Solutions
Every Engineering Challenge. One AI-Native Platform.
From thermal management to structural analysis, SimScale covers every physics type across every industry, in one AI-native cloud platform. Explore use cases, industries, and applications to see how engineering teams are solving harder problems, faster.
Use cases
RFQ Automation
Automate RFQ and RFP responses with AI-driven workflows, exploring designs and generating proposal-ready reports in hours instead of days.
Simulation Democratization
Open simulation beyond a few specialists so more engineers test ideas early, with guardrails and governance ensuring consistency and design confidence.
Agentic Workflow Automation
Orchestrate complex engineering processes with flexible agentic AI workflows, automating manual steps and handoffs so teams focus on creative breakthroughs.
Scaling Engineering Expertise
Give every engineer an AI-powered co-pilot to speed onboarding, reduce errors, and keep senior experts free for advanced, high-value projects.
NPD Acceleration
Accelerate new product development with AI-powered simulation, exploring thousands of design options, eliminating weak concepts early, and launching innovative products faster.
R&D Cost Reduction
Cut R&D costs with AI-powered simulation that replaces physical prototypes, optimizes materials, and prevents expensive late-stage design failures.
Real-Time Digital Twins
Physics AI-powered models connect simulation with live field data, enabling real-time insight, predictive maintenance, and early warnings of performance degradation.
RFQ Automation
SimScale's RFQ Automation uses Engineering AI and Physics AI to deliver simulation-backed engineering proposals in hours, not days.
Scaling Engineering Expertise
SimScale uses AI-powered tools to scale engineering expertise, accelerate onboarding, reduce errors, and help teams work consistently at a high level.
Simulation Democratization
SimScale democratizes engineering simulation by giving every engineer cloud-based, AI-powered tools to explore, validate, and optimize designs confidently.
NPD Acceleration
Accelerate new product development using AI and cloud simulation, bringing better products to market faster.
Agentic Workflow Automation
Discover how SimScale automates your engineering workflows end-to-end with agentic AI to eliminate manual handoffs and accelerate design.
Industries
Machinery & Industrial Equipment
Simulate, optimize, and validate complex industrial machinery faster using cloud-native CFD, FEA, thermal, and electromagnetic analysis tools.
Marine
Validate hull resistance, propeller performance, structural integrity, and onboard ventilation across marine vessels and offshore energy systems.
Manufacturing
Run CFD, FEA, and thermal simulations in your browser to validate designs, cut costs, and speed up manufacturing cycles.
Life Sciences & Healthcare
Validate medical devices, pharma equipment, and hospital systems with CFD, FEA, thermal, and electromagnetic simulation in one place.
Engineering Services
Deliver client simulation projects faster across CFD, FEA, thermal, and electromagnetic analysis - without switching tools or adding overhead.
Energy
Simulate wind turbines, offshore structures, rotating machinery, and heat exchangers to optimize your energy systems and cut design time.
Electronics & High Tech
Simulate thermal, structural, fluid, and electromagnetic performance for your electronics designs.
Consumer Products
Validate appliances, sports gear, wearables, and home goods with CFD, FEA, thermal, acoustic, and electromagnetic analysis — all from your browser.
Automotive & Transportation
Run CFD, FEA, thermal, and EM simulation in one browser-based platform to validate automotive designs faster.
Architecture, Engineering & Construction (AEC)
Simulate wind comfort, indoor airflow, thermal performance, and structural loads for buildings and urban environments from early design stages.
Aerospace & Defense
Validate aerodynamics, structural integrity, thermal management, and propulsion across aircraft, drones, and eVTOL programs from concept to certification.
Aerospace
Simulate aircraft, spacecraft, and propulsion designs in the cloud to cut physical prototyping and meet efficiency, weight, and emissions targets.
Electronics and High Tech
Combined thermal and structural simulation of electronics, enclosures, and luminaires from one browser-based CAD model, reducing prototyping costs and time to market.
Marine
Cloud-based CFD, structural, and thermal simulation to virtually test and optimize boat, propeller, and marine component designs throughout the process.
Manufacturing
Browser-based CFD, FEA, and thermal simulation for rapid iterative design of manufacturing components and processes, improving quality while reducing physical testing.
Machinery & Industrial Equipment
Rapid iterative simulation of complex multi-body machinery and equipment in the cloud, improving performance, reliability, and safety while cutting production costs.
Life Sciences & Healthcare
Virtually test and optimize healthcare and biomechanics products to meet strict safety standards while reducing time-to-market across many analysis types.
Engineering Services
Cloud-native multiphysics simulation letting engineering services firms validate designs early, raise product reliability and quality, and reduce prototyping costs for clients.
Energy
Cloud-based CFD, FEA, and thermal simulation helping energy companies optimize turbines, pumps, tanks, and rigs for efficiency, safety, and sustainability.
Consumer Products
Cloud-based simulation to optimize consumer products like appliances, phones, and bikes, shortening innovation cycles and lowering production costs across diverse designs.
Automotive & Transportation
AI-powered, cloud-native simulation that lets automotive teams test and optimize designs earlier and faster, making simulation accessible beyond just expert specialists.
Applications
Electric Motor Design Simulation
Couple electromagnetic, thermal, structural, and NVH analysis on the same motor geometry to predict flux, winding temperatures, and resonance before prototyping.
Indoor Environment
Validate thermal comfort, ventilation strategies, air quality, and fume extraction across any conditioned space before construction begins.
HVAC
Size ductwork, derive fan curves, and validate thermal comfort against ASHRAE 55, LEED, and BREEAM compliance requirements.
Heat Sink Simulation
Optimize fin geometry for natural or forced convection, sweep dozens of configurations in parallel, and hit thermal targets before committing to tooling.
Heat Exchanger Simulation Software
Simulate heat exchangers in the cloud, validate thermal performance, predict pressure drop, and compare design variants before committing to tooling.
Drone
Explore drone aerodynamics, propeller and rotor CFD, structural analysis, thermal management, eVTOL design considerations, and FAQs for your UAV engineering.
Data Center Cooling
Map hot spots, validate ASHRAE compliance, and optimize PUE across air-cooled, liquid-cooled, and immersion cooling configurations.
Cold Plate Design Simulation
Explore cold plate design principles, channel topologies, cooling applications, physics validation methods, coolant selection, and FAQs for your thermal engineering projects.
SPH Simulation
GPU-accelerated SPH simulation in the browser for sloshing, wave impact, and free-surface flow, tracking fluid particles without meshing or remeshing.
Heat Sink Simulation
Simulate heat sink designs with CFD, FEA, and conjugate heat transfer, iterating fin geometry, materials, and airflow for maximum cooling efficiency.
SPH Simulation
Simulate sloshing, wave impact, oil churning, and free-surface flow without meshing, using GPU-accelerated smoothed particle hydrodynamics in the cloud.
Cleanroom Simulation
Predict airflow uniformity, track contamination pathways, and verify ISO 14644 and EU GMP classification compliance before construction.
Vibration Analysis
Find natural frequencies, map resonance modes, and predict fatigue life under cyclic loading before your design reaches physical testing.
Valves
Predict pressure drop, plot Cv curves, and identify cavitation zones across every valve position before you build a prototype.
Urban Microclimate
Explore pedestrian wind comfort standards, outdoor thermal comfort, natural ventilation analysis, supported CAD formats, urban microclimate use cases, and FAQs.
Turbomachinery
Explore pump, compressor, turbine, and fan CFD capabilities, rotation modeling methods, cavitation analysis, performance curves, and turbomachinery FAQs.
Transformer Design Software
Predict core and copper losses, map winding hotspots, and validate cooling strategies across electromagnetic, thermal, and structural physics.
Thermal Management
Explore PCB hotspot analysis, passive and active cooling strategies, enclosure types, multiphysics validation methods, and FAQs for your electronics thermal design.
Cold Plate Design & Simulation
Cloud-native CFD, CHT, and AI simulation to optimize cold plate designs, predicting pressure drop, temperature distribution, and flow field across stages.
Rotating Machinery Simulation
Simulate pumps, fans, turbines, and motors with coupled CFD, FEA, thermal, and electromagnetic analysis before building the first prototype.
Multiphase Flow
Cloud-native CFD platform enabling engineers to simulate gas, liquid, and solid multiphase interactions using VOF, SPH, and porous-media solvers.
Pharmaceutical Mixing
Validate and optimize pharmaceutical mixing designs in the cloud, ensuring homogenous, consistent products by matching equipment to substance properties.
Electronics Enclosure Thermal Management
Fast, accurate thermal simulation of electronics enclosures from your browser, analyzing temperature and airflow to design more robust cooling solutions.
Thermal Simulation of LED Lighting Fixture Design
Browser-based thermal simulation of LED luminaire designs to improve cooling, reliability, and performance of lighting fixtures faster and more affordably.
Electronics Cooling
Cloud-based simulation to evaluate and improve electronics thermal environments, informing material, cooling, and form-factor decisions across the product lifecycle.
Wind Simulation Software
Cloud-native CFD wind simulation evaluating pedestrian comfort and wind loads across 36 directions in parallel, from CAD to results in hours.
Fume Extraction
Evaluate and optimize fume extraction designs iteratively in the cloud, ensuring filtration systems keep occupants safe from toxic fumes and particles.
Commercial Ductwork
Test and optimize commercial ductwork designs iteratively with CFD and FEA, sizing systems to cut waste, costs, and improve ventilation efficiency.
Mechanical Ventilation
Validate and optimize mechanical ventilation designs iteratively in the cloud, controlling air quality, humidity, and temperature while meeting HVAC regulations.
Natural Ventilation
Test and optimize natural, passive ventilation designs with cloud CFD, harnessing wind and stack effects for comfort while reducing energy costs.
Multiphase Flow
Robust cloud-native multiphase flow simulation that simplifies the workflow and reduces turnaround for process, oil and gas, marine, and turbomachinery applications.
Freezing and Thawing Unit
Cloud-based simulation to validate freezing and thawing unit designs, ensuring controlled rates that protect biopharmaceutical stability, quality, and shelf life.
Pump Impeller
Simulate and optimize pump impeller designs early in the cloud, determining ideal geometry for turbomachinery without costly hardware or steep learning curves.
Start simulating in minutes, not weeks
Get started today with AI-native engineering simulation
