GPU-accelerated CFD, an order of magnitude faster than OpenFOAM (independently benchmarked, ~20-36x on a single GPU, faster even than GPU-accelerated OpenFOAM)
Run simulations from your terminal
Steady incompressible flow with a range of turbulence models
One-command install, fully open source
Run one simulation across multiple GPUs, for more speed and bigger meshes
Run simulations larger than a single GPU's memory, even on one GPU
More incompressible solvers, including time-accurate (transient) flowsIn progress
Benchmark suite: speed and setup time vs OpenFOAM, GPU-accelerated OpenFOAM, and a CFD specialistIn progress
Ongoing community outreachIn progress
Ready-made templates for common cases (pipes, heat exchangers, mixing)
Support for more turbulent flow types
Multiphase flow, from experimental to stable
Run simulations automatically from your own scripts
Live simulations that update from real sensor data
Support for more AI providers (Claude, OpenAI, local models)
Build 3D geometries directly in the browser
Instant predictions from past simulation data
Previous months
Faster simulations with GPU acceleration
Ongoing marketing and community outreach
Run simulations from your terminal
Ready-made templates for common cases (pipes, heat exchangers, mixing)
Run on multiple GPUs for bigger simulations
Support for more types of turbulent flow
Multiphase flow simulations promoted from experimental to stable
Benchmark suite: measure setup time vs. a CFD specialist
Open-sourced SIMD Agent
One-command install for any machine
Continuous integration for fast iteration
Smarter automatic recovery when simulations fail
Launch posts, demos, outreach to the CFD community
Faster simulations with GPU acceleration
Ongoing marketing and community outreach
More format support from CAD tools
Deliver 2nd validated case study + Pilot Spec
Memory management for 3D simulations
Multi-phase simulation support (experimental)
Reward system (Colosseum)
Outreach to industry partners
Attend conferences & events
3rd validated case study (thermal / aerospace / multi-phase)
Demo of SIMD Agent
Release SIMD Agent
Submit to Nvidia Capital Connect
Published One Pager
Release Shape V1: Geometry Understanding system for meshing
Marketing: launch posts, demos, and outreach campaign