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Found 4 papers, 2 papers with code
An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain
With the growing amount of text in health data, there have been rapid advances in large pre-trained models that can be applied to a wide variety of biomedical tasks with minimal task-specific modifications.
Using Spectral Submanifolds for Optimal Mode Selection in Model Reduction
Model reduction of large nonlinear systems often involves the projection of the governing equations onto linear subspaces spanned by carefully-selected modes.
Dynamical Systems Computational Engineering, Finance, and Science
Multi Sense Embeddings from Topic Models
Distributed word embeddings have yielded state-of-the-art performance in many NLP tasks, mainly due to their success in capturing useful semantic information.
Fast Computation of Steady-State Response for Nonlinear Vibrations of High-Degree-of-Freedom Systems
We derive conditions under which the integral equation can be solved by a simple and fast Picard iteration even for non-smooth mechanical systems.
Dynamical Systems Computational Engineering, Finance, and Science Numerical Analysis Chaotic Dynamics
