Collimator
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About
Collimator is a high-performance simulation and modeling environment designed for modern Model-Based Development (MBD). It integrates traditional physics-based modeling with advanced machine learning techniques to help engineering teams design and optimize complex dynamical systems. Built on top of Python and JAX, the platform offers a flexible ecosystem where users can model everything from simple control loops to intricate multi-rate hybrid systems. Its cloud-native architecture enables seamless collaboration, allowing teams to share projects and iterate on designs in real-time. The tool's technical capabilities are centered around high-performance computing (HPC) and automatic differentiation. Users can leverage tools like SINDy for system identification, perform massive parameter sweeps via parallel distributed simulations, and utilize GPU acceleration for compute-intensive tasks. One of its standout features is the integration of Physics-Informed Machine Learning (PIML) and surrogate modeling, which allows for the creation of digital twins and optimization of controllers. Furthermore, the platform includes an AI assistant capable of explaining model functionality and generating Python code from simple prompts. Collimator is primarily tailored for engineers and researchers in high-stakes industries such as aerospace, automotive, robotics, and clean energy. It serves specific roles like Guidance, Navigation, and Control (GNC) engineers and R&D researchers who need to reduce development risk and accelerate time-to-market. Whether designing satellites, autonomous vehicles, or UAVs, professionals use the platform to maintain a single source of truth for their models while simplifying the complex verification and validation process across distributed teams. What distinguishes Collimator from established industry incumbents is its modern, cloud-centric approach. Unlike traditional simulation tools that are often siloed and restricted by local workstation hardware, Collimator provides a browser-accessible interface with integrated version control and real-time collaborative editing. The native integration with the Python ecosystem allows users to import third-party libraries, synchronize with external data backends, and generate MISRA-compliant C code for embedded applications. This combination of accessibility and high-performance cloud resources positions the platform as a functional alternative for teams requiring more flexibility than legacy software offers.
Pros & Cons
Supports parallel distributed simulations and GPU acceleration for complex system analysis.
Enables real-time collaboration and project sharing within a cloud-native environment.
Integrates directly with Python and JAX for advanced modeling and automatic differentiation.
Provides a generative AI assistant to help explain model functions and generate code.
Offers a free tier for students with valid academic email addresses.
GPU acceleration and ITAR compliance are restricted to the Enterprise pricing tier.
The Starter plan limits users to 10 projects and 50GB of total data storage.
Functional Mock-up Unit (FMU) support is not available on the entry-level Starter plan.
Automatic C code generation for embedded systems requires an Enterprise or Professional subscription.
Use Cases
Control systems engineers can design and optimize complex control loops using Python-native models and high-performance simulation parallelization.
Aerospace GNC engineers can utilize cloud-based modeling to simulate satellite dynamics and generate MISRA-compliant C code for flight hardware.
Automotive engineers can develop digital twins for autonomous vehicles to perform safety verification and validation across distributed teams.
Clean energy researchers can simulate large-scale plants and optimize plant dynamics using data-driven system identification tools like SINDy.
Platform
Task
Features
• gpu acceleration
• ai chat assistant
• fmu support
• c code generation
• system identification
• hpc simulation
• python notebook integration
• graphical model editor
FAQs
Can I collaborate with team members on the same model?
Yes, Collimator supports real-time, cloud-based collaboration. Teams can work on the same models simultaneously, share projects, and use built-in version control to manage changes and maintain a single source of truth.
Is it possible to integrate custom Python libraries into my simulations?
Collimator is built on Python and JAX, allowing you to write custom code blocks within your models. You can also integrate standard third-party Python libraries for complex mathematical, data processing, or machine learning operations.
Does the platform support code generation for hardware deployment?
The platform supports C code generation, which allows you to convert verified models into code for embedded applications. Higher tiers even offer MISRA and SAFE C generation specifically tailored for mission-critical applications.
Can I import existing models from other simulation tools?
Yes, Collimator supports Functional Mock-up Unit (FMU) import and export for interoperability. This enables you to bring in models from third-party simulation tools or export your own for use in different engineering environments.
What kind of high-performance computing resources are available?
Collimator provides distributed computing for parallel simulations and parameter sweeps. Users can also access GPU acceleration on higher-tier plans to handle computationally intensive tasks and large-scale modeling.
Pricing Plans
Starter
USD100.00 / per month• Graphical interface
• Single-click simulation
• Python native
• Version control
• Shared projects
• Cloud storage
Professional
USD400.00 / per month• AI Chat Assistant
• Prioritized CPU simulations
• AI and ML integrations
• Data and tool integrations
• Real-time collaboration
• FMU support
• Requirements management
Enterprise
Unknown Price• Unlimited simulations
• GPU acceleration
• ITAR compliance
• Security compliance audits
• C code generation
• Unlimited data storage
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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