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K-Suite: Physics-Driven Polymer Aging & Durability Simulation Software
By Dr. Roozbeh Dargazany, Ph.D., Michigan State University | 2nd most-cited author in rubber aging globally
Legacy aging tests take 6–18 months and cost $100K–$300K. K-Suite replaces them with a modular
polymer aging & durability simulation software
that combines physics-based constitutive models with a machine learning engine. Predict remaining useful life, simulate multi-stressor damage, and qualify materials in days — not months. Validated on 80,000+ measurements.
Four Modules. One Polymer Aging Durability Simulation Software Platform.
K-Suite is modular by design. Use one module or combine all four — each integrates seamlessly with FE solvers and your existing engineering stack.
K-LOAD
Rubber Aging Mechanical Simulation
rubber compound aging prediction•
Physics-based model for mechanical behavior of polymer components under multi-source environmental damage: radiation, thermal oxidation, and hydrolysis. Couples damage sources for synergistic FE simulation.
FREE 30-DAY TRIAL ➤
K-EXTREME
Polymer Survivability — Extreme Environments
polymer survivability in extreme environments
Machine-learned engine for conservative survivability estimates under single-event effects (SEE): loss-of-coolant accidents, solar flares, nuclear detonation. Validated on HPHT, geothermal, and space-grade data.
FREE 30-DAY TRIAL ➤
K-FAIL
Failure, Fracture & Shelf-Life Simulation
polymer rubber failure/fracture shelf-life simulation
Quantifies remaining useful life from synergistic radiation + thermal oxidation during service, and strength loss from one-time extreme events. Composite fatigue and multi-stressor aging in one model.
FREE 30-DAY TRIAL ➤
K-SENSE
Remote Condition Monitoring by Imaging
remote sensing condition monitoring by imaging, rubber aging through colorimetry
Machine-learned statistical model correlating optical parameters (RGB/IR imaging, colorimetry) to damage state and remaining useful life. Designed for field deployment with multi-stressor, multi-grade materials.
FREE 30-DAY TRIAL ➤
Real-World Proof Behind the Polymer Aging & Durability Simulation Software
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CNPC oil-well sealant trials
Lab measurements validated
K-Suite vs. traditional test
vs. Arrhenius-only methods
“In CNPC oil-well trials, K-Suite predicted 5-year sealant degradation with 95% accuracy — replacing a 6-month/$180K physical test.”
Scientific basis: Dargazany et al., “A network evolution model for the anisotropic Mullins effect in carbon black filled rubbers,” International Journal of Solids and Structures, 2012.
Industries We Serve
Every industy faces unique, constantly evolving challenges. K- Suite delivers the expertise, capabilities and tools to transform the design and production processes of industries.
Aerospace & Defense
DOD Space Force validated. Fatigue + multi-stressor aging for elastomers in extreme thermal and mechanical environments.
Space & Electronics
K-Extreme covers radiation, vacuum, and solar flare survivability for polymer and composite components.
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Nuclear Energy
Cable insulation remaining life via K-Sense. DOE SBIR funded. FDR/NDE digital twin integration.
EV & Electrification
Battery seal and insulation durability under heat, vibration, and moisture — multi-stressor K-Load simulation.
Oil & Gas
HPHT downhole seal performance. CNPC-validated. 35-day prediction replacing 6-month lab tests.
Works with Your Existing Engineering Stack
ANSYS Marketplace
Coming Q3 2026
MSC Software
Compatible
Abaqus / FEA
Compatible
Python / REST API
Developer access