AI4Science Engine

The AI4Science Engine is the core workflow hub from scientific problem framing to software delivery.

Modules

• Symbolic AI: equation discovery, constraints, and priors.
• Neural Solver: PINN, operator learning, and surrogate modeling.
• Scientific Agent: planning, code generation, and experiment orchestration.

Output Goals

• Shorter modeling cycles
• Reproducible scientific workflows
• Maintainable software assets