Data-centric methods and scientific simulators
Simulators encode expert knowledge about real-world processes. Data-centric methods draw insights from observation. Combining the best of both worlds enables fast results, trustworthy predictions in the face of unreliable data as well as learning in low-data settings. We make this fusion a smooth process:
Seamless integration of simulators and data-centric algorithms
SimWeave Nexus makes integrating even legacy simulators in cutting-edge data-driven workflows a breeze. Choose from an entire range of data-centric tools, enable non-experts to perform advanced analyses, and speed up software integration.
Transparent scaling to sumpercomputers and cloud clusters
SimWeave Nexus removes the engineering cost of scaling compute-heavy analyses to compute clusters. Parallelize a workflow at the push of a button – on Nexus’s built-in cluster or your own on-premise system.
Expert consulting
We actively support you and your projects, adapting to your individual needs. You gain access to our expertise at the intersection of simulation, data-driven methods and supercomputing. We provide scientific software development and workflow deployment.
SimWeave Nexus
SimWeave Nexus is a platform enabling rapid development and scaling of data-driven workflows interacting with numerical simulators.
Enable data-centric analyses
SimWeave Nexus enables seamless interaction with simulators from any high-level analysis tool through a universal and language-agnostic interface. From Python notebook to Matlab, from uncertainty quantification to scientific machine learning, you always employ the best tool for each task.
Efficient collaboration
Analysts and simulation experts collaborate easily through SimWeave Nexus: Your simulation experts only needs to integrate a simple software interface. Your data science experts do not need to understand the inner workings or deployment of the simulator, and instead fully focus on the task at hand.
Effortless scalability
SimWeave Nexus automatically scales parallel executions of your simulators – on our compute cluster or yours. Your analysis workflows gain tremendous speedup without the technical overhead of cluster configuration and simulator deployment.
Reproducible outcomes
Making use of containerization, SimWeave Nexus enables you to produce reproducible and reliable results. Earlier runs remain accessible throughout a project’s lifetime.
Expert consulting
SimWeave Technologies actively supports your projects at the intersection of numerical simulation, data-driven algorithms and supercomputing:
Integrating simulators
We embed your existing simulators in SimWeave Nexus – your teams, from intern to data science expert, can now rapidly perform high-level analyses using the tools of their choice.
Software development
We offer software development services around Nexus ranging from deployment on on-premise systems all the way to custom workflows linking data-driven algorithms and simulation on large compute clusters.
Training courses
With a strong track record in teaching programs, our training gives your teams a head start in employing advanced data-driven workflows for simulations.