NVIDIA Modulus vs. Open WebUI Comparison


NVIDIA Modulus NVIDIA	Open WebUI	+	+
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About NVIDIA Modulus is a neural network framework that blends the power of physics in the form of governing partial differential equations (PDEs) with data to build high-fidelity, parameterized surrogate models with near-real-time latency. Whether you’re looking to get started with AI-driven physics problems or designing digital twin models for complex non-linear, multi-physics systems, NVIDIA Modulus can support your work. Offers building blocks for developing physics machine learning surrogate models that combine both physics and data. The framework is generalizable to different domains and use cases—from engineering simulations to life sciences and from forward simulations to inverse/data assimilation problems. Provides parameterized system representation that solves for multiple scenarios in near real time, letting you train once offline to infer in real time repeatedly.	About Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with a built-in inference engine for Retrieval Augmented Generation (RAG), making it a powerful AI deployment solution. Key features include effortless setup via Docker or Kubernetes, seamless integration with OpenAI-compatible APIs, granular permissions and user groups for enhanced security, responsive design across devices, and full Markdown and LaTeX support for enriched interactions. Additionally, Open WebUI offers a Progressive Web App (PWA) for mobile devices, providing offline access and a native app-like experience. The platform also includes a Model Builder, allowing users to create custom models from base Ollama models directly within the interface. With over 156,000 users, Open WebUI is a versatile solution for deploying and managing AI models in a secure, offline environment.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Organizations looking for a powerful Physics Machine Learning platform	Audience Educational institutions searching for a solution to facilitate research and learning without relying on external servers
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/modulus	Company Information Open WebUI United States openwebui.com
Alternatives SOLIDWORKS Simulation SolidWorks	Alternatives Gradio
LiveLink for MATLAB Comsol Group	PrivateGPT
samadii/em Metariver Technology Co.,Ltd	Alibaba Cloud Model Studio Alibaba
COMSOL Multiphysics Comsol Group	SiliconFlow
TRANSWELD TRANSVALOR View All	WebLLM View All
Categories AI Inference Digital Twin HPC Multiphysics Simulation Neural Network	Categories AI Inference

Integrations Docker Kubernetes LaTeX Markdown Ollama OpenAI Sliplane	Integrations Docker Kubernetes LaTeX Markdown Ollama OpenAI Sliplane View All 7 Integrations
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