Simulation, data/AI, and HPC — as a single service stack
Choose a product, plug into our HPC, or work with us on a custom engagement. Every piece is designed to connect to the next.
Three platforms, one integrated stack
Materials Square
Automated DFT and MD in the browser. From structure lookup to result visualization in the same workspace.
Product details → PlatformD3Square
Data-driven materials design. DOE, ML models, and Bayesian optimization unified into one workflow.
Product details → InfrastructureMAXFlops
Managed GPU/CPU clusters tuned for materials, life sciences, and AI research workloads.
Product details →Hands-on training on the same tools
Short, practice-first courses — from DFT fundamentals to data-driven materials design. Delivered online or on-site for teams.
See coursesWhen off-the-shelf is not enough
Tailored simulation studies, data pipeline design, dedicated HPC deployment, or full R&D platform builds. We scope together, deliver jointly.
Simulation consulting
Methodology selection, workflow design, and result validation by experienced computational scientists.
Data / AI co-build
Jointly build your internal predictive model, data warehouse, and optimization loop.
Dedicated HPC setup
Design, procurement, setup, and managed operations for on-prem or colocation clusters.
Platform engineering
Custom R&D platforms built on the VirtualLab stack, deployed in your environment.
Not sure which piece you need?
Tell us your R&D target and current tooling — we will map out where the biggest acceleration is and recommend the lightest path.