Design new processes and evaluate alternate plant configurations for the most cost-effective operation. AVEVA PRO/II Simulation is now available via the cloud with on-demand access, seamless maintenance, and flexible usage. Take advantage of our strong support team with 15+ years of experience. AVEVA PRO/II Simulation optimizes plant performance by improving process design and operational analysis, and performing engineering studies. -
26
Nominal
Nominal
Explore, monitor, and enrich mission-critical hardware data, from every source, all in one secure platform. We equip engineering teams with tools to rapidly deploy resilient systems to explore, protect, connect, and power the world. Our platform informs rapid and reliable decisions in the most critical moments. We are united by a shared passion for transforming the most critical industrial industries - aerospace, defense, energy, and mobility - solving some of the world’s greatest challenges over the next decade and beyond. We seek out hard problems at places that matter, we solve them by shipping products that work today and scale for the needs of tomorrow. Engineers rely on our products to do their most complex work, which means they rely on us to build with care and precision. -
27
ILS
Inventory Locator Service
Maintenance, Repair and Overhaul companies of any size and market or product specialization rely on ILS (ILSmart) to ensure their unique full service or component, airframe and engine capabilities are marketed and available to the entire aviation industry. Aerospace MROs focused on commercial, GA/BA (General Aviation/Business Aviation) or Defense platforms depend on ILS to drive more demand and leverage Intelligence to ensure the best parts are sourced cost-effectively. Efficiently market and sell your Maintenance, Repair and Overhaul Services to the largest buyer community worldwide driving $5B+ in RFQs annually. Benefit from the latest Aerospace supply chain Insights and use advanced AI/ML selling tools to convert buyer demand into revenue. Create awareness and demand for your parts and services with Digital Advertising and Visibility options. Integrate your Supply Chain directly with the ILS Marketplace and qualify for Accredited Vendor Status. -
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nanoCAD Mechanica
nanoCAD
Mechanica is nanoCAD’s 2D drafting and 3D mechanical design module. It is based on an advanced parametric engine and works with a large library of standard parts. It enables users to carry out fast development of high-quality mechanical engineering drawings and project documentation. nanoCAD platform provides you with a full set of basic and advanced design tools for creating and editing 2D/3D objects. It offers multiple drawing and editing methods for most geometric elements. nanoCAD platform is the base on which you build a more powerful CAD system to your specifications. Mechanica extends the nanoCAD platform with an array of mechanical drawing and engineering calculation utilities coupled with a vast library of standard and user-defined parts. The synergy speeds up the parametric drafting process. Advanced tools for designing shafts and pipelines. Drawing projections made with engineering standards.Starting Price: $199 per year -
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USIM PAC
Caspeo
USIM PAC is a steady-state process modeling and simulation software to design, analyze and optimize industrial processes. In a single interface, USIM PAC performs mass balancing, modeling and simulation of all the streams and unit operations of your processing plant. USIM PAC is a unique engineering software. It relies on a detailed and configurable characterization of material. Thus, it is particularly suitable if you deal with solids and complex mixtures, difficult to describe as pure substances. Empower engineering decisions. Improve efficiency and profitability of your processing plant. Better, faster and safer. USIM PAC is a complete software platform for modeling and simulation of industrial processes. It performs simulation, data reconciliation, mass balancing, flowsheeting, equipment sizing, economic and environmental calculations and off-line process optimization in a single environment for the overall plant or part thereof. -
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CAESES
FRIENDSHIP SYSTEMS AG
CAESES® foundation is a powerful and flexible parametric 3D modeler. The main purpose: Robust variable geometry with fewer parameters. Create a clean and robust parametric geometry that is ideal for automated meshing and analysis. Integrate, launch and control your simulation runs. Let it be your flexible GUI for process automation incl. 3D post-processing. CAESES® offers integrated methods for automated design explorations and shape optimization. Optimize imported geometries by using the shape deformation and morphing techniques of CAESES. CAESES® is a command-driven platform that can be fully scripted and customized. Includes batch mode capabilities. Accelerate your shape optimization process by mapping the results of an adjoint flow analysis to the geometry parameters. Get your flexible CAESES model in just a few days! Customized to your needs and easy to use. No CAESES expertise required. -
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Simcenter STAR-CCM+
Siemens Digital Industries
Simcenter STAR-CCM+ is a multiphysics computational fluid dynamics (CFD) software for the simulation of products operating under real-world conditions. Simcenter STAR-CCM+ uniquely brings automated design exploration and optimization to the CFD simulation toolkit of every engineer. The single integrated environment includes everything from CAD, automated meshing, multiphysics CFD, sophisticated postprocessing, and design exploration. This allows engineers to efficiently explore the entire design space to make better design decisions faster. The additional insight gained by using Simcenter STAR-CCM+ to guide your design process ultimately leads to more innovative products that exceed customer expectations. Significantly improving a battery design across its whole operating range is a challenging task, and involves the simultaneous optimization of numerous parameters. Simcenter provides a complete simulation environment for the analysis and design of the electrochemical system. -
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SKY ENGINE AI
SKY ENGINE AI
SKY ENGINE AI is a fully managed 3D Generative AI platform that transforms how enterprises build Vision AI by producing high-quality synthetic data at scale. It replaces difficult, expensive real-world data collection with physics-accurate simulation, multispectrum rendering, and automated ground-truth generation. The platform integrates a synthetic data engine, domain adaptation tools, sensor simulators, and deep learning pipelines into a single environment. Teams can test hypotheses, capture rare edge cases, and iterate datasets rapidly using advanced randomization, GAN post-processing, and 3D generative blueprints. With GPU-integrated development tools, distributed rendering, and full cloud resource management, SKY ENGINE AI eliminates workflow complexity and accelerates AI development. The result is faster model training, significantly lower costs, and highly reliable Vision AI across industries. -
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LabVIEW
NI
LabVIEW offers a graphical programming approach that helps you visualize every aspect of your application, including hardware configuration, measurement data, and debugging. This visualization makes it simple to integrate measurement hardware from any vendor, represent complex logic on the diagram, develop data analysis algorithms, and design custom engineering user interfaces. With LabVIEW and NI DAQ hardware, you can build a custom measurement solution to visualize and analyze real-world signals to make data-driven decisions. Using LabVIEW and NI or third-party hardware, you can automate the validation of your product to meet challenging time-to-market and performance requirements. Working with LabVIEW, you can create flexible test applications that control multiple instruments and design user interfaces to optimize your manufacturing test throughput and operational cost. You can build industrial equipment and smart machines faster with LabVIEW.Starting Price: $453 per year -
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OPTIMICA Compiler Toolkit
MODELON
Modelon’s OPTIMICA Compiler Toolkit, the most advanced Modelica-based mathematical engine on the market, offers users a powerful solution for the automation, simulation and optimization of system behaviors throughout the model-based design cycle. Trusted as the compiler for Modelon Impact, OPTIMICA enables users to build multi-domain physical systems by choosing from thousands of available model components. OPTIMICA’s state-of-the-art solvers empower evaluation of complex physical systems – supporting transient simulations as well as steady-state computations and dynamic optimization. The sophisticated mathematical engine can manipulate and simplify models to improve performance and robustness, serving industries and applications ranging from automotive and active safety to energy and power plant optimization. To meet the increased need for regulating power in today’s energy market, start-up optimization of thermal power plants is a key industrial need. -
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Simcenter Flotherm
Siemens
With more than 34 years of development and user feedback, Simcenter Flotherm is the leading electronic cooling simulation software solution for electronic thermal analysis. It shortens development at IC package, PCB, and enclosure level through to large systems such as data centers. Improve electronics thermal management for reliability with fast, accurate electronics cooling CFD simulation from initial pre-CAD exploration to final verification. Simcenter Flotherm integrates with the electronics development workflow as a tool for thermal engineers to perform simulations and provide timely accurate results and feedback to other engineering functions. It supports thermal management, and simulation-based decision-making from early-stage architecture to final thermal design verification. This aids shortened development and also helps to eliminate risks of costly reliability-related warranty costs or any late-stage re-spins. -
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Fluidit
Fluidit
We are developing the basis for smart cities. Our cutting-edge hydraulic modeling portfolio is specifically designed to solve urban infrastructure issues creatively and analytically. We empower modelers, engineers, and decision-makers to simulate water and energy systems, prepare for the future and make the best decisions every day. We think that water and energy are inseparable. Fluidit has developed a state-of-art software suite that uniquely caters to the complex interactions of urban water and energy systems. Fluidit’s intuitive and highly flexible user interface is shared between all our products, ensuring quick learning no matter which software you grab. Learn one, know all of them. Focus your time and energy on analysis and problem solving, not on model building and simulations. Enjoy our streamlined model-building tools and ultra-fast simulations that help you complete modeling tasks efficiently. At the same time, the software intuitively expands your capabilities. -
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Geminus
Geminus
Geminus unleashes the power of predictive intelligence by intersecting AI and physics with multi-fidelity modeling. Our novel, first-principles AI translates the constraints of the physical world inside resilient predictive models. The Geminus platform leverages sparse data to quickly analyze the behavior of complex industrial systems, and precisely predict the impact of decisions that drive your business forward. The Geminus multi-fidelity approach fuses models with data, which enables you to create highly accurate surrogates over 1,000x faster than simulation. Only Geminus accurately quantifies model uncertainty, so you can be confident in your predictions and the decisions they inspire. Geminus compresses model creation time from months to hours requiring far fewer data and computes resources than traditional AI, or simulation methods. Models built on Geminus are infused with an understanding of the known behavior of real-world systems. -
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PhysicsX
PhysicsX
PhysicsX Platform is an AI-native engineering platform that unlocks the full potential of AI across design, manufacturing, and operations, enabling breakthroughs in performance, efficiency, and speed for some of the world’s most critical industrial sectors. It unifies simulation, physics AI, data, and engineering applications into a single software foundation that integrates natively with the tools engineers already use. It is purpose-built for the full product lifecycle, from early concept and design through manufacturing and operations, with AI built into the way engineering work is performed rather than added as a separate layer. PhysicsX enables enterprises to rapidly develop, deploy, and scale a new generation of AI tools across complex engineering workflows, helping teams train and deploy physics AI directly inside real-world design and production environments. -
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Simcenter Amesim
Siemens
Simcenter Amesim is a leading integrated, scalable mechatronic system simulation platform that allows design engineers to virtually assess and optimize the systems’ performance. This will boost overall systems engineering productivity from the early development stages until the final performance validation and controls calibration. It allows its users to focus on engineering, deliver accurate and actionable results, develop scalable models supporting the entire development cycle, improve collaboration and integrate system performance with other engineering disciplines. Simcenter Amesim is part of the Siemens Xcelerator portfolio, the comprehensive and integrated portfolio of software and services from Siemens Digital Industries Software. -
40
PARCview
dataPARC
Enable data-driven decision-making on the plant floor and across your enterprise. Improve your company’s decision-making and troubleshooting capabilities with our real-time manufacturing analytics software. PARCview provides a single source of truth for all your manufacturing data. Aggregate disparate data from machines and manufacturing systems such as ERP, MES, lab, & quality systems, to develop the insights that drive continuous improvement. Give your operators, engineers, & SMEs the power to develop data-driven solutions to your most challenging process issues. Give them PARCview – the most flexible, powerful, & easy-to-use industrial analytics toolkit available. -
41
OpenRoads ConceptStation
Bentley Systems
Jump-start your projects by rapidly creating conceptual designs and improving the decision-making process. OpenRoads ConceptStation offers roadway and bridge design capabilities to help road and land development engineers create intelligent models in context. Explore conceptual design options with real-world data and cost analysis to improve project results. Combine data acquisition, reality modeling, and conceptual design to help identify high-cost and high-risk items in the preliminary and planning design stages of your infrastructure projects. Assemble context data rapidly from a variety of sources, such as point clouds, 3D reality meshes, terrain data, images, and geospatial information to bring real-world settings to your project. Simplify 3D modeling with easy-to-use engineering sketching capabilities to quickly conceptualize road and bridge infrastructure. -
42
PolyWorks|Modeler
InnovMetric Software
PolyWorks|Modeler™ is a comprehensive reverse-engineering software solution that allows extracting optimal CAD entities, curves, surfaces, parametric sketches, and prismatic features, from polygonal models of digitized parts to serve as the starting point in your professional CAD modeling solution. The first step in a reverse-engineering workflow consists in transforming digitized point clouds into surface-based polygonal models, also called meshes. Polygonal models are more compact, more accurate, and less noisy than raw point clouds and are directly handled by industrial applications such as milling, 3D printing, and aerodynamic simulation. Adopt effective scanning methods that ensure quality and precision with real-time quality meshing technology. Fill holes, smooth and rebuild surfaces, clean boundaries, recover sharp edges, make surfaces watertight, and more. Extrude boundaries, offset surfaces, reconstruct fillets, perform Boolean operations with CAD models, and more. -
43
Creo Parametric
PTC
Creo Parametric has the core 3D modeling software strengths you’d expect from the industry leader, along with breakthrough capabilities in additive manufacturing, model based definition (MBD) , generative design, augmented reality, and smart connected design. Streamlined workflows and an intuitive user interface complete the picture. PTC’s developers created Creo Parametric as a sound foundation software that allows users the ability to expand deeper functionality with each component. As your products become more complex in its engineering, Creo offers expanded capabilities to meet your requirements. Every product isn’t made equal and your 3D CAD solution shouldn’t be either. Creo Parametric provides the broadest range of powerful yet flexible CAD 3D modeling software capabilities to accelerate the design of parts and assemblies. -
44
AVEVA Process Simulation
AVEVA
Design sustainable processes at the speed the market demands with the innovative, integrated platform that enables a circular, sustainable world. AVEVA Process Simulation brings agility to the entire process lifecycle of design, simulation, training, and operations to deliver the process side of the digital twin and accelerate the engineering cycle. Engineers can collaborate across disciplines in a single integrated platform to explore all dimensions of a potential design and quantify the impact on sustainability, feasibility, and profitability. Cut wasted effort by using the same simulation over all engineering phases with the process, fluid flow, and dynamics modes in a single model. Replace dozens of specialized programs with a single, easy-to-use interface so every engineer can see their impact. Build an agile engineering workflow with concurrent use by process, utility, control, and mechanical engineers. -
45
vampire
Metariver Technology Co.,Ltd
Vampire (Virtual Additive Manufacturing System) Additive manufacturing simulation (3D printing): is an engineering computing software that simulates the process of 3D printing to predict and analyze results and performs transient heat transfer analysis, deformation analysis by thermal expansion and prediction, and strength analysis of residual stress. Since 3D additive manufacturing technology often requires high cost and time for product manufacturing, it is essential to identify and respond to various problems in the manufacturing process in advance by applying analysis techniques suitable for the additive manufacturing process before manufacturing. Vampire provides key tools for building a smart preprocessing process for this mere purpose. -
46
FEATool Multiphysics
Precise Simulation
FEATool Multiphysics - "Physics Simulation Made Easy" - a fully integrated physics, FEA, and CFD simulation toolbox. FEATool Multiphysics is a fully integrated simulation platform with a unified interface for several Finite Element Analysis (FEA) and Computational Fluid Dynamics (CFD) multi-physics solvers, such as OpenFOAM, SU2 Code, and FEniCS. This uniquely allows for modeling coupled physics phenomena such as found in fluid flow, heat transfer, structural, electromagnetics, acoustics, and chemical engineering applications, within a single user-friendly interface. With these capabilities, FEATool Multiphysics has become trusted tool by engineers and researchers worldwide to accelerate innovation and quickly achieve results in the energy, automotive, semi-conductor, and process industries. -
47
OnScale Solve
OnScale
OnScale is the first Cloud Engineering Simulation platform. It combines powerful multiphysics solver technology with the limitless compute power of cloud supercomputers. With OnScale, engineers can run massive numbers of full 3D multiphysics simulations in parallel to create true Digital Prototypes digital representations of physical high-tech devices that capture the complete behavior of a device over its operating envelope. With OnScale Solve we want to provide you with an awesome Cloud Engineering Simulation experience that’s easy, powerful, and gets the job done. OnScale Solve is built to run on public and private cloud supercomputers and includes a functional web-based UI, an API to efficiently integrate into any design workflow, scripting languages to fully customize engineering simulations, and plugins to enhance its modeling capabilities. OnScale Solve gives engineers the simulation capability necessary to synthetically generate data to train sophisticated AI/ML algorithms.Starting Price: $4 -
48
Kombyne
Kombyne
Kombyne™ is an innovative new SaaS high-performance computing (HPC) workflow tool, initially developed for customers in the defense, automotive, and aerospace industries and academic research. It allows users to subscribe to a range of workflow solutions for HPC CFD jobs, from on-the-fly extract generation and rendering to simulation steering. Interactive monitoring and control are also available, all with minimal simulation disruption and no reliance on VTK. The need for large files is eliminated via extract workflows and real-time visualization. An in-transit workflow uses a separate process that quickly receives data from the solver code and performs visualization and analysis without interfering with the running solver. This process, called an endpoint, can directly output extracts, cutting planes or point samples for data science and can render images as well. The Endpoint can also act as a bridge to popular visualization codes. -
49
VSim
Tech-X
VSim is the Multiphysics Simulation Software used by design engineers and research scientists who require precise solutions for challenging problems. VSim’s unique combination of Finite-Difference Time-Domain (FDTD), Particle-in-Cell (PIC), and Charged Fluid (Finite Volume) methods deliver accurate results for a variety of situations, including plasma modeling. As a parallel software application, VSim can efficiently handle problems at scale, and simulations run quickly using algorithms designed for high-performance computing systems. Trusted by researchers in 30 countries, and used by engineers in industries from aerospace to semiconductor manufacturing, With documented accuracy, VSim provides results that users can trust. Created by a team of computational scientists, Tech-X’s code has been cited thousands of times in the scientific literature, and VSim can be found at many of the world’s top research institutions. -
50
BigML
BigML
Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform. Start making data-driven decisions today! No more wildly expensive or cumbersome solutions. Machine Learning that simply works. BigML provides a selection of robustly-engineered Machine Learning algorithms proven to solve real world problems by applying a single, standardized framework across your company. Avoid dependencies on many disparate libraries that increase complexity, maintenance costs, and technical debt in your projects. BigML facilitates unlimited predictive applications across industries including aerospace, automotive, energy, entertainment, financial services, food, healthcare, IoT, pharmaceutical, transportation, telecommunications, and more. Supervised Learning: classification and regression (trees, ensembles, linear regressions, logistic regressions, deepnets), and time series forecasting.Starting Price: $30 per user per month
