We introduce AutomataGPT, a generative pretrained transformer (GPT) trained on synthetic spatiotemporal data from 2D cellular automata to learn symbolic rules. Demonstrating strong performance on both forward and inverse tasks, AutomataGPT establishes a scalable, domain‐agnostic framework for interpretable modeling, paving the way for future ...
Jaime A. Berkovich +2 more
wiley +1 more source
Safety and efficacy of major antiviral and immune therapies in pregnancy for maternal viral infections: evidence synthesis of maternal and neonatal outcomes. [PDF]
Sleman S +4 more
europepmc +1 more source
Climate Change Threatens Micronutrient Density of European Winter Wheat
Micronutrients are vital for human health. Wheat is a major staple crop and a significant source of minerals and B‐vitamins. The impact of climate change on their content remains largely unknown. We evaluated micronutrient levels in European winter wheat grown under historical and projected climate conditions. Our findings indicate that future climates
Da Cao +17 more
wiley +1 more source
Reliable ECG classification using parallel hybrid models with limited resources. [PDF]
Alyahya S +5 more
europepmc +1 more source
CRC-Former: frequency-domain adaptive swin-transformer for colorectal cancer histopathology classification. [PDF]
Chen L, Li C, Meng F, Tai J, Wang K.
europepmc +1 more source
Prevalence of drug resistance mutations and their association with time to virological failure in people living with HIV in Uganda. [PDF]
Ankunda C +6 more
europepmc +1 more source
Radiomics-integrated machine learning framework for quantitative breast cancer diagnosis. [PDF]
Jayakrishnan K, Katal N.
europepmc +1 more source
Dual-graph knowledge distillation for few-shot class-incremental microorganism recognition. [PDF]
Xu S, Hu Y, Zhang Y, Chen L, Yin Y.
europepmc +1 more source

