Alternatives to Parallel Domain Replica Sim
Compare Parallel Domain Replica Sim alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Parallel Domain Replica Sim in 2025. Compare features, ratings, user reviews, pricing, and more from Parallel Domain Replica Sim competitors and alternatives in order to make an informed decision for your business.
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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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WaveFarer
Remcom
WaveFarer is a high-fidelity radar simulator that accounts for multipath and scattering from structures and vehicles in the immediate environment of a radar system as well as key atmospheric and scattering effects for frequencies up to and beyond 100 GHz. Applications include simulation of automotive drive scenarios, indoor sensors, and far-field radar cross section (RCS). WaveFarer’s features enable fast and accurate analysis of scenarios with radars in close proximity to structures, targets, and other features in a simulated environment. WaveFarer is designed to support all applications relevant to the simulation and analysis of a radar system. For automotive radar, this includes evaluating radar sensor placement and target returns within a simulated drive scenario environment. For surveillance radar applications, this includes analysis of target radar cross section (RCS) and the impact of materials on results. -
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Bifrost
Bifrost AI
Quickly and easily generate diverse and realistic synthetic data and high-fidelity 3D worlds to enhance model performance. Bifrost's platform is the fastest way to generate the high-quality synthetic images that you need to improve ML performance and overcome real-world data limitations. Prototype and test up to 30x faster by circumventing costly and time-consuming real-world data collection and annotation. Generate data to account for rare scenarios underrepresented in real data, resulting in more balanced datasets. Manual annotation and labeling is an error-prone, resource-intensive process. Easily and quickly generate data that is pre-labeled and pixel-perfect. Real-world data can inherit the biases of conditions under which the data was collected, and generate data to solve for these instances. -
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MORAI
MORAI
MORAI offers a digital twin simulation platform that accelerates the development and testing of autonomous vehicles, urban air mobility, and maritime autonomous surface ships. Built with high-definition maps and a powerful physics engine, it bridges the gap between real-world and simulation test environments, providing all key elements for verifying autonomous systems, including autonomous driving, unmanned aerial vehicles, and unmanned ship systems. It provides a variety of sensor models, including cameras, LiDAR, GPS, radar, and Inertial Measurement Units (IMUs). Users can generate complex and diverse test scenarios from real-world data, including log-based scenarios and edge case scenarios. MORAI's cloud simulation allows for safe, cost-effective, and scalable testing, enabling multiple simulations to run concurrently and evaluate different scenarios in parallel. -
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Discover an open, scalable and modular virtual driving simulator that enables testing against a variety of objectives and performance requirements. Ansys VRXPERIENCE Driving Simulator Powered by SCANeR™ enables you to assemble scenarios, test software, consider vehicle dynamics and experience sensors within a virtual driving environment. It enables a fully virtual driving lab for analyzing performance results. VRXPERIENCE Driving Simulator offers an immersive simulated test-drive experience set within a representative world. Perform exhaustive safety assessments to drive millions of virtual miles in days and accelerate development by 1,000x compared to physical road-testing. As passenger automobiles become more digitalized and more autonomous, they require a wide range of advanced technologies that include sensors, such as cameras, radar and lidars, as well as embedded software supporting automated control systems.
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NVIDIA Isaac Sim
NVIDIA
NVIDIA Isaac Sim is an open source reference robotics simulation application built on NVIDIA Omniverse, enabling developers to design, simulate, test, and train AI-driven robots in physically realistic virtual environments. It is built atop Universal Scene Description (OpenUSD), offering full extensibility so developers can create custom simulators or seamlessly integrate Isaac Sim's capabilities into existing validation pipelines. The platform supports three essential workflows; large-scale synthetic data generation for training foundation models with photorealistic rendering and automatic ground truth labeling; software-in-the-loop testing, which connects actual robot software with simulated hardware to validate control and perception systems; and robot learning through NVIDIA’s Isaac Lab, which accelerates training of behaviors in simulation before real-world deployment. Isaac Sim delivers GPU-accelerated physics (via NVIDIA PhysX) and RTX-enabled sensor simulation.Starting Price: Free -
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Anyverse
Anyverse
A flexible and accurate synthetic data generation platform. Craft the data you need for your perception system in minutes. Design scenarios for your use case with endless variations. Generate your datasets in the cloud. Anyverse offers a scalable synthetic data software platform to design, train, validate, or fine-tune your perception system. It provides unparalleled computing power in the cloud to generate all the data you need in a fraction of the time and cost compared with other real-world data workflows. Anyverse provides a modular platform that enables efficient scene definition and dataset production. Anyverse™ Studio is a standalone graphical interface application that manages all Anyverse functions, including scenario definition, variability settings, asset behaviors, dataset settings, and inspection. Data is stored in the cloud, and the Anyverse cloud engine is responsible for final scene generation, simulation, and rendering. -
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Various sensors, such as LiDAR, cameras and radar collect environmental data surrounding the vehicle. Using sensor fusion technology perception algorithms can determine in real time the type, location, velocity and orientation of objects on the road. This autonomous perception system is backed by both Baidu’s big data and deep learning technologies, as well as a vast collection of real world labeled driving data. The large-scale deep-learning platform and GPU clusters. Simulation provides the ability to virtually drive millions of kilometers daily using an array of real world traffic and autonomous driving data. Through the simulation service, partners gain access to a large number of autonomous driving scenes to quickly test, validate, and optimize models with comprehensive coverage in a way that is safe and efficient.
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Urbiverse
Urbiverse
Urbiverse helps you make smarter strategic decisions about urban mobility and logistics with AI‑driven simulations, synthetic data solutions, real‑time what‑if analysis, and optimized fleet sizing and infrastructure planning. It enables operators to forecast demand based on historical data, events, seasonal trends and real‑time analytics; simulate scenarios to determine the impact of new ride‑sharing, bike‑sharing, cargo‑bike or fleet‑size programs on traffic, user satisfaction, environmental goals, profitability and costs; evaluate financial implications under various tender conditions; optimize fleet distribution, operations management and micromobility parking; and combine real‑time and historical data to allocate resources efficiently across different vehicle types, empowering mobility operators and planners to move from guesswork to data‑driven decisions. Urbiverse processes millions of trips, supports infrastructure planning, and empowers urban fleet planners to test scenarios. -
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SimuPACT
SimGenics
SimuPACT is an advanced simulation platform that enables rapid development of high-fidelity, full-scope power and process plant simulators with modern, intuitive graphical tools and a powerful integrated architecture that supports engineering analysis, operator training, and control system checkout on the same platform without extra cost. It embraces the latest software technologies and engineering strategies to deliver higher accuracy and faster simulator creation, with configurable modelling tools, solvers, and extensive libraries for electrical networks, multi-phase flows, logic and control networks, sensors, actuators, mechanical systems, and materials handling, and it integrates seamlessly with distributed control system (DCS) emulation and third-party systems using standard protocols. SimuPACT also includes a flexible instructor station that lets users configure simulations, initiate malfunctions, manage scenarios, and review trainee performance. -
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MIMIC Simulator
Gambit Communications
MIMIC Simulator creates a real world lab environment, with 100,000 devices, at a fraction of the cost of physical equipment. It provides an interactive hands-on lab for quality assurance, development, sales presentation, evaluation, deployment and training of enterprise management applications. Users create a customizable virtual environment populated with simulated IoT sensors and gateways, routers, hubs, switches, WiFi/WiMAX/LTE devices, probes, cable modems, servers and workstations. MIMIC Web Simulator creates a virtual lab with hundreds of simulated web servers. It allows you to easily develop and test. A Powerful Network Environment Simulator. For scalable, extensible and configurable testing, demo and development tools. -
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MAK ONE
MAK Technologies
A powerful and flexible Computer Generated Forces (CGF) platform to fill your synthetic environments with urban, battlefield, maritime, and airspace activity. VR-Engage lets users play the role of a first-person human character; a ground vehicle driver, gunner, or commander; or the pilot of a fixed-wing aircraft or helicopter. Game-like visual quality in a high-performance image generator. Designed by modeling & simulation experts for training and simulation projects. Physically accurate sensors, model the physics of light in any wavelength to represent electro-optical, night-vision, and infrared sensors. Applications that let you model, simulate, visualize, and participate in whole-earth multi-domain simulations. Multi-domain computer-generated forces. Multi-role virtual simulator. Image generator & battlefield visualization. EO, IR, and NVG imaging sensors. Synthetic aperture radar simulation. -
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Datomize
Datomize
Our AI-powered data generation platform enables data analysts and machine learning engineers to maximize the value of their analytical data sets. By leveraging the behavior extracted from existing data, Datomize enables users to generate the exact analytical data sets needed. Equipped with data that comprehensively represent real-world scenarios, users can now gain a far more accurate reflection of reality and make much better decisions. Extract superior insights from your data and develop state-of-the-art AI solutions. Datomize’s AI-powered, generative models create superior synthetic replicas by extracting the behavior from your existing data. Advanced augmentation capabilities enable limitless resizing of your data, while dynamic validation tools visualize the similarity between original and replicated data sets. Datomize’s data-centric approach to machine learning addresses the primary data constraints of training high-performing ML models.Starting Price: $720 per month -
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MapleSim
Waterloo Maple
From digital twins for virtual commissioning to system-level models for complex engineering design projects, MapleSim is an advanced modeling tool that helps you reduce development time, lower costs, and diagnose real-world performance issues. Remove vibrations with better control code, not hardware upgrades. Diagnose root-cause performance issues with detailed simulation results. Validate new design performance before physical prototyping. MapleSim is an advanced system-level modeling and simulation tool that applies modern techniques to dramatically reduce model development time, provide greater insight into system behavior, and produce fast, high-fidelity simulations. Scale and connect as the needs of your simulations grow more complex. Take your designs further with our flexible modeling language. Combine components across different domains in a virtual prototype. Solve tough machine performance problems. -
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Fieldscale
Fieldscale
36% decrease in power consumption of the end product, with an optimized sensor design. Acceleration in their R&D efforts by being able to test hundreds of different sensor components and design variations simultaneously. Ability to identify design flaws in a matter of hours instead of weeks, and thus reducing the time-to-market for new products. Its cutting-edge algorithms are integrated within a simple, intuitive user environment to support the effortless design of great touch screen products. Fieldscale solvers expand the boundaries of electric simulation as we know them today, enabling very complex simulations. With thousands or even millions of analyses and different scenarios and get the results the same day. Fieldscale finally enables the possibility for you to realize optimal design easier and faster than your competitors. -
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ProModel
ProModel
ProModel is a discrete-event simulation technology that is used to plan, design and improve new or existing manufacturing, logistics and other operational systems. It empowers you to accurately represent real-world processes, including their inherent variability and interdependencies, in order to conduct predictive analysis on potential changes. Optimize your system around your key performance indicators. Create a dynamic, animated computer model of your business environment from CAD files, process or value stream maps, or Process Simulator models. Clearly see and understand current processes and policies in action. Brainstorm using the model to identify potential changes and develop scenarios to test improvements which will achieve business objectives. Run scenarios independently of each other and compare their results in the Output Viewer developed through the latest Microsoft® WPF technology. -
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ProModel Optimization Suite
ProModel
ProModel is a discrete-event simulation technology that is used to plan, design and improve new or existing manufacturing, logistics and other operational systems. It empowers you to accurately represent real-world processes, including their inherent variability and interdependencies, in order to conduct predictive analysis on potential changes. Optimize your system around your key performance indicators. Create a dynamic, animated computer model of your business environment from CAD files, process or value stream maps, or Process Simulator models. Clearly see and understand current processes and policies in action. Brainstorm using the model to identify potential changes and develop scenarios to test improvements which will achieve business objectives. Run scenarios independently of each other and compare their results in the Output Viewer developed through the latest Microsoft® WPF technology. -
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Cognata
Cognata
Cognata delivers full product lifecycle simulation for ADAS and autonomous vehicle developers. Automatically-generated 3D environments and realistic AI-driven traffic agents for AV simulation. Autonomous vehicles ready-to-use scenario library and simple authoring to create millions of AV edge cases. Closed-loop testing with painless integration. Configurable rules and visualization for autonomous simulation. Measured and tracked performance. Digital twin grade 3D environments of roads, buildings, and infrastructure that are accurate down to the last lane marking, surface material, and traffic light. A global, cost-effective, and efficient architecture built for the cloud from the beginning. Closed-loop simulation or integration with your CI/CD environment are a few clicks away. Enables engineers to easily combine control, fusion, and vehicle models with Cognata’s environment, scenario, and sensor modeling capabilities. -
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Ansys Twin Builder
Ansys
An analytics-driven, simulation-based digital twin is a connected, virtual replica of an in-service physical asset — in the form of an integrated multidomain system simulation —that mirrors the life and experience of the asset. Hybrid digital twins enable system design and optimization and predictive maintenance, and they optimize industrial asset management. By implementing Ansys Twin Builder, you can improve top-line revenue, manage bottom-line costs and both gain and retain a competitive advantage. Ansys Twin Builder enables you to quickly create a digital twin–a connected replica of an in-service asset. This allows for enhanced lifecycle management and true predictive maintenance, saving costs to help maintain a competitive advantage. -
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Synetic
Synetic
Synetic AI is a platform that accelerates the creation and deployment of real-world computer vision models by automatically generating photorealistic synthetic training datasets with pixel-perfect annotations and no manual labeling required, using advanced physics-based rendering and simulation to eliminate the traditional gap between synthetic and real-world data and achieve superior model performance. Its synthetic data has been independently validated to outperform real-world datasets by an average of 34% in generalization and recall, covering unlimited variations like lighting, weather, camera angles, and edge cases with comprehensive metadata, annotations, and multi-modal sensor support, enabling teams to iterate instantly and train models faster and cheaper than traditional approaches; Synetic AI supports common architectures and export formats, handles edge deployment and monitoring, and can deliver full datasets in about a week and custom trained models in a few weeks. -
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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. -
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AWS SimSpace Weaver
Amazon
Learn how to scale your simulation across instances without the hassle of managing them. AWS SimSpace Weaver makes it easier to build and run large-scale spatial simulations in the cloud, letting AWS manage the scale and complexity so you can focus on building. Understand possible real-world outcomes and visualize immersive environments with massive, city-scale 3D simulations. Increase the size, complexity, and number of objects in your simulations, distributed across instances fully managed by SimSpace Weaver. Avoid time-consuming challenges surrounding data management, replication, and time synchronization across servers. Integrate seamlessly with popular development toolkits and simulation engines, such as Unreal Engine and Unity. Create millions of dynamic entities with unique behavior models in virtual environments that are representative of the real world. Simulate traffic patterns, public transportation networks, or supply chain infrastructure for entire cities or countries.Starting Price: $6.08 per hour -
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CarMaker
IPG Automotive
CarMaker is a simulation solution specifically designed for the development and seamless testing of cars and light-duty vehicles across all development stages (MIL, SIL, HIL, VIL). It offers a high-performance, real-time capable vehicle model to build virtual prototypes early in the development process. All components can be replaced with customer-specific models or hardware. By combining the virtual prototype with an adaptive driver model, a complex traffic model, and a detailed road and environment model, automated and reproducible tests are possible at any time. The well-structured user interface guarantees easy parameterization. CarMaker's new visualization tool, Movie NX, enables photorealistic simulation of scenarios. Thanks to light and weather effects, real scenarios in the virtual world may take place at any time of day and during any season. Built-in camera models with HDR capability allow for realistic testing of camera systems. -
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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. -
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RoboLogix
Logic Design Inc.
RoboLogix is a state-of-the-art robotics simulation software package that is designed to emulate real-world robotics applications. With RoboLogix, you teach, test, run, and debug programs that you have written yourself using a five-axis industrial robot in a wide range of practical applications. These applications include pick-and-place, palletizing, welding, and painting, and allow for customized environments so that you can design your own robotics application. With RoboLogix, the user can run the simulator to test and visually examine the execution of robot programs and control algorithms. RoboLogix is ideal for students as well as robot designers and engineers. It is the only robotics simulation tool that provides engineering-level simulation at such an affordable price. The simulation software allows for verification of the reachability, travel ranges, and collisions.Starting Price: $295 one-time payment -
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AWS RoboMaker
Amazon
AWS RoboMaker is a cloud-based simulation service that enables robotics developers to run, scale, and automate simulations without managing any infrastructure. It allows for cost-effective scaling and automation of simulation workloads, supports large-scale and parallel simulations with a single API call, and facilitates the creation of user-defined, randomized 3D virtual environments. Developers can perform automated regression testing within a continuous integration and continuous delivery pipelines, train reinforcement learning models through extensive iterative trials, and connect multiple concurrent simulations to fleet management software for comprehensive testing. By integrating with AWS machine learning, monitoring, and analytics services, AWS RoboMaker enables robots to stream data, navigate, communicate, comprehend, and learn. Connect multiple concurrent simulations to your fleet management software for testing. -
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Creator
Presagis
Natively based on OpenFlight, the most widespread industry standard for 3D simulation models, Creator is the original software for creating optimized 3D models for use in your virtual environment. Designed specifically for simulation applications, Creator is the industry-standard software in the creation of optimized 3D models for real-time virtual environments. Content creators are constantly challenged to produce more models with higher detail, increased realism, and improved performance. Using a rich set of tools, content creators can build models from scratch, edit or import existing ones, and enhance objects for use in sensor-capable simulations. With full control of the modeling process, Creator allows you to quickly generate highly optimized and physically accurate 3D models with varying levels of detail. With complete interactive control of your models from database level to a single vertex attribute, Creator lets you develop models faster and with more control than ever. -
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OneView
OneView
Working exclusively with real data creates significant challenges for machine learning model training. Synthetic data enables limitless machine learning model training, addressing the drawbacks and challenges of real data. Boost the performance of your geospatial analytics by creating the imagery you need. Customizable satellite, drone, and aerial imagery. Create scenarios, change object ratios, and adjust imaging parameters quickly and iteratively. Any rare objects or occurrences can be created. The resulting datasets are fully-annotated, error-free, and ready for training. The OneView simulation engine creates 3D worlds as the base for synthetic satellite and aerial images, layered with multiple randomization factors, filters, and variation parameters. The synthetic images replace real data for remote sensing systems in machine learning model training. They achieve superior interpretation results, especially in cases with limited coverage or poor-quality data. -
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Snowglobe
Snowglobe
Snowglobe is a high-fidelity simulation engine that helps AI teams test LLM applications at scale by simulating real-world user conversations before launch. It generates thousands of realistic, diverse dialogues by creating synthetic users with distinct goals and personalities that interact with your chatbot’s endpoints across varied scenarios, exposing blind spots, edge cases, and performance issues early. Snowglobe produces labeled outcomes so teams can evaluate behavior consistently, generate high-quality training data for fine-tuning, and iteratively improve model performance. Designed for reliability work, it addresses risks like hallucinations and RAG fragility by stress-testing retrieval and reasoning in lifelike workflows rather than narrow prompts. Getting started is fast: connect your bot to Snowglobe’s simulation environment and, with an API key for your LLM provider, run end-to-end tests in minutes.Starting Price: $0.25 per message -
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SIMulation Workbench
Concurrent Real-Time
Hardware-in-the-loop simulation is a trusted, cost-effective alternative for executing tests on actual equipment. It is ideal for proving designs and performing tests of complex equipment such as in automobiles, airplanes, missiles, satellites, rockets and locomotives. Testing is executed in a virtual test scenario instead of on the road or in real-devices. Much of the test environment is replaced by mathematical models, so components can be inserted into a closed loop. This makes for tests that are reproducible, systematic and fast, as well as more reliable. Concurrent hardware-in-the-loop simulation solutions feature the SIMulation Workbench real-time modeling environment running on the RedHawk Linux operating system. SIMulation Workbench provides a complete framework that makes it easy to develop and execute hardware-in-the-loop simulations in real-time. -
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SOLIDWORKS Simulation
SolidWorks
Subject your designs to real world conditions to raise product quality while reducing prototyping and physical testing costs. SOLIDWORKS® Simulation is an easy-to-use portfolio of structural analysis tools that use Finite Element Analysis (FEA) to predict a product’s real-world physical behavior by virtually testing CAD models. The portfolio provides linear, non-linear static and dynamic analysis capabilities. SOLIDWORKS Simulation Professional enables you to optimize your design, determine product mechanical resistance, product durability, topology, natural frequencies, and test heat transfer and buckling instabilities. It can also perform sequential multi-physics simulations. SOLIDWORKS Simulation Premium lets you efficiently evaluate your designs for nonlinear and dynamic response, dynamic loading, and composite materials. SOLIDWORKS Simulation Premium includes three advanced studies: Non-Linear Static, Non-Linear Dynamic, and Linear Dynamics. -
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Gazebo
Gazebo
Gazebo is an open source robotics simulator that provides high-fidelity physics, rendering, and sensor models for developing and testing robot applications. It supports multiple physics engines, including ODE, Bullet, and Simbody, enabling accurate dynamics simulation. Gazebo offers advanced 3D graphics through rendering engines like OGRE v2, delivering realistic environments with high-quality lighting, shadows, and textures. It includes a wide array of sensors, such as laser range finders, 2D/3D cameras, IMUs, GPS, and more, with the ability to simulate sensor noise. Users can develop custom plugins for robot, sensor, and environment control, and interact with simulations via a plugin-based graphical interface powered by Gazebo GUI. Gazebo provides access to numerous robot models, including PR2, Pioneer2 DX, iRobot Create, and TurtleBot, and allows users to build new models using SDF.Starting Price: Free -
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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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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. -
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E-Hub NDI
Applied Computing & Engineering
e-hub NDI is the acronym of Engineering hub for Non-Destructive Inspection. The software is a flexible platform for a variety of manufacturing inspection needs. Design & Simulate in software, then generate the program for the robot controller. e-hub NDI is an offline simulation and programming software for robotic non-destructive testing. The sensor performing the inspection may or may not be in contact with the part to be inspected. -
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Mentice
Mentice
Mentice is a leading provider of high-fidelity virtual reality, simulators for image-guided interventional therapies. Their flagship product, the VIST G7 and G7+, is an image-guided procedural VR trainer for clinicians and medical professionals. This simulator offers a wide range of training modules and utilizes Haptic Realism technology for unmatched force range and accuracy. It provides an ideal environment for procedural training, patient-specific simulation, and skills assessment. When combined with the VIST Virtual Patient and leading angio systems, it offers the most realistic simulation for interventional procedures available. In its top configuration (VIST G7+), the system allows for simultaneous manipulation of up to five devices in parallel for advanced interventional techniques such as bifurcation stenting, balloon-assisted coiling, and buddy wires. Mentice also offers the Neurovascular Essentials learning module, a comprehensive and fully-guided curriculum. -
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NVIDIA Air
NVIDIA
Data center infrastructure is growing in complexity and requires efficient solutions that simplify network operations. NVIDIA Air enables cloud-scale efficiency by creating identical replicas of real-world data center infrastructure deployments. NVIDIA Air allows users to model data center deployments with full software functionality, creating a digital twin. Transform and streamline network operations by simulating, validating, and automating changes and updates. Create 1-for-1 virtual data center replicas with hundreds of switches and servers. Deploy with confidence through the automation of patches and security updates. Share simulations with colleagues and enhance your training and skill transfer. Get access to key NVIDIA networking software through Air without paying a dime. NVIDIA Air runs in the cloud and supports the simulation of the Cumulus Linux and SONiC network operating systems, as well as the NetQ network operations toolset. -
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Virtual REX
FishEye
Electromagnetic sensors include a “front-end” that generates and receives the electromagnetic waves through a subsystem known as a Receiver/EXciter (REX). They also include a “back-end” that performs signal and data processing, typically implemented in software. These separate subsystems must be designed and developed separately, then integrated together. The development of the overall sensor is slowed and complicated by the problems that show up for the first time at integration testing. This is due in large part to the interdependencies of these subsystems that cannot be effectively tested during development. Later, software patches, configuration upgrades, waveform changes, and technology refresh become substantially more expensive because they can only be verified by traveling to the operational site to connect with the actual front-end hardware. The Virtual Receiver/EXciter (VREX) addresses these challenges through the use of a simulated front-end. -
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Ansys Optics
Ansys
Modeling light propagation and its impact is crucial for measuring product performance and human comfort, perception and safety. Ansys Optics uniquely simulates a system’s optical performance and evaluates the final illumination effect, predicts and validates the impact of lighting and material variations on appearance and perceived quality all in real conditions. Visualize your product before it exists to deliver the ultimate virtual customer experience. Let Ansys Optics & optical simulation software lead you to the best solution, no matter the style of your project. The software easily solves complex optical problems and refines visual appearance for perceived quality. Significantly elevate final product quality with true-to-life visual experiences and combine design and engineering processes into a single, connected workflow. Prepare and appraise virtual prototypes of a cockpit HMI in a real-time, immersive environment. -
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GE Digital Twin
GE Digital
Apply advanced analytics and machine learning to reduce operational costs and risks. Digital twins are a key piece of the digital transformation puzzle. They create an accurate virtual replica of physical objects, assets, and systems to boost productivity, streamline operations and increase profits. Digital Twin is most commonly defined as a software representation of a physical asset, system or process designed to detect, prevent, predict, and optimize through real time analytics to deliver business value. At GE Digital, we are focused on how digital twin software can help our customers across three core areas: Asset, Network, and Process. Monitor, simulate and control an asset, process or network as an effective strategy to improve system performance. Protect the health and safety of employees, the environment, and business objectives, by reducing asset- and process-related incidents and avoiding unplanned downtime. -
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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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KopiKat
KopiKat
KopiKat is a revolutionary data augmentation tool that improves the accuracy of AI models without changing the network architecture. KopiKat extends standard methods of data augmentation by creating a new photorealistic copy of the original image while preserving all essential data annotations. You can change the environment of the original images, such as weather, seasons, lighting conditions, etc. The result is a rich model whose quality and diversity are superior to those produced using traditional data augmentation techniques.Starting Price: 0 -
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RNDGen
RNDGen
RNDGen Random Data Generator is a free user-friendly tool for generate test data. The data creator uses an existing data model and customizes it to create a mock data table structure for your needs. Random Data Generator also known like json generator, dummy data generator, csv generator, sql dummy or mock data generator. Data Generator by RNDGen allows you to easily create dummy data for tests that are representative of real-world scenarios, with the ability to select from a wide range of fake data details fields including name, email, location, address, zip and vin codes and many others. You can customize generated dummy data to meet your specific needs. With just a few clicks, you can quickly generate thousands of fake data rows in different formats, including CSV, SQL, JSON, XML, Excel, making RNDGen the ultimate tool for all your data generation needs instead of standard mock datasets.Starting Price: Free -
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ProcessModel
ProcessModel
ProcessModel is a simulation software designed to map and analyze complex processes, systems, and workflows. It is widely used in various industries, including manufacturing, healthcare, logistics, finance, and many others. It has an intuitive, and easy-to-use interface. Users can create process flow diagrams by simply dragging and dropping objects onto the canvas. ProcessModel has a powerful simulation engine that allows users to model and simulate complex processes in a virtual environment. The simulation engine can simulate both discrete and continuous processes and can be used to model both simple and complex systems. ProcessModel can optimize the process by finding the best combination of parameters to achieve specific goals. This allows users to identify the most cost-effective and efficient process designs. Scenario analysis is another useful feature that allows users to simulate multiple scenarios and compare the results to identify the most effective solution.Starting Price: $1,656 / Year / User -
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Palladyne IQ
Palladyne AI
Palladyne IQ is a closed-loop autonomy software platform that adds human-like reasoning, adaptability, and autonomy to industrial robots, cobots, and other robotic platforms. It enables robots to observe, learn, reason, and act, processing data locally (“edge computing”) using multimodal sensor inputs (vision, LiDAR, radar, acoustic, etc.), allowing machines to perceive their environment, learn new tasks from a few human-guided demonstrations (often just 1–5), and dynamically adapt to changes or unexpected conditions. Rather than rigid pre-programmed routines, robots powered by Palladyne IQ can autonomously determine optimal actions in real time and complete complex, variable tasks such as pick-and-place, parts sequencing, product assembly, quality-control inspection, surface preparation (grit blasting, sanding, hydroblasting), and maintenance operations. -
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Ansys Cloud Direct
Ansys
Access Ansys Cloud Direct anywhere, anytime to obtain endless simulation capabilities compatible with most Ansys solvers. Engineering simulation has long been constrained by fixed computing resources available on a desktop or cluster. Ansys Cloud provides access to on-demand, cloud-based computing resources, including both interactive workstations and HPC clusters, for faster, high-fidelity results offering greater performance insight. Ansys Cloud increases simulation throughput by removing the hardware barrier. Ansys Cloud Direct is a scalable and cost-effective approach to HPC in the cloud. To leverage the combined benefits of cloud computing and best-in-class engineering simulation, Ansys partnered with Microsoft® Azure™ to create a secure cloud solution. Within Ansys Mechanical, Ansys Fluent, Ansys Electronics Desktop, Ansys SPEOS, Ansys Discovery, Ansys LS-Dyna, Ansys LST, Ansys CFX and Ansys Lumerical, you can easily access HPC in the cloud directly from the applications -
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vsTASKER
VirtualSim
By combining visual paradigm and code generation, it is even easier than before to design new models, define bespoke behaviors, assign plans to specific entities and create all kind of scenarios, from a simple test-bed to the most complex distributed trainer. vsTASKER allows study, animation, and visualization of any size and complexity of scenarios. Using graphical paradigm and automatic C++ code generation, user can build a simulator with unmatched simplicity. vsTASKER does not limit to any particular field. vsTASKER provides unprecedented mechanisms to tailor your synthetic environment, either from a simple 2D plan map to the most complex 3D game like environment. Once you have understood the concepts, testing a scenario or developing a system becomes so straightforward you will wonder how you did before. -
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COMSOL Multiphysics
Comsol Group
Simulate real-world designs, devices, and processes with multiphysics software from COMSOL. General-purpose simulation software based on advanced numerical methods. Fully coupled multiphysics and single-physics modeling capabilities. Complete modeling workflow, from geometry to postprocessing. User-friendly tools for building and deploying simulation apps. The COMSOL Multiphysics® software brings a user interface and experience that is always the same, regardless of engineering application and physics phenomena. Add-on modules provide specialized functionality for electromagnetics, structural mechanics, acoustics, fluid flow, heat transfer, and chemical engineering. Choose from a list of LiveLink™ products to interface directly with CAD and other third-party software. Deploy simulation applications with COMSOL Compiler™ and COMSOL Server™. Create physics-based models and simulation applications with this software platform. -
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C-Radiant
Aechelon Technology
C-Radiant is an add-on module that provides physics-based spectral rendering and autogain, noise and sensor special effects for Aechelon Technology's pC-Nova image generator using advanced shader technology, without any need for hardware post-processing sensor solutions. Together with Aechelon Technology's C-Genesis geo-specific database architecture and tool set, C-Radiant spectral rendering allows the use of a single, common run-time and database for any existing or future sensor. Material descriptions in the database are defined not for just for one band but across the spectrum, enabling the generation of correlated multiple sensors such as Night Vision Goggles (NVG), Forward Looking InfraRed (FLIR) and Radar. This ensures perfect mutual correlation on a per-pixel level at 60Hz between the Out-The-Window and all sensors. -
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Mimic
Emerson
Dynamic simulation with Mimic Simulation Software provides accurate and real-time simulation of plant behaviors. Made for users with process automation experience, not simulation experts, Mimic automatically integrates with DeltaV or other offline control systems. Use the exact same operator graphics and controls to test configurations and train new or inexperienced operators. Mimic™ Simulation Software provides accurate and real-time simulation of plant behaviors. Made for the end-user or integrator with process automation experience, not simulation experts, Mimic integrates easily and automatically with your off-line control system. Use the same operator graphics and controls to train operators and test configuration.
