Attentive Energy
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Adaptive Physics Transformer with Fused Global-Local Attention for Subsurface Energy Systems
arXiv:2602.11208v2 Announce Type: replace Abstract: The Earth's subsurface is a cornerstone of modern society, providing essential energy resources like hydrocarbons, geothermal, and minerals while serving as the primary reservoir for $CO_2$ sequestration. However, full physics numerical simulations of these systems are notoriously computationally expensive due to geological heterogeneity, high resolution requirements, and the tight coupling of physical processes with distinct propagation...
Relativistic deceleration vs acceleration, Unruh effect observation, and the Schott energy
Announce Type: new Abstract: This article examines finite-time relativistic deceleration and its energy balance within the Lorentz-Abraham-Dirac equation, with special attention to boundary Schott-energy terms. From experimental and kinematical viewpoints, deceleration differs from acceleration. Proper accelerations or decelerations relevant to Unruh-effect observations may be more naturally realized in deceleration than in comparable acceleration scenarios.
Seven women accuse David Sullivan of sexually exploitative and predatory behaviour
Seven women accuse David Sullivan of sexually exploitative and predatory behaviour The former West Ham joint chair resigned his role on Saturday saying he intended to ‘apply my full energy and attention on fighting these false allegations’ that have emerged in a join investigation by the BBC and The Times - Bookmark Seven women have made allegations of sexual exploitative and predatory behaviour against West Ham co-owner David Sullivan. The claims have been made in a joint investigation by...
The Guardian view on the Aberdeen South byelection: the politics of energy take centre stage | Editorial
While Westminster’s attention is focused on Andy Burnham and Makerfield, another pivotal byelection is taking place in Scotland’s north-eastThe coming byelection in Makerfield, from where Andy Burnham aspires to make rapid progress towards Downing Street, is perhaps the most consequential in British political history. But the decision by the Scottish National party’s former Westminster leader, Stephen Flynn, to relocate to Holyrood means that another pivotal contest is taking place more than...
The Guardian view on the Aberdeen South byelection: the politics of energy take centre stage | Editorial
While Westminster’s attention is focused on Andy Burnham and Makerfield, another pivotal byelection is taking place in Scotland’s north-eastThe coming byelection in Makerfield, from where Andy Burnham aspires to make rapid progress towards Downing Street, is perhaps the most consequential in British political history. But the decision by the Scottish National party’s former Westminster leader, Stephen Flynn, to relocate to Holyrood means that another pivotal contest is taking place more than...
The Guardian view on the Aberdeen South byelection: the politics of energy take centre stage | Editorial
While Westminster’s attention is focused on Andy Burnham and Makerfield, another pivotal byelection is taking place in Scotland’s north-eastThe coming byelection in Makerfield, from where Andy Burnham aspires to make rapid progress towards Downing Street, is perhaps the most consequential in British political history. But the decision by the Scottish National party’s former Westminster leader, Stephen Flynn, to relocate to Holyrood means that another pivotal contest is taking place more than...
The Guardian view on the Aberdeen South byelection: the politics of energy take centre stage | Editorial
While Westminster’s attention is focused on Andy Burnham and Makerfield, another pivotal byelection is taking place in Scotland’s north-eastThe coming byelection in Makerfield, from where Andy Burnham aspires to make rapid progress towards Downing Street, is perhaps the most consequential in British political history. But the decision by the Scottish National party’s former Westminster leader, Stephen Flynn, to relocate to Holyrood means that another pivotal contest is taking place more than...
Transformer-Based Autonomous Driving Models and Deployment-Oriented Compression: A Survey
Announce Type: replace Abstract: Transformer-based models are becoming a central paradigm in autonomous driving because they can capture long-range spatial dependencies, multi-agent interactions, and multimodal context across perception, prediction, and planning. At the same time, their deployment in real vehicles remains difficult because high-capacity attention-based architectures impose substantial latency, memory, and energy overhead. This survey reviews representative Transformer-based...
Seven states sue Trump administration over offshore wind project deal
Seven states sue Trump administration over offshore wind project deal The states contend the deal will harm their states’ economies, energy grids and climate goals - Bookmark New York’s Attorney General has sued the Trump administration over a controversial deal to terminate an offshore wind project. The agreement, revealed in March, grants French company TotalEnergies $1 billion – essentially a refund for its offshore wind leases off New York and North Carolina – on the condition it invests...
Beyond Sinusoids: A Morlet Wavelet Framework for Transformer Positional Encoding
arXiv:2606.01258v1 Announce Type: new Abstract: Standard positional encodings for transformers - sinusoidal and rotary (RoPE) - treat every position as equally local: they encode where a token is, but not how far its positional influence should extend. We propose that the Morlet wavelet, which simultaneously minimises uncertainty in position and frequency, is the natural basis for positional encoding, and introduce Morlet Positional Encoding (MoPE): each embedding dimension learns its own...