AutoBarSizer determines optimized plans for cutting steel profiles and other bar materials into shorter parts. The generated solutions are characterized by a high degree of material utilization, and cutting losses are minimized.



AutoPanelSizer determines cutting layouts for producing rectangular
parts from rectangular stock material and minimizes waste, production times, and manufacturing costs.



The AutoNester software package optimizes the automatic placementof
markers on fabrics, sheet metal, wood, and leather hides. By configuringthe
optimal nesting pattern, the software minimizes the amount of material waste.



AutoNester-L creates automatically optimized markers for leather hides. The software nests the pieces optimally in a very short time, minimizes wasted material.



PackAssistant is a software for optimizing packaging configurations of identical parts in containers. With PackAssistant, the exact 3D arrangement of parts with complex shapes can be calculatedand displayed already in the design phase.



CutPlanner is a software package used in textile manufacturingfor automatically planning cut orders. CutPlanner takes a customer’sorder for a clothing item and creates a cut plan, including different sizes, fabric types, or colors.



AutoCompactor is used for the compaction of two-dimensional­ nests. It compacts markers generated­ by humans or automatic nesting software. The software is intended to enhance the nesting functionality of AutoNester.



CuboNester optimizes the arrangement of cuboid parts in three dimensions.
CuboNester-C is designed for cutting blocks of material, for example, from
metal, marble, graphite, and foam.



CuboNester-P optimizes packing, for example, of disassembled furniture
elements into packages. The software is also perfect for online retail that involves ever-varying parts to be shipped.


MpCCI CouplingEnvironment

With the MpCCI Coupling Environment, it is possible to link simulation programs and thus solve multidisciplinary (multiphysics) problems. Companies use MpCCI to optimize the product design.


MpCCI Mapper

The MpCCI Mapper handles data interpolation and conversion between codes in simulation workflows. In crash simulations, the production process of automotive components is considered, increasing the precision of crash calculations.



The MpCCI FSIMapper interpolates the data between different simulation
meshes used for computational fluid dynamics (CFD) or finite element method (FEM) simulations, considering different mesh densities or orders.



SAMG is a software library for the highly efficient solution of large linear systems of equations. Such systems occur, e.g., in fluid and structuralmechanics, oil reservoir and groundwater simulation, and process and devicesimulation.




DesParO is a toolbox for the intuitive exploration, automatic analysis, and optimization of parameterized problems in production­ processes. DesParO can be coupled with simulation programs­ or data from physical experiments.



MYNTS is a multiphysical network simulator that can be used to analyze and
optimize electrical circuits, gas and energy transport, and water distribution.
Users can program subnetworks and individual special elements.



net'O'graph is a software library for the analysis and manipulation of networks and graphs, which provides efficient routines for large graphs, special support for transport networks and built-in drivers for several formats.



ModelCompare is a plug-in for finite element (FE) pre- and postprocessing
tools. It compares two similarly discretized FE models and identifies their differences in geometry (mesh), material, and thickness.



SimCompare is a tool for detecting events – in this context, deviations, such as anomalies or strange variations in deformations – arising from similar simulation runs for crashworthiness analysis using FE models.



SimExplore is a software tool for explorative analyses and visualizing engineering data from FEM or CFD simulations. By applying non-linear dimension reduction, intrinsic patterns and similarities in the data can be identified.



Tremolo-X is a massively parallel software package for numericalsimulationin
molecular dynamics. It has been successfully used in various application fields, such as nanotechnology, materials science, biochemistry, and biophysics.



SCAIView facilitatesthe rapid identification of aggregated information from large text sources. To this end, it integrates the results of ProMiner with the associated text and allows for semantic search.



A foundation AI model for structured electronic health records 

FoundationEHR is a transformer-based deep neural network architecture that has been pre-trained on nearly 1 billion EHRs from ~3.5 million patients in the US. It is a base model, i.e., an AI model, from which the customer can derive further task-specific AI/ML models in a further fine-tuning process (transfer learning).

Fraunhofer SCAI offers FoundationEHR as a downloadable foundation model pre-trained via PyTorch (version 1.13.0).


Multimodal graph machine learning for drug target prioritization

MultiGML combines relevant knowledge and experimental data (e.g., gene expression data, microscopy images, protein sequences) in a comprehensive, structured, and unbiased manner. Technically, this is realized by a semantically harmonized knowledge graph compiled from 14 curated biological databases, resulting in approximately 400,000 relationships between proteins, drugs, and phenotypes, including ADEs. 

Fraunhofer SCAI offers two versions of MultiGML: MultiGML_Model and MultiGML_Code.



In simulation workflows, grid generation can be a time-consuming and,
therefore, costly process. MESHFREE, follows a point cloud approach that allows
engineers to analyze their product design without the deficiencies of meshes.

Distribution Partner


The Fraunhofer SCAI products are distributed by scapos AG.

scapos AG, Schloss Birlinghoven 1,
53757 Sankt Augustin
phone +49 2241 14-4400,