Zobrazeno 1 - 10
of 5 362
pro vyhledávání: '"Wood, David P"'
Autor:
Daga, Karan, Agarwal, Siddharth, Moti, Zaeem, Lee, Matthew BK, Din, Munaib, Wood, David, Modat, Marc, Booth, Thomas C
Purpose: Subarachnoid haemorrhage is a potentially fatal consequence of intracranial aneurysm rupture, however, it is difficult to predict if aneurysms will rupture. Prophylactic treatment of an intracranial aneurysm also involves risk, hence identif
Externí odkaz:
http://arxiv.org/abs/2412.04749
Autor:
Johnson, Sandra, Hyland-Wood, David
This paper provides a primer on Large Language Models (LLMs) and identifies their strengths, limitations, applications and research directions. It is intended to be useful to those in academia and industry who are interested in gaining an understandi
Externí odkaz:
http://arxiv.org/abs/2412.04503
Autor:
Golmirzaee, Narges, Wood, David H.
This study concerns the far-field boundary conditions (BCs) for airfoil simulations at high incidence where the lift and drag are comparable in magnitude and the moment is significant. A NACA 0012 airfoil was simulated at high Reynolds number with th
Externí odkaz:
http://arxiv.org/abs/2411.13077
Autor:
Hyland-Wood, David, Johnson, Sandra
This paper summarises the intersection of Web3 and AI technologies, synergies between these technologies, and gaps that we suggest exist in the conception of the possible integrations of these technologies. The summary is informed by a comprehensive
Externí odkaz:
http://arxiv.org/abs/2411.04318
We prove that every planar graph is contained in $H_1\boxtimes H_2\boxtimes K_2$ for some graphs $H_1$ and $H_2$ both with treewidth 2. This resolves a question of Liu, Norin and Wood [arXiv:2410.20333]. We also show this result is best possible: for
Externí odkaz:
http://arxiv.org/abs/2411.00343
This paper explores the structure of graphs defined by an excluded minor or an excluded odd minor through the lens of graph products and tree-decompositions. We prove that every graph excluding a fixed odd minor is contained in the strong product of
Externí odkaz:
http://arxiv.org/abs/2410.20333
Autor:
Campbell, Rutger, Davies, James, Distel, Marc, Frederickson, Bryce, Gollin, J. Pascal, Hendrey, Kevin, Hickingbotham, Robert, Wiederrecht, Sebastian, Wood, David R., Yepremyan, Liana
Treewidth and Hadwiger number are two of the most important parameters in structural graph theory. This paper studies graph classes in which large treewidth implies the existence of a large complete graph minor. To formalise this, we say that a graph
Externí odkaz:
http://arxiv.org/abs/2410.19295
Autor:
Zhang, Ruya, Brooker, Charles, Whitehouse, Laura L. E., Thomson, Neil H., Wood, David, Tronci, Giuseppe
The mechanical competence and suturing ability of collagen-based membranes are paramount in Guided Bone Regeneration (GBR) therapy, to ensure damage-free implantation, fixation and space maintenance in vivo. However, contact with the biological mediu
Externí odkaz:
http://arxiv.org/abs/2410.13679
Autor:
Wood, David, Lublinsky, Boris, Roytman, Alexy, Singh, Shivdeep, Adam, Constantin, Adebayo, Abdulhamid, An, Sungeun, Chang, Yuan Chi, Dang, Xuan-Hong, Desai, Nirmit, Dolfi, Michele, Emami-Gohari, Hajar, Eres, Revital, Goto, Takuya, Joshi, Dhiraj, Koyfman, Yan, Nassar, Mohammad, Patel, Hima, Selvam, Paramesvaran, Shah, Yousaf, Surendran, Saptha, Tsuzuku, Daiki, Zerfos, Petros, Daijavad, Shahrokh
Data preparation is the first and a very important step towards any Large Language Model (LLM) development. This paper introduces an easy-to-use, extensible, and scale-flexible open-source data preparation toolkit called Data Prep Kit (DPK). DPK is a
Externí odkaz:
http://arxiv.org/abs/2409.18164
We show that a quantum spin system has an exact free-parafermion solution if its frustration graph is an oriented indifference graph. Further, we show that if the frustration graph of a model can be dipath oriented via switching operations, then the
Externí odkaz:
http://arxiv.org/abs/2408.09684