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Workstation & GPU HPC

4 dispatches

AllAI ArchitectureManufacturingDigital TwinsSimulationAutomation
EXPO TRACKS:Design AI & Computational CAEAgentic ERP & Enterprise MemoryReplayable Digital Twins & ControlsComposites & Physical Fabrication
Lenovo ThinkStation P620 workstation hardware open chassis showing AMD Threadripper Pro socket, 8-channel ECC RAM, and NVIDIA RTX A6000 GPU
October 5, 2021·Track 01: Design AI & Computational CAE

Workstation Hardware Tuning for CAE Multi-Physics: Lenovo & GTC 2021

Architecting the Lenovo ThinkStation P620 with AMD Threadripper PRO, 8-channel ECC memory, and RTX A6000 for zero-bottleneck multi-physics engineering.

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High-fidelity real-time raytraced carbon fiber weave reflection in NVIDIA Omniverse
August 10, 2021·Track 03: Replayable Digital Twins & Controls

SIGGRAPH 2021: Real-Time Rendering in the Omniverse

How I used NVIDIA Omniverse, OpenUSD, and MDL at Predator Cycling to render photorealistic anisotropic carbon fiber structures in real time.

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High-performance workstation displaying GPU-accelerated aerodynamic simulation vectors
April 12, 2021·Track 01: Design AI & Computational CAE

NVIDIA GTC 2021: Accelerating Manufacturing via GPU Simulation

How I used NVIDIA GPU workstations for real-time CFD and structural simulations at Predator Cycling, bringing advanced composite engineering in-house.

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NVIDIA RTX A6000 workstation graphics card mounted in an open liquid-cooled workstation test bench
February 15, 2021·Track 01: Design AI & Computational CAE

Benchmarking 48GB VRAM: First North American Tests of the NVIDIA RTX A6000

Empirical workstation benchmarks of the NVIDIA RTX A6000 Ampere 48GB GDDR6 ECC GPU across Ansys Discovery, Fluent CFD, and KeyShot ray tracing.

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AG

Aram Goganian

Principal Systems Architect & Engineering Leader

I write field notes on AI architecture, closed-loop systems, physics as code, and enterprise manufacturing.

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Topics

  • AI Architecture23
  • Manufacturing17
  • Digital Twins12
  • Simulation20
  • Automation6

Expo Tracks

  • Track 01: Design AI & Computational CAE14
  • Track 02: Agentic ERP & Enterprise Memory5
  • Track 03: Replayable Digital Twins & Controls6
  • Track 04: Composites & Physical Fabrication7

Technical Tags (14)

5D MethodologyAdditive & CNC ToolingAyoBrainAyoWorkCompositesDesign AIDigital TwinFEA & CFDOpenUSD & OmniversePLC & ControlsParametric CADPhysics as CodeRustWorkstation & GPU HPC
ThinkAram

Personal knowledge expo and engineering portfolio of Aram Goganian — Design AI, agentic ERP (AyoWork), high-performance Rust tooling, and closed-loop manufacturing.

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