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Mechanical Engineering

Transferrable Multiphysics Foundation Model

Develop a comprehensive multiphysics foundation model that can be applied across various mechanical systems, integrating physics-based models, experimental data, and machine learning for broad transferability.

Resources (3)

Multiple Physics Pretraining for Physical Surrogate Models
Research and Reviews
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
Research and Reviews
Polymathic
Initiative

R&D Gaps (1)

Modeling Mechanical Systems is Hard

Mechanical Engineering
The simulation and modeling of complex mechanical systems is challenging due to the intricate interplay of multiple physical phenomena. Improved computational models can enhance design and optimization.
Mechanical Engineering
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