NumericaAI
par Empirisch Tech GmbH
High-Performance Simulations Powered by GPUs and AI
Four platforms for high-performance simulation in the cloud
NumericalAI runs GPU-accelerated, AI-assisted physics simulations in the cloud, with no licenses to buy and no HPC hardware to set up. It's made up of four dedicated platforms: three GPU platforms, each built around one solver family, and SolverCloud, a sandbox for getting cases ready before they go to the GPU.
CMF — Compressible Multiphase Flow
Simulate compressible multiphase flows on GPUs in 1D, 2D, and 3D, from shock dynamics and cavitation to acoustics, magnetohydrodynamics, and chemically reacting flows. Launch any of 130+ validated examples across 19 physics categories with a single click, bring in complex geometry through STL import and the immersed boundary method, and model sub-grid bubble dynamics and phase change.
CEM — 3D Finite Element Electromagnetics
Full-wave 3D electromagnetics, solved on cloud GPUs with the Palace finite element engine. Run eigenmode, frequency-domain, time-domain, and electrostatic analyses on resonators, waveguides, CPW interconnects, and antennas, extract S-parameters, and evaluate signal integrity. CEM also handles quantum hardware, including superconducting qubits and read-out resonators. Start from 19 ready-to-run templates across 7 physics categories.
SRS — Scale-Resolving Turbulence
High-order turbulence simulation on cloud GPUs, powered by the PyFR engine. Run LES, DNS, or ILES on unstructured mixed-element meshes to resolve turbulent, compressible, and unsteady flows in 2D and 3D. Typical cases range from external aerodynamics and shock capturing to wall-bounded flows, transition, and vortex dynamics, with ready-to-run templates across 7 physics categories.
SolverCloud — Open-Source Solvers in the Cloud
On-demand sandboxes with PyFR, MFC, and Palace preinstalled, plus MPI for parallel runs. Each one is a full machine rather than a batch job: no queue, complete terminal access, and a remote desktop with ParaView and Blender for post-processing. Start from a template or upload your own case, debug it until it runs cleanly, then move it to the GPU platform for its solver: MFC to CMF, PyFR to SRS, Palace to CEM.
Shared across CMF, CEM, and SRS
All three are built natively for NVIDIA A100 and H100 GPUs, so simulations run several times faster than on CPU-only systems. Jobs that used to take days finish in hours, putting same-day results within reach even for complex engineering workloads.
AI Copilot turns plain-English problem descriptions into validated, ready-to-run case files. Before a run starts, a multi-stage pipeline checks syntax, scans for malware, verifies the system configuration, analyzes grid resolution, and uses AI to predict numerical instabilities, so fewer runs fail and less compute goes to waste. If a run does fail, AI-assisted debugging explains the error, pinpoints the root cause, and suggests concrete fixes. With a 10- or 22-hour pack, auto-fix goes further and generates a corrected configuration for you.
You can follow every run live: track progress, watch performance metrics, and see results visualized as they're generated, with detailed logs and interactive analysis tools for a closer look.
Simple, usage-based pricing
No licenses, seats, or subscriptions: one account and one shared credit balance cover CMF, CEM, and SRS. Start with the €1 Starter, which includes 2 hours of compute, then top up with one-time packs of 10 hours for €150 or 22 hours for €300 (save €30), excl. VAT. Both packs add the priority queue and AI integration tools, while AI Copilot usage is billed separately through Copilot credits.
Enterprise plans offer unlimited compute, dedicated resources, and access to structural mechanics, multiphysics, and molecular dynamics simulations. Every plan includes enterprise-grade security, 99.9% uptime, and unlimited storage. SolverCloud sandbox hours are priced separately, and stopped machines run at a reduced rate.
Who it's for
From aerospace, automotive, marine, and energy to telecom, semiconductors, and quantum computing, NumericalAI makes high-performance simulation accessible to engineers and researchers worldwide.