Axiotech industry solutions

Aerospace

Workload-led HPC and AI for aerodynamic, structural and thermal simulation, design optimisation, inspection and controlled aerospace engineering.

Aerospace programmes create demanding, interdependent workloads: aerodynamic and thermal CFD, structural and fatigue FEA, optimisation, manufacturing simulation, non-destructive inspection and large controlled evidence sets. Performance matters, but numerical traceability, configuration control and repeatability are equally important.

Hyperion platforms range from a two-node simulation system to scheduled departmental CPU facilities and four-GPU single-node AI training, allowing organisations to match architecture to named solvers, meshes, datasets and programme controls.

Aerodynamic, thermal and structural analysis

X2160 AxiVector is the focused two-node platform for MPI-enabled CFD and FEA that demonstrates useful scaling. X3140 AxiLattice supports larger queues, independent parameter studies and shared departmental use. Partition quality, memory per rank, checkpoint behaviour, solver licensing and shared-storage traffic should be measured using representative cases before the production configuration is fixed.

Design exploration and surrogate models

High-fidelity solvers can generate a controlled design space for optimisation and surrogate training. X1460 AxiForge Max supplies four 96GB professional GPUs and large host memory for accelerated modelling and generative engineering. Every surrogate needs a declared validity envelope, uncertainty measure and route back to the validated full-order solver for consequential decisions.

Inspection and manufacturing intelligence

Computer vision can assist composite, surface, weld, fastener and assembly inspection when image capture, calibration, part identity and defect labels are governed. Use shadow operation and expert review before production decisions. Measure by defect class, component, acquisition system and manufacturing condition; a single aggregate accuracy figure is not sufficient evidence.

Reproducible digital engineering

Version source, geometry, mesh, material data, solver settings, container or environment, compiler, input dataset and hardware allocation. CI should run numerical regression and scheduled performance gates. Shared systems need central identity, project quotas, signed environments, scheduler accounting and protected programme storage.

Security, export and assurance

Aerospace designs, models and high-performance components can be subject to contractual, security and export controls. Segregate projects, apply least privilege, control external access and review cross-border transfer before deployment or collaboration. Hyperion provides an on-premises foundation; the organisation remains responsible for programme-specific certification, airworthiness and regulatory evidence.

Automation, AI and machine engineering for Aerospace

Connect sector workloads to the production equipment

Develop traceable machine controls, test rigs, intelligent inspection and validated engineering workflows for demanding manufacturing and research environments.

Integrated delivery

From engineering workload to commissioned system

HPC and AI platforms

Workload-led CPU, memory, GPU, NVMe and RDMA architecture with rack, power, management and lifecycle support.

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Automation and integration

TwinCAT, PLC, motion, machine vision, data acquisition, virtual commissioning and controlled production interfaces.

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Validated configuration

Representative workload review, software-stack definition, compliance checks and formal quotation before delivery.

Open Product Configurator

Recommended Hyperion platforms for Aerospace

Hyperion X1460

AxiForge Max

The maximum single-node Hyperion platform for AI training, molecular modelling, generative engineering and large accelerated workflows.

One 4U node; 128 AMD EPYC cores; 1.15TB ECC DDR5; four NVIDIA RTX PRO 6000 96GB GPUs providing 384GB aggregate VRAM.

Hyperion X2160

AxiVector

A tightly coupled two-node simulation and mathematical-computing platform for MPI, CFD, FEA and optimisation.

Two 4U nodes; 256 AMD EPYC cores; 2.3TB aggregate ECC DDR5; two 96GB GPUs; direct 100GbE RoCEv2 RDMA between nodes.

Hyperion X3140

AxiLattice

A shared departmental CPU-compute facility for research pipelines, simulation, genomics and queued multi-user work.

Three 4U nodes; 384 AMD EPYC cores; 3.4TB aggregate ECC DDR5; three professional GPUs; switched 100GbE RDMA, 25GbE storage and Slurm.

Technical library

Relevant technical articles and application notes

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Engineering consultation

Discuss your Aerospace workload

Bring Axiotech the application, data, software, performance target, plant or laboratory interfaces and site constraints. We will define a validated solution and formal quotation.

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