








This report introduces LOGOS (Language Of Generative Objects in Science), a scientific generative language model that unifies diverse tasks across the natural sciences within a single autoregressive framework. LOGOS encodes scientific objects and their spatial interactions as tok
This paper presents a tensor network compression method (using matrix product states/tensor trains) for extreme-scale scientific data, using fluid dynamics as a testbed. The method is demonstrated for one-dimensional compression, showing lossless compression for random Fourier se









