Author

Shu-Wen Yue

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Review Open access Oct 2026

Denario Project: Deep Knowledge Artificial Intelligence Agents for Scientific Discovery

We present , an Artificial Intelligence (AI) multiagent system designed to serve as a scientific research assistant. can perform many different tasks, such as generating ideas, checking the literature, developing research plans, writing and executing code, making plots, and drafting a scientific paper. The system has...

F. Villaescusa-Navarro, B. Bolliet, Pablo Villanueva-Domingo et al. · PRX Intelligence · 1 citation

#machine learning Preprint Aug 2026

AdaptNTK: Adaptive Uncertainty Quantification and Active Learning for Neural Network Potentials

AdaptNTK is introduced, a single-model framework that measures uncertainty as a regularized Mahalanobis distance in empirical neural tangent kernel (NTK) feature space, providing efficient single-model uncertainty estimation with sequential updates for data-efficient active learning.

P. Ananth, Shu-Wen Yue · 0 citations