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Categories: Mathematics: Modeling
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Published Deep machine-learning speeds assessment of fruit fly heart aging and disease, a model for human disease



Drosophila -- known as fruit flies -- are a valuable model for human heart pathophysiology, includin...
Published Researchers outline promises, challenges of understanding AI for biological discovery



Machine learning is a powerful tool in computational biology, enabling the analysis of a wide range ...
Published Researchers successfully train a machine learning model in outer space for the first time



Scientists have trained a machine learning model in outer space, on board a satellite. This achievem ...
Published How network pruning can skew deep learning models - How Network Pruning Can Skew Deep Learning Models


Computer science researchers have demonstrated that a widely used technique called neural network pr...
Published Deep learning for new protein design


Deep learning methods have been used to augment existing energy-based physical models in 'do novo' o ...
Published A simpler path to better computer vision - A Simpler Path to Better Computer Vision


Research finds using a large collection of simple, un-curated synthetic image generation programs to...
Published Accelerating the discovery of single-molecule magnets with deep learning



Single-molecule magnets (SMMs) are exciting materials. In a recent breakthrough, researchers have us...
Published AI advancements make the leap into 3D pathology possible



Researchers present Tripath: new, deep learning models that can use 3D pathology datasets to make cl ...
Published Cracking the code of life: new AI model learns DNA's hidden language



With GROVER, a new large language model trained on human DNA, researchers could now attempt to decod...
Published Researchers teach an AI to write better chart captions



A new tool helps scientists develop machine-learning models that generate richer, more detailed capt ...
Published New model reduces bias and enhances trust in AI decision-making and knowledge organization


Researchers have developed a new explainable artificial intelligence (AI) model to reduce bias and e...
Published AI models are powerful, but are they biologically plausible?


Researchers hypothesize that a powerful type of AI model known as a transformer could be implemented...
Published Researchers use AI to find new magnetic materials without critical elements


A team of scientists developed a new machine learning model for discovering critical-element-free pe ...
Published What is the impact of predictive AI in the health care setting?



Models built on machine learning in health care can be victims of their own success, according to re ...
Published Deciphering the thermodynamic arrow of time in large-scale complex networks


A solution for temporal asymmetry -- or entropy production -- in thermodynamics has been developed t...
Published Evaluating cybersecurity methods



Researchers created a generic framework that enables an engineer or scientist to evaluate the effect...
Published When to trust an AI model



A new technique enables huge machine-learning models to efficiently generate more accurate quantific ...
Published When allocating scarce resources with AI, randomization can improve fairness



Researchers argue that, in some situations where machine-learning models are used to allocate scarce ...
Published Can a computer tell patients how their multiple sclerosis will progress?



Machine learning models can reliably inform clinicians about the disability progression of multiple ...
Published AI model aids early detection of autism



A new machine learning model can predict autism in young children from relatively limited informatio ...