Inviscid AI: Real-Time Physics Simulation For Digital Twins of Built Environments
Real-time physics simulation that cut energy costs and accelerate design cycles
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YC · launched Feb 26, 2026 · 6 upvotes (top 91%) · 0 views
Niche: physics and engineering simulation software · 104 launches, 8 in the last 7 days ▲ +14% · Explore this niche →
Category and tags
- Construction
- Analytics & BI
- B2B
- AI feature
- Commercial product
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More like this: all 104 launches in physics and engineering simulation software →
Could you build this?
No Real-time physics simulation and CFD acceleration require advanced computational physics, numerical analysis, GPU-accelerated partial differential equation solvers, and custom neural operator research.
What it would actually take: The architecture relies on neural operators (such as Fourier Neural Operators or Physics-Informed Neural Networks) trained on petabytes of high-fidelity CFD simulations to approximate Navier-Stokes equations orders of magnitude faster than traditional solvers. The hard parts are ensuring numerical stability and boundary condition enforcement across arbitrary CAD geometries without physical hallucinations. Building this requires PhD-level expertise in computational fluid dynamics, numerical methods, and high-performance CUDA computing.
Competitors
Other products that read as similar to this one : 2146 launches clear the similarity bar, closest 8 shown.
Attention rank: #2009 of 2147 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 120 days after the earliest competitor.
- HeatSpectra: Realtime 3D Surface Heat Simulation · hn · 2026-05-08 · 6 upvotes · similarity 0.60
- Applied Kinetics: AI-native manufacturing for data center and energy projects · yc · 2026-10-27 · 9 upvotes · similarity 0.60
- Constor: The AI-native OS for construction · yc · 2026-11-13 · 4 upvotes · similarity 0.57
- steel · github · 2026-11-09 · 194 upvotes · similarity 0.56
- Drafted.ai - Design a Home Instantly Using AI · yc · 2026-05-29 · 22 upvotes · similarity 0.56
- robosimstudio · github · 2026-10-12 · 156 upvotes · similarity 0.56
- Pipeline and datasets for data-centric AI on real-world floor plans · hn · 2026-02-05 · 12 upvotes · similarity 0.56
- Lyapunov · github · 2026-10-02 · 31 upvotes · similarity 0.55
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