Sharing our latest results on fine-tuning BERT-base for scientific literature classification. We achieved 94.2% accuracy on the SciPaper benchmark, improving over the baseline by 6.8%. Key findings:
This investigation is concerned with the description of patterns that are generated by a computer model that mimics fungal colonies. The computer model is based on parameters that can be related to b
Black-and-white graphic images of great artists: Durer, Rembrandt, Picasso and Munch were analyzed in terms of fractal geometry. The pictures were digitized and the spatial distributions of the resul
A number of recent experiments have shown that surfactants can modify the growth mode of an epitaxial film, suppressing islanding and promoting layer-by-layer growth. Here a set of coupled equations
Several nonlinear stochastic differential equations have been proposed in connection with self-organized critical phenomena. Due to the threshold condition involved in its dynamic evolution, an infin
We analyze the behavior of some characteristic lengths of the normal modes of square percolating lattices at threshold. Generalized inverse participation ratios are taken as estimates of the localiza
The mass radius relation (mrr) allows the estimation of a local fractal dimension Dl, which depends on a chosen site l of a set, taken as center position for the mrr. We find an unexpected wide range