CFD / FEA / AI/ML / Multiphysics

IndoSim Engineering

Simulation-led engineering for industries that need confident design analysis and risk assessment before a decision is made.

Engineering clarity

Analysis that stays close to the physics and the business decision.

IndoSim supports product teams, manufacturers, and R&D groups with practical simulation studies: scoped tightly, documented clearly, and connected to the tradeoffs that matter in design reviews. We also help teams integrate AI/ML into their engineering data analysis and their simulation workflows, from deploying basic ML workflows to creating surrogate models to physics-informed learning.

Capabilities

Simulation services for complex engineering problems.

CFD Analysis

Internal and external flow, pressure loss, heat transfer, rotating machinery, ventilation, and design comparisons for fluid systems.

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FEA & Structural Validation

Linear and nonlinear stress, contact, vibration, fatigue screening, buckling, and load-path refinement for mechanical components.

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AI/ML Integration

Engineering data analytics, simulation automation, surrogate models, reduced-order workflows, physics-informed learning, and data-assisted design exploration and risk assessment.

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High-fidelity simulation & HPC

Scale model fidelity to the engineering decision.

When a client needs finer meshes, turbulence-resolving CFD, large nonlinear FEA, multiphysics coupling, or design ensembles, IndoSim can execute high-fidelity studies using high-performance computing (HPC). Compute resources, solver strategy, and model fidelity are selected around the engineering question, turnaround, available data, and budget.

Industries

Engineering insight for equipment, infrastructure, operations, and research.

MEP & building performance consultants

HVAC airflow, thermal comfort, smoke control, wind microclimate, safety and failure-risk analysis, and code-compliance design validation.

Equipment integrators & fabricators

Fans and blowers, ducting, cyclones, separators, heat exchangers, piping skids, and integrated process equipment.

Manufacturing SMEs

Product design validation for pressure drop, cooling, structural strength, vibration, and performance improvement.

Energy, offshore & EPC/O&G operators

Flow assurance, topside ventilation, flare dispersion, sloshing, vibration, fatigue, safety and failure-risk analysis, thermal and flow efficiency, and code-compliance design validation.

Maritime, ports & shipyards

Hydrodynamics, vessel resistance, ventilation, and structural checks for ships, port equipment, and marine operations.

Academia & research organizations

Joint research shaped around investigator priorities, plus paid technical consultation and independent review for undergraduate and postgraduate research.

AIAA / ASME style reporting

Traceable assumptions, transparent modeling choices, and concise design recommendations.

CAD to simulation

Support for concept studies, redesign loops, validation planning, and supplier-ready reports.

Remote-first delivery

Structured checkpoints keep stakeholders aligned without slowing the analysis work.

Project inquiry

Bring a design question, CAD model, test result, or failure mode.

IndoSim can help scope the right level of analysis, from a quick feasibility study to a deeper CFD or FEA investigation.