Foundational Methods For Foundation Models For Scientific Mahine Learning
Автор: SpoonOS
Загружено: 2025-08-07
Просмотров: 327
Описание:
Key Points:
Pre-train & fine-tune paradigm for SciML, adapted from NLP/CV
Scaling laws: model size, data size vs. fine-tuning performance
Out-of-distribution transfer across physics parameters
Multi-task pre-training across physics problems
Failure modes at SciML–ML interface & mitigation strategies
Deployment at scale using HPC environments like NERSC
Website: https://xspoonai.github.io/spoon-cole...
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