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CMPS liefert präzise, ​​missionskritische Strömungssimulationen durch ein robustes implizites Framework, fortschrittliche Turbulenzmodelle, strikte Erhaltung von Masse, Impuls und Energie sowie effiziente Skalierbarkeit auf modernen HPC-Architekturen.

LIKUA develops, validates and applies computational methods for problems where accuracy, numerical robustness and rapid problem-specific customization are essential. The work combines solver development, high-fidelity simulation and performance-focused scientific computing.

Capabilities

Software and engineering methods

NeuralFlow

Fully implicit finite-volume CFD for compressible, aerothermal, reacting and particle-laden flows. Its modular numerical architecture supports rapid customization of physical models, boundary conditions, source terms and workflows.

NeuralFlowML

Graph Neural Operator CFD research trained directly from finite-volume residuals and discrete numerical operators, without reference-solution datasets.

Hydro and FragDyn

High-resolution compressible multi-material dynamics and physically consistent fragmentation initial conditions for strongly transient solvers.

GUIX-H

Real-time solver control and parallel post-processing for large local and distributed simulations.

Engineering approach

Validation before claims

Accuracy and evidence

Numerical results are supported by validation cases, mesh and numerical-quality assessment, and explicit modelling assumptions.

Physics and numerics

Model selection follows the governing physics, stability requirements and discretization behaviour of the problem.

Rapid customization

The solver stack is designed to adapt quickly when a project requires new physical models, boundary conditions, source terms or analysis workflows.

Computational performance

Parallel scaling, linear-solver strategy, memory behaviour and workflow throughput are treated as part of the numerical engineering problem.

Applications

Problems with demanding physics

Typical work includes rocket propulsion and internal flow, high-speed aerodynamics and aerothermal environments, reacting and particle-laden flows, shocks and multi-material dynamics, and HPC-intensive engineering analysis.

Company

Independent engineering in Germany

LIKUA UG is based in Heidelberg, Germany. Work spans numerical software development, engineering analysis and computational research, with methods selected according to the technical requirements of each problem.

Contact LIKUA