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Atomizer/optimization_engine/surrogates/__init__.py

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feat: Pre-migration checkpoint - updated docs and utilities Updates before optimization_engine migration: - Updated migration plan to v2.1 with complete file inventory - Added OP_07 disk optimization protocol - Added SYS_16 self-aware turbo protocol - Added study archiver and cleanup utilities - Added ensemble surrogate module - Updated NX solver and session manager - Updated zernike HTML generator - Added context engineering plan - LAC session insights updates 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-29 10:22:45 -05:00
"""
Surrogate models for FEA acceleration.
Available surrogates:
- EnsembleSurrogate: Multiple MLPs with uncertainty quantification
- OODDetector: Out-of-distribution detection
"""
from .ensemble_surrogate import (
EnsembleSurrogate,
OODDetector,
create_and_train_ensemble
)
__all__ = [
'EnsembleSurrogate',
'OODDetector',
'create_and_train_ensemble'
]
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