Local Browser AI Agents: Web-LLM in Delta Dynamics
Bringing client-side LLM-driven AI agents into the browser with WebGPU, MLC Web-LLM, and web workers for decentralized ecosystem simulation.
#Computer Simulation & Modeling
Numerical, discrete-event, and agent-based simulation models replicating real-world physical and operational phenomena.
✍️Blog Posts19
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GPU Water Flow & Hydrology Shaders in Delta Dynamics
Real-time shallow water and groundwater simulation shaders on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong texture computation.
Integrated transportation and power systems modeling
Here is another interesting piece of work I was doing over the past three years with Dominik Ascher: Integrated transportation and power systems modeling to hel...
Teaser: Smart Traffic Control
Besides our original topics such as distributed and smart fride control we have worked on another interesting issue: Smart traffic control. By smart traffic con...
3D Trace Visualization
To better understand the behavior space and its heuristic exploration using our tool Xtream we developed a proprietary 3D visualization. The visualization shows...
Model Visualization for Windows and Android
As part of our virtual smart grid testbed lab we have been working on an interactive visualization for our models including their structure and behavior. Here a...
📚Reviewed Publications14
All Publications →🚀Software Projects2
All Projects →Delta Dynamics
Ecosystem Simulator
Low-poly ecosystem simulator featuring real-time dynamic terrain, GPU-accelerated water flow, resource management, and local LLM-driven AI behaviors.
🎓University Courses2
All Courses →Digital Factory & Simulation
Master-level course on Digital Factory and Computer Simulation (including practical exercises with the discrete event simulation software JaamSim).