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Tag: foundation

  • AI Foundation Model for Time Series with Innovations Representation

    AI Foundation Model for Time Series with Innovations Representation arXiv:2510.01560v1 Announce Type: new Abstract: This paper introduces an Artificial Intelligence (AI) foundation model for time series in engineering applications, where causal operations are required for real-time monitoring and control. Since engineering time series are governed by physical, rather than linguistic, laws, large-language-model-based AI foundation models…

  • Are Foundation Models Ready for Your Production Tabular Data?

    Are Foundation Models Ready for Your Production Tabular Data? A complete review of architectures to make zero-shot predictions in the most common types of datasets. The post Are Foundation Models Ready for Your Production Tabular Data? appeared first on Towards Data Science. Carmen Adriana Martínez Barbosa Go to original source

  • Towards a Physics Foundation Model

    Towards a Physics Foundation Model arXiv:2509.13805v1 Announce Type: cross Abstract: Foundation models have revolutionized natural language processing through a “train once, deploy anywhere” paradigm, where a single pre-trained model adapts to countless downstream tasks without retraining. Access to a Physics Foundation Model (PFM) would be transformative — democratizing access to high-fidelity simulations, accelerating scientific discovery,…