At Raynumeric, we create and deploy "Digital Twin (DT)" using Sensors, Internet of Things (IoT), Machine Learning, Artificial Intelligence (AI), Physics Informed Neural Network (PINN), Big Data, Cloud Computing, Edge computing to achieve better predictive maintenance, prevents down time, failures & unplanned outages, anomaly detection, accurate prediction of Remaining Useful Life (RUL), better Control & Performance Optimization, real-time monitoring Complex & Remote assets, reduce operation & maintenance cost, reduce operational risks & hazards, thereby deliver safer and smarter products. Raynumeric, provides Engineering Simulation Software & Consulting in CAE, mainly Computational Fluid Dynamics (CFD), FEA, NVH, Strength & Durability, Acoustics, Multi Body Dynamics (MBD), Virtual Product Design, Automation, Optimization & Advanced Engineering to Global customers. Promote Sentient Science & DEP Meshworks, solve Customer's challenges & adoption. Sentient Science provides digital twin technology to predict the life of mechanical systems in aerospace, automotive, rail and wind. Sentient's DigitalClone® SaaS solutions use proprietary physics-based modeling & machine learning AI to unlock insights that lower the costs of designing, operating, and sustaining high value assets. https://www.raynumeric.com