Tag: genetic algorithm

An AI-driven inverse design protocol combining a Hammett-encoded neural network with genetic and swarm optimization has uncovered singlet fission candidates ...

A matched-budget study of LoRA fine-tuning finds that genetic algorithms and other search optimizers offer no consistent advantage over well-tuned ...

A machine-learning web application trained on hundreds of finite element simulations delivers near-instant rock-slope stability forecasts for seismically active mountain ...

A new study shows that a genetically optimized XGBoost model most accurately predicted ionospheric total electron content variations during Japan's ...

Researchers have developed a U-Net-based segmentation network that recovers high-frequency image details lost during downsampling, achieving record accuracy in segmenting ...

Researchers have proposed a new energy-based equal-area method that identifies near-fault velocity-pulse periods directly from the elastic input energy spectrum ...

Researchers have built a neural network and genetic algorithm framework that designs lightweight composite aircraft stiffened panels backwards from performance ...

A new scientometric review maps the rapid rise of research combining genetic algorithms with generative adversarial networks, revealing explosive growth ...

A new multi-branch deep learning model fusing satellite, weather, soil and extreme climate data predicts winter wheat yields in China ...

Researchers in South Korea used Kriging surrogate modeling and multi-objective global optimization to design multiple-harmonic individual blade pitch control schedules ...