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Konjugate

Graph-native simulation engine for engineering.

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This is 1 of 76 launches in physics and engineering simulation software — see how it stacks up on momentum and crowding →

24 other launches read as similar to this one →

Details

External ID
1274140
Source
PH
Company
—
Product
Konjugate
Website domain
producthunt.com
Launched
Oct. 9, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.33
Tags
Open Source, Fintech, GitHub, Modeling

Description

Konjugate is an open-source graph-native simulation engine designed to build composable engineering simulations and digital twins. It simplifies the modeling of complex physical systems by representing them as networks of interconnected components, where components define states and interactions govern the transport of quantities. This approach allows for flexible and composable frameworks for modeling, enabling applications from rapid system prototyping to the development of digital twins.

Enrichment

Niche
physics and engineering simulation software
Vertical
Manufacturing
Function
Analytics & BI
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
graph-native simulation engine for engineers
Manually corrected
False

Could you build this?

No A graph-native physical simulation engine requires advanced computational physics, numerical differential equation solvers, and numerical stability algorithms far beyond vibe coding.

What it would actually take: Building an engineering simulation engine requires a high-performance backend (Rust/C++ or Julia) implementing generalized graph topologies for conservation laws (Kirchhoff-like networks for thermal, fluid, and electrical domains). It demands advanced numerical methods including differential algebraic equation (DAE) solvers, sparse matrix factorization, and stability guarantees for stiff physical systems, developed by computational mechanics and scientific computing specialists.

Competitors

Other products that read as similar to this one — 24 launches clear the similarity bar, closest 8 shown.

Attention rank: #7 of 25 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 272 days after the earliest competitor.

Other launches for this product