This article offers a concise, one‑page overview of more than 100 pivotal AI‑for‑Science papers published in 2025, spanning biomedicine, materials chemistry, climate modeling, astronomy and other fields, and includes key findings, citations, and links for each breakthrough.
Huawei Cloud’s Pangu weather large model leverages a 3‑D neural network and AI‑driven temporal aggregation to deliver seven‑day global forecasts up to ten thousand times faster than traditional methods, improving accuracy and lead time over established ECMWF systems.
This article examines George Box’s famous maxim that all models are wrong but some are useful, explaining the nature and purpose of models, their inherent limitations, and illustrating their value through examples such as epidemic SIR models, logistic growth, climate projections, and financial pricing models.
John von Neumann, a 20th‑century polymath, revolutionized computing with the von Neumann architecture, contributed to the Manhattan Project, pioneered game theory, advanced quantum mechanics, and foresaw climate change, leaving a legacy that still underpins today’s technology and strategic thinking.
