115 citations
- University of SouthamptonGB9 papers
- Institute for Advanced StudyUS2 papers
- Queen Mary University of LondonGB2 papers
- Agency for Science, Technology and ResearchSG1 paper
- Bioinformatics InstituteSG1 paper
- California Institute of TechnologyUS1 paper
- Centre for Theoretical Physics and AstrophysicsUZ1 paper
- Centro de Astrofísica e GravitaçãoPT1 paper
- Duke-NUS Medical SchoolSG1 paper
- Folkhälsans ForskningscentrumFI1 paper
- Imperial College LondonGB1 paper
- Institució Catalana de Recerca i Estudis AvançatsES1 paper
9 papers
Machine Learning Toric Duality in Brane Tilings
Pietro Capuozzo, Tancredi Schettini Gherardini, Benjamin Suzzoni
We apply a variety of machine learning methods to the study of Seiberg duality within 4d quantum field theories arising on the worldvolumes of D3-branes probing tor…
Incorporation of model accuracy in gravitational wave Bayesian inference
Charlie Hoy, Sarp Akcay, Jake Mac Uilliam +1
Inferring the properties of colliding black holes from gravitational-wave observations is subject to systematic errors arising from modelling uncertainties. Although the accuracy o…
Prospective Prediction of Body Mass Index Trajectories using Multi-task Gaussian Processes
Arthur Leroy, Varsha Gupta, Mya Thway Tint +9
Clinicians often investigate the body mass index (BMI) trajectories of children to assess their growth with respect to their peers, as well as to anticipate future growth and disea…
Boundaries in Free Higher Derivative Conformal Field Theories
Adam Chalabi, Christopher P. Herzog, Krishnendu Ray +3
We consider free higher derivative theories of scalars and Dirac fermions in the presence of a boundary in general dimension. We establish a method for finding consistent conformal…
Boson stars and solitons confined in a Minkowski box
Oscar J. C. Dias, Ramon Masachs, Paul Rodgers
We consider the static charged black hole bomb system, originally designed for a (uncharged) rotating superradiant system by Press and Teukolsky. A charged scalar field confined in…
Crossing a large- phase transition at finite volume
Yago Bea, Oscar J. C. Dias, Thanasis Giannakopoulos +4
The existence of phase-separated states is an essential feature of infinite-volume systems with a thermal, first-order phase transition. At energies between those at which the phas…