Dateline geophysics lights up Californian rare earths huntwww.smh.com.au
Dateline Resources has identified three high-priority heavy rare earth element (HREE) targets at its Music Valley project in California, following analysis of airborne magnetic and radiometric survey data. The geophysical interpretation revealed structurally complex zones with po
Tensor network compression using fluid dynamics as a testbed: Analytical foundations in one dimensionarxiv.org
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
Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciencesarxiv.org
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
AI’s environmental costs threaten water, land and climatenews.un.org
AI's growing environmental footprint extends beyond carbon emissions to include massive water and land consumption. Data centres powering AI could consume 945 terawatt-hours of electricity annually by 2030 — nearly triple the combined electricity use of Pakistan, Bangladesh, and
Ask HN: What has been bothering you lately?news.ycombinator.com
The author reflects on the current state of "Scientific AI," noting that while LLMs accelerate digital process development—debugging, stitching together pipelines, and improving code for scientific tools—there is a lingering doubt about whether this truly advances science or just
Why eldest siblings are brainierecon.st
A new study suggests that the reason first-born children tend to outperform younger siblings in educational achievement and income may be related to germs rather than personality traits. While stereotypes portray eldest children as responsible and younger ones as rebellious, larg
Neural Cellular Automata: From Cells to Pixelscells2pixels.github.io
This article discusses Neural Cellular Automata (NCA), a computational model that operates on a coarse lattice of cells, using mesh vertices as an example. It explains how sampling points inside triangle primitives correspond to NCA cells, with local coordinates expressing positi
He’s studied procrastination for 40 years. Here’s what he’s learned.www.washingtonpost.com
Joseph Ferrari, a psychologist who has studied procrastination for 40 years, explores the psychology behind why people delay tasks. His research began during his PhD when he noticed a gap in experimental psychology literature on the topic. He has since examined procrastination ac