Practical engineering. Informed decisions.wufeng@nomaple.xyz

STRUCTURAL DESIGN · CAE SIMULATION · AI

Engineering confidence.
From concept to reality.

AI-assisted structural design. Simulation-driven decisions. Practical engineering for equipment that performs.

01 / STRUCTURAL ENGINEERING
DESIGN WITH PURPOSE. VALIDATE WITH EVIDENCE.Structural design CAE simulation AI-assisted optimization

Engineering, connected.

One integrated path from a structural concept
to a considered, validated design.

01

Structural Design

From concepts and 3D models to production drawings, we develop structures around your loads, interfaces and manufacturing requirements.

02

CAE Simulation

Understand how your structure behaves under real operating conditions, identify critical locations and make informed design decisions.

03

AI-Assisted Optimization

Combine CAE data, surrogate models and multi-objective search to explore design options and balance performance, weight and cost.

Need a second technical perspective?Model reviews, test correlation, reporting and engineering training.
Technical consulting

Faster exploration.
Engineering at the core.

Use simulation to establish the evidence.
Use AI to explore the possibilities.

Four-stage workflow: CAD model, CAE analysis, AI surrogate model and optimized structure
01CAD modeling02CAE simulation03AI surrogate04Design optimization
AI-generated workflow illustration

Explore broadly.
Validate the decisions.

We combine parametric modeling, finite element analysis and AI-assisted search to compare design options against clear engineering objectives.

  • A defined design space and measurable constraints
  • Surrogate models checked within their intended domain
  • Detailed CAE verification of selected candidates

From engineering questions
to actionable insight.

Explore representative scopes across structural
design, simulation and intelligent optimization.

Engineering case studies

06 / APPLICATION EXAMPLES

Illustrative application examples. Images are AI-generated technical visuals, not project simulation results or client work.

Grounded in mechanics.
Focused on what works.

We connect structural design, CAE simulation and AI-assisted optimization to help turn complex engineering questions into practical design decisions.

Our work starts with the physical problem: the loads, materials, interfaces and conditions that define performance. We translate those inputs into a clear modeling approach, examine the response and develop improvements with manufacturing and assembly in mind.

From early concepts to detailed reviews, we align the scope and deliverables with your development process, keeping assumptions visible and technical discussions direct.

Meet your next engineering partner
Illustrative engineering workstation with a structural CAD model
MECHANICS FIRST. SIMULATION INFORMED. AI ASSISTED.AI-generated R&D scene

Built for your industry.

Industrial machineryHeavy equipment & liftingPrecision instrumentsSteel frames & trussesEnergy equipmentElectronic enclosuresAutomation & tooling

A clear path. A shared objective.

  1. 01

    Define

    Discuss your objectives, available data and delivery needs.

  2. 02

    Establish

    Agree on load cases, boundary conditions and acceptance criteria.

  3. 03

    Analyze

    Build and review models, then assess structural response.

  4. 04

    Optimize

    Compare alternatives and revalidate selected improvements.

  5. 05

    Deliver

    Share documented findings, models and technical guidance.

Before we begin.

Clear expectations make
better engineering partnerships.

01Can a simulation report support a technical review?

Yes. Our reports document modeling assumptions, materials, loads, boundary conditions and findings to support internal design reviews and technical discussions. Any third-party acceptance criteria or certification requirements must be agreed before work begins.

02Does AI replace finite element analysis?

AI supports design exploration. A surrogate model learns from selected CAE data to predict responses within its validated design domain. Key candidate designs are checked again with CAE, and physical testing is considered where the project requires it.

03Can you provide simulation as a standalone service?

Yes. We can assess an existing design, review a simulation model or investigate a specific strength, vibration or durability question without taking on the full design scope.

04What information is needed to start?

A CAD model or drawings, material information, operating loads, supports and interfaces, target criteria and your timeline. If some inputs are unknown, we can first help define the analysis scope and assumptions.

Start with a question.
Move forward with clarity.

Tell us what you are designing, what needs to perform better
and where you need engineering support.

Email our team
PROJECT ENQUIRIESwufeng@nomaple.xyz
ADDRESS
1302 SE Oak St, Suite 208, Portland, OR 97214, United States

To help us assess your project, include a short description, operating conditions, target criteria and timeline. Please agree on confidentiality and file-transfer arrangements before sharing sensitive drawings.