“The project is built with a 'subtraction' development philosophy, focusing on only the essential features.”

“"OpenAI不要！ローカルLLM（Ollama）で完全無料運用"”

“The study provides additional evidence that high-$M_A$ regions of coronal shock surface are instrumental in energetic particle phenomenology.”

“RGBT-Ground, the first large-scale visual grounding benchmark built for complex real-world scenarios.”

“If seafloor weathering has a stronger feedback than continental weathering and accounts for a large portion of global silicate weathering, then the remaining lifespan of the terrestrial biosphere can be shortened, but a lifespan of more than 1 billion yr (Gyr) remains likely.”

“Compared to existing state-of-the-art AI models, our system offers higher spatial resolution. It is cheap to train/run and requires no additional post-processing.”

“Solar flares are the largest energy-release events in the Solar System, allowing us to study fundamental physical phenomena under extreme conditions.”

“We uncover distinct features on a wide range of length and time scales that correspond to tropical cyclones, atmospheric rivers, diurnal and seasonal behavior, large-scale precipitation patterns, specific geographical coding, and sea-ice extent, among others.”

“Humid heat is locally amplified by 1-4°C, with maximum amplification for the critical soil moisture length-scale λc = 50 km.”

“Achieved over 95% accuracy for road condition classification using deep learning.”

“Their financial backers are advising them to build 'fortress-like' balance sheets to protect them from a potential cooling of the AI investment frenzy next year.”

“AVOID consists of a large set of unexpected road obstacles located along each path captured under various weather and time conditions.”

“WRCFormer achieves state-of-the-art performance on the K-Radar benchmarks, surpassing the best model by approximately 2.4% in all scenarios and 1.6% in the sleet scenario, highlighting its robustness under adverse weather conditions.”

“The skill of our distilled models scales with increasing synthetic training data, even when that data is orders of magnitude larger than ERA5. This represents the first demonstration that AI-generated synthetic training data can be used to scale long-range forecast skill.”

“The LSTM network achieves the lowest prediction error.”

“"I think we need to be asking 'what is a reasonable number of [autonomous vehicles] to have on city streets, by time of day, by geography and weather?'"”

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“submitted by /u/sci_guy0”

“The research likely delves into the mathematical and physical properties of fluid dynamics, specifically focusing on how waves influence the instability and eventual breakdown of vortices.”

“The study focuses on classifying urban regions based on the strength of correlation between pollutants and weather.”

“Experiments on Swedish and MRMS datasets show consistent improvements over state-of-the-art methods, achieving over 60 % and 19% gains in heavy-rainfall CSI at an 80-minute lead time.”

“Incorporating cosmic-ray information further improves 48-hour forecast skill by up to 25.84% (from 0.178 to 0.224).”

“Agent2Agent（A2A）とModel Context Protocol（MCP）クライアントの統合を実証するウェブアプリケーションのサンプルを見ていきます。”

“Compact Ca II K brightenings precede solar flares.”

“The improved forecast enables more accurate reserve estimation, reducing procurement costs by 5.53% in 2035 scenario compared to a well-validated numerical weather prediction model. Applying the risk-based aggregation further reduces total production costs by 7.21%.”

“Omni-Weather achieves state-of-the-art performance in both weather generation and understanding. Generative and understanding tasks in the weather domain can mutually enhance each other.”

“"Intelligent driving in water applications faces challenges in software algorithms, reliability, and cost."”

“Rapid and efficient response to disaster events is essential for climate resilience and sustainability.”

“Model Context Protocol (MCP) is a standard protocol for integrating external data and tools into LLM applications.”

“The study focuses on flux rope formation through flux cancellation of sheared coronal arcades in a 3D convectively-driven MHD simulation.”

“The study is based on observations from ArXiv.”

“The study focuses on developing a model for MJO forecast.”

“The study analyzes the decrease of photospheric horizontal magnetic field preceding a major solar eruption.”

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“The article's source is ArXiv, suggesting a pre-print or research paper.”

“HiRO-ACE is trained on a 3 km global storm-resolving model.”

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“The research focuses on diffusion-based restoration for multi-modal 3D object detection.”

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“The article's source is ArXiv, suggesting peer-reviewed or preliminary findings.”

“The article is a research paper, so a direct quote is not available without access to the paper itself. The core concept revolves around improving wind dynamics simulations using AI.”

“The research focuses on salient object detection in complex weather conditions.”

“The article's focus is on evasion attacks within weather prediction models.”

“The article likely focuses on the sensitivity of the AI model to small changes in the input data, a crucial aspect of real-world application.”

“The system utilizes a modular LLM-agent approach.”

“The system utilizes an LLM-Agent architecture for generating explainable weather forecast reports.”