Researchers have proposed a unifying mathematical framework that helps explain why many successful multimodal AI systems work ...
New math model controls biological noise at single-cell level, offering a path to tackle cancer relapse and drug resistance.
Why does cancer sometimes recur after chemotherapy? Why do some bacteria survive antibiotic treatment? In many cases, the answer appears to lie not in genetic differences, but in biological noise - ...
Abstract: Cancer is a complex disease that can affect any body part. One key feature of cancer is the rapid production of abnormal cells that grow beyond their usual borders and can invade adjoining ...
This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...
These days, large language models can handle increasingly complex tasks, writing complex code and engaging in sophisticated ...
AI shapes daily life but remains unreliable and costly. Canada can lead by investing in the mathematics that make these ...
They used powerful mathematical theorems—including Gödel's incompleteness theorem—to prove that a complete and consistent description of everything requires what they call "non-algorithmic ...
Introduction The COVID-19 pandemic highlighted the significance of mathematical modelling in decision-making and the limited capacity in many low-income and middle-income countries (LMICs). Thus, we ...
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