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Comprehensive Ab Initio Quantum Computations of CO$_{\rm 2}$-H$_{\rm 2}$ and CO$_{\rm 2}$-He Collisional Properties
Announce Type: replace Abstract: We present comprehensive \textsl{ab initio} fully quantum calculations of CO$_{\rm 2}$--H$_{\rm 2}$ and CO$_{\rm 2}$--He collisional properties. Our framework combines CCSD(T) potential-energy-surface calculations with close-coupling dynamical scattering in the \YUMI~framework to derive elastic and inelastic cross sections, rate coefficients, and pressure broadening parameters. We characterize the rotational dependence of the broadening coefficients up to...
New deal from Wednesday sees Co-op selling £32 of fruit and veg for £3
New deal from Wednesday sees Co-op selling £32 of fruit and veg for £3 You can get a bag packed with fresh fruit and vegetables Co-op has today announced the launch of its Second Chance Saver Bags to offer shoppers value on fruit and veg while also reducing food waste. The retailer is launching £3 ‘mystery’ produce bags at selected Co-op stores, available to order on Deliveroo, that will allow shoppers to purchase fruit and veg items that could otherwise go to waste but are still perfectly...
Preserved CD4+ T cell helper function and coordinated antiviral immunity in people with HBV/HIV co-infection on long-term therapy
ABSTRACT Background & Aims: People with HBV/HIV co-infection on antiretroviral therapy achieve higher rates of HBV functional cure than those with HBV mono-infection, yet the immunological basis remains poorly characterised. HBV-specific CD4+ T cell responses are critical for viral control and functional cure but have been scarcely examined in HBV/HIV co-infection. Our previous studies in HBV/HIV co-infection demonstrated preserved stem-like CD8+ T cells and NK cell functional responses, but...
Scaling Multi-Agent Environment Co-Design with Diffusion Models
arXiv:2511.03100v2 Announce Type: replace Abstract: The agent-environment co-design paradigm jointly optimises agent policies and environment configurations in search of improved system performance. With application domains ranging from warehouse logistics to windfarm management, co-design promises to fundamentally change how we deploy multi-agent systems. However, current co-design methods struggle to scale.
Disentangling the effects of sea surface temperature and CO$_2$ in global machine learned weather-climate emulators
arXiv:2606.07928v1 Announce Type: new Abstract: While previous versions of the Ai2 Climate Emulator (ACE) have been trained with CO$_2$ as a forcing, they are only accurate within a narrow range of scenarios, for example climate over the last 80 years forced by observed sea surface temperature (SST), sea ice, and CO$_2$ (AMIP), or equilibrium or near-equilibrium climates with CO$_2$ concentrations ranging from 1x to 4x that of the present day. Attempting to simulate climate forced by AMIP...
Towards Generalizable Protein-ligand Co-folding with ACER
Predicting protein-ligand complex structures is a central challenge in drug discovery. While recent co-folding models such as AlphaFold-3 achieve accurate structure prediction, they fail to generalize to underexplored binding interfaces - systematically misplacing ligands, particularly for allosteric or structurally novel targets. To address this gap, we present ACER (A daptive Co-folding via pocket E xploration and pose R anking), a training-free framework that (a) enables co-folding models...
Word-Representable Co-Bipartite Graphs: Vertex Ordering, Representation Number, Speed, and Entropy
arXiv:2509.03064v2 Announce Type: replace-cross Abstract: A graph $G(V, E)$ is word-representable if there exists a word $w$ over the alphabet $V$ such that for distinct letters $x,y\in V$, $x$ and $y$ alternate in $w$ if and only if they are adjacent in $G$. In general, determining whether a graph is word-representable is an NP-complete problem. A graph is co-bipartite if its complement is bipartite. Therefore, the vertex set of a co-bipartite graph can be partitioned into two disjoint...
'I won't be a yes man': Co-chair of ACT Reconciliation council resigns
ACT Reconciliation Council co-chair Selina Walker resigns, says government is failing on First Nation's policy Mon 1 Jun 2026 at 10:52am In short: ACT Reconciliation Council co-chair Selina Walker has resigned, saying the territory government is failing on First Nation's policy. Her departure has been made public as the ACT marks today's Reconciliation Day public holiday — a key event the council provides advice on. It follows the resignation of Brendan Moyle, the former head of the ACT...
Uncertainty-Aware End-to-End Co-Design of Neural Network Processors: From Training and Mapping to Fabrication
arXiv:2606.04850v1 Announce Type: new Abstract: Designing a neural network processor is an end-to-end co-design problem: network architecture and training budget determine the inference workload; hardware mapping decisions determine chip area, latency, and energy; and these characteristics govern fabrication yield and manufacturing cost. In practice, these decisions are made in separate stages, and existing co-design methodologies are tightly coupled to specific algorithms, making it...
The co-creator of Scavengers Reign is working on a new show for Netflix
The co-creator of Scavengers Reign is working on a new show for Netflix 'Dealies' is about the staff of a big box store. Netflix has announced that it's picked up a new show called Dealies from Joe Bennett, the co-creator of Scavengers Reign and Common Side Effects, and Ted Travelstead, a voice actor on Scavengers Reign and a former supervising producer on The Great North. Dealies follows the staff of a big box retail store of the same name.