MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202611116825 A) filed by Noida Institute Of Engineering And Technology Niet on September 30, 2026, for Adaptive Mixed-Precision Multi-Gpu System For Real-Time Fluid Dynamics Digital Twin.

Inventors include Ajeet Singh; and Shiv Narayan Prajapati.

The application for the patent was published on October 30, 2026, under issue no. 44/2026.

Abstract: An adaptive mixed-precision multi-GPU computational system (100) for real-time fluid dynamics digital twin simulation is disclosed. The system (100) comprises a sensor data acquisition module (110), an adaptive precision selection engine (120) with a residual monitor unit (122), a precision policy controller (124) implementing a two-tier mechanism combining rule-based thresholds and a machine learning classifier, and a precision transition manager (126) with fallback logic, a multi-GPU distributed solver architecture (130), a matrix-free finite element computation module (140) with sum-factorization and batch-processing element mapping, a multigrid preconditioning module (150), a digital twin synchronization engine (160) with ensemble Kalman filtering and divergence correction, a visualization module (170), and a central orchestration controller (180). The engine (120) dynamically assigns precision levels per solver stage based on residual analysis, maximizing throughput while maintaining fidelity.

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