Automating the scientific method: An LLM agent acts as principal investigator, proposing novel inorganic crystal structures while a Graph Neural Network surrogate model predicts material properties. A ...
Abstract: We propose a Physics-Informed Neural Network (PINN) approach to model elastic wave propagation in 2D plate-like structures with potential fractures. The goal is to retrieve the ...
Modern neuroscience and the computational modeling of the activities of vast, integrated neural networks provide fruitful accounts of how our minds work and learn.
Abstract: Carbon dioxide (CO2), a major greenhouse gas, has a profound impact on global climate change. Satellite remote sensing is a crucial approach for monitoring the column-averaged dry-air mole ...
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