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SITOLUB is developing next-generation lubricant evaluation models to meet the industry’s critical need for safer, more functional, and sustainable products. Our project leverages innovative data augmentation techniques to enhance existing datasets and experimental results. Integration with the i-TRIBOMAT test bed will ensure comprehensive validation and accelerate market adoption of these advanced models.