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AA issues drowsy driving warning ahead of late-night World Cup matches
AA issues drowsy driving warning ahead of late-night World Cup matches Some World Cup games may not end until 4am in the UK due to the difference in time zones - Bookmark - CommentsGo to comments Drivers tired from staying up late to watch the World Cup could cause a spike in road crashes, a motoring organisation has warned. The AA’s Accident Assist claim support service said fatigue has a similar impact on drivers as alcohol, with slower reaction times, worse decision making and less...
From Capability Models to Automated Planning: An AAS-Native Approach for Automatic PDDL Generation
arXiv:2606.02167v1 Announce Type: new Abstract: Engineers designing production systems need to verify that a given layout supports all required production sequences. Automated planning techniques can answer such questions, but formulating the required planning problems in the Planning Domain Definition Language (PDDL) demands specialized expertise that production engineers typically lack.
Driveway 'rule' EV motorists urged to follow by the AA when hot weather hits
EV drivers should follow a general rule of thumb to avoid issues with their car's battery
Reactivity-Informed Machine Learning for Performance Prediction and Design Space Exploration of Alkali-Activated Slag
Announce Type: cross Abstract: Establishing quantitative relationships among mix design, raw material properties, curing conditions, and performance remains a long-standing challenge in cementitious materials, particularly for alkali-activated materials with variable precursor and activator chemistry. Here, we curated the largest literature-derived alkali-activated slag (AAS) dataset to date, comprising over 3100 compressive strength records, 155 chemically distinct ground granulated...
Fuel price scheme hailed for saving drivers money as petrol costs hit a three-year high
Fuel price scheme hailed for saving drivers money as petrol costs hit a three-year high The average price of a litre of petrol at UK forecourts reached 159.7p last week - Bookmark - CommentsGo to comments A government fuel comparison scheme has been lauded for potentially preventing even steeper costs for motorists, despite average petrol prices reaching a three-and-a-half-year high. The AA suggested the Government’s Fuel Finder tool likely "played a big role" in mitigating the impact on...
ANNEKA RICE: 'Britain is more divided than ever but The Big Help Out brings hope'
AA Milne put it beautifully –“Piglet was so excited at the idea of being Useful that he forgot to be frightened any more." I’m writing my memoir and I realise there’s a strong theme – that the family you’re born into is only a starting point. As you go through life you join communities that enrich and hold you up – and many of my ‘families’ have been found through volunteering.
Cloning a Sennheiser BA2015 battery pack
One of the annoying things about electronics is that so many companies must make their own incompatible battery packs. For many products these are expensive but at some level still reasonable, the battery pack contains the protection circuitry and some guaranteed high quality Li-ion cells. This is not one of those devices.
Reconstructing Synthetic SDO/AIA 193 A EUV Images from He I 10830 A Observations with Diffusion Model Translator
arXiv:2606.08652v1 Announce Type: cross Abstract: Routine full-disk EUV imaging has been available only since the modern era, such as SOHO and SDO. To extend EUV coronal context into earlier periods, we leverage the multi-decade availability of full-disk \HeI{} observations, whose absorption is modulated by coronal irradiance and magnetic topology and is widely used as a proxy for open-field regions. We present a diffusion-based conditional image translation framework, Coronal Hole-aware...
The Unreasonable Redundancy of Nature's Protein Folds
The Unreasonable Redundancy of Nature's Protein Folds Over the last few years, deep neural networks have made generative language modeling dramatically more powerful, giving us large language models. A similar leap happened for continuous modalities like images and videos.
Are Deep Learning Based Hybrid PDE Solvers Reliable? Why Training Paradigms and Update Strategies Matter
arXiv:2602.06842v2 Announce Type: replace Abstract: Deep learning-based hybrid iterative methods (DL-HIMs) integrate classical numerical solvers with neural operators, utilizing their complementary spectral biases to accelerate convergence. Despite this promise, many DL-HIMs stagnate at false fixed points where neural updates vanish while the physical residual remains large, raising questions about reliability in scientific computing. In this paper, we provide evidence that performance is...