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Simulation Blog Posts

How Python Is Evolving Physics Simulation
A side-by-side mapping of classical simlib simulation functions to their modern equivalents in Champion’s agentic AI system, showing how AI automates scene logic, scheduling, and physics using USD and Python.
June 12, 2025
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Why USD Is the Backbone of Reliable Simulation
Behind every reliable simulation is a structured scene. USD is the format that makes it all work.
June 8, 2025
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What’s a Queueing System (in Isaac terms)?
It’s any scenario where multiple agents (robots, vehicles, etc.) arrive over time and need access to a limited number of resources (like docks, tools, or processors).
June 7, 2025
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Disadvantages and Pitfalls of Simulation
Even the most advanced simulation fails without sound modeling, clean data, and the right engineering process—here’s how to avoid the most common pitfalls.
June 8, 2025
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The Simulation Setup Problem
Most teams waste days fixing CAD files, debugging physics, or rewriting scripts. It's time to automate the pipeline and scale your simulation efforts.
June 8, 2025
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Mathematical Model → Physics Simulation
June 8, 2025
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Defining Your System as a USD Scene
Before you can simulate anything, you need to define the system you're simulating. In NVIDIA Omniverse, that system takes shape as a USD stage—a powerful, layered scene graph that holds your geometry, physics settings, and custom attributes.
June 4, 2025
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How an AI Agent Writes Better Python for USD Scenes — and Why Scene Metadata Matters
AI copilots like USD Code can turn prompts into Python—but to do that safely and accurately, they need to understand the USD scene like a human would.
June 8, 2025
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Prompt to Physics: Simulating a Queue System in Isaac with USD and n8n
To simulate intelligent behaviors in robotics or digital twins, it helps to first understand the structure of a queueing system.
May 26, 2025
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No-Code Automation for Robot Queues: Using n8n with Isaac Sim
Automate robot queues without coding. Use n8n to simulate charging delays and task scheduling inside Isaac Sim with Champion’s workflow.
May 23, 2025
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Git LFS Blog Posts

10 Fun Facts About Git That You Didn't Know
Welcome to a deep dive into Git, a tool that’s critical not just for software development but also for 3D artists and game developers.
May 7, 2024
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Why Git is the Artist's Best Friend
How Version Control Transforms the Artist's Workflow and Collaboration Experience.
April 26, 2024
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How to Tame Your Data Tsunami!
Efficient Data Management and Versioning for Large-Scale Projects: An Introduction to LakeFS.
April 26, 2024
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Branching for Dummies
A Simple Guide to Safe Experimentation in Project Development.
April 26, 2024
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Merge Conflicts in Binary Files
Merge conflicts in binary files are a challenge in game development, where developers frequently work on large assets like 3D models.
April 26, 2024
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