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.
The exorbitant cost of training Neural Radiance Fields (NeRF) makes it essential to protect them from illegal copying and unauthorized usage. Recent attempts at NeRF protection utilize watermarking ...
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