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Holdout Sets for Safe Predictive Model Updating (2024)
Journal Article
Haidar-Wehbe, S., Emerson, S. R., Aslett, L. J., & Liley, J. (in press). Holdout Sets for Safe Predictive Model Updating. Annals of Applied Statistics,

Predictive risk scores for adverse outcomes are increasingly crucial in guiding health interventions. Such scores may need to be periodically updated due to change in the distributions they model. However, directly updating risk scores used to guide... Read More about Holdout Sets for Safe Predictive Model Updating.

Development and assessment of a machine learning tool for predicting emergency admission in Scotland (2024)
Journal Article
Liley, J., Bohner, G., Emerson, S., Mateen, B., Borland, K., Carr, D., Heald, S., Oduro, S., Ireland, J., Moffat, K., Porteous, R., Riddell, S., Cunningham, N., Holmes, C., Payne, K., Vollmer, S., Vallejos, C., & Aslett, L. (2024). Development and assessment of a machine learning tool for predicting emergency admission in Scotland. Nature, 7, Article 277. https://doi.org/10.1038/s41746-024-01250-1

Emergency admissions (EA), where a patient requires urgent in-hospital care, are a major challenge for healthcare systems. The development of risk prediction models can partly alleviate this problem by supporting primary care interventions and public... Read More about Development and assessment of a machine learning tool for predicting emergency admission in Scotland.

Global aspects of 3-form gauge theory: implications for axion-Yang-Mills systems (2024)
Journal Article
Anber, M. M., & Chan, S. Y. L. (2024). Global aspects of 3-form gauge theory: implications for axion-Yang-Mills systems. Journal of High Energy Physics, 2024(10), Article 113. https://doi.org/10.1007/jhep10%282024%29113

We investigate the proposition that axion-Yang-Mills systems are characterized by a 3-form gauge theory in the deep infrared regime. This hypothesis is rigorously examined by initially developing a systematic framework for analyzing 3-form gauge theo... Read More about Global aspects of 3-form gauge theory: implications for axion-Yang-Mills systems.

Preventing Cardiac Damage in Patients Treated for Breast Cancer and Lymphoma: The PROACT Clinical Trial (2024)
Journal Article
Austin, D., Maier, R. H., Akhter, N., Sayari, M., Ogundimu, E., Maddox, J. M., Vahabi, S., Humphreys, A. C., Graham, J., Oxenham, H., Haney, S., Cresti, N., Verrill, M., Osborne, W., Wright, K. L., Goranova, R., Bailey, J. R., Kalakonda, N., Macheta, M., Kilner, M. F., …Plummer, C. (2024). Preventing Cardiac Damage in Patients Treated for Breast Cancer and Lymphoma: The PROACT Clinical Trial. Journal of the American College of Cardiology, 6(5), 684-696. https://doi.org/10.1016/j.jaccao.2024.07.010

Background
Cardiotoxicity is a concern for cancer survivors undergoing anthracycline chemotherapy. Enalapril has been explored for its potential to mitigate cardiotoxicity in cancer patients. The dose-dependent cardiotoxicity effec... Read More about Preventing Cardiac Damage in Patients Treated for Breast Cancer and Lymphoma: The PROACT Clinical Trial.

Shear-driven magnetic buoyancy in the solar tachocline: dependence of the mean electromotive force on diffusivity and latitude (2024)
Journal Article
Duguid, C. D., Bushby, P. J., & Wood, T. S. (2024). Shear-driven magnetic buoyancy in the solar tachocline: dependence of the mean electromotive force on diffusivity and latitude. Monthly Notices of the Royal Astronomical Society, 535(1), 78-89. https://doi.org/10.1093/mnras/stae2347

The details of the dynamo process that is responsible for driving the solar magnetic activity cycle are still not fully understood. In particular, while differential rotation provides a plausible mechanism for the regeneration of the toroidal (azimut... Read More about Shear-driven magnetic buoyancy in the solar tachocline: dependence of the mean electromotive force on diffusivity and latitude.

G₂ mirrors from Calabi-Yau mirrors (2024)
Journal Article
Braun, A. P., & Dadhley, R. (2024). G₂ mirrors from Calabi-Yau mirrors. Journal of High Energy Physics, 2024(10), Article 81. https://doi.org/10.1007/jhep10%282024%29081

We study the worldsheet CFTs of type II strings on compact G2 orbifolds obtained as quotients of a product of a Calabi-Yau threefold and a circle. For such models, we argue that the Calabi-Yau mirror map implies a mirror map for the associated G2 var... Read More about G₂ mirrors from Calabi-Yau mirrors.

Towards Data-Conditional Simulation for ABC Inference in Stochastic Differential Equations (2024)
Journal Article
Jovanovski, P., Golightly, A., & Picchini, U. (online). Towards Data-Conditional Simulation for ABC Inference in Stochastic Differential Equations. Bayesian Analysis, https://doi.org/10.1214/24-ba1467

We develop a Bayesian inference method for the parameters of discretely-observed stochastic differential equations (SDEs). Inference is challenging for most SDEs, due to the analytical intractability of the likelihood function. Nevertheless, forward... Read More about Towards Data-Conditional Simulation for ABC Inference in Stochastic Differential Equations.

Soft limits of gluon and graviton correlators in Anti-de Sitter space (2024)
Journal Article
Chowdhury, C., Lipstein, A., Mei, J., & Mo, Y. (2024). Soft limits of gluon and graviton correlators in Anti-de Sitter space. Journal of High Energy Physics, 2024(10), Article 70. https://doi.org/10.1007/jhep10%282024%29070

We derive formulae for the soft limit of tree-level gluon and graviton correlators in Anti-de Sitter space, which arise from Feynman diagrams encoding the Weinberg soft theorems in flat space. Other types of diagrams can also contribute to the soft l... Read More about Soft limits of gluon and graviton correlators in Anti-de Sitter space.

Non-holomorphic modular forms from zeta generators (2024)
Journal Article
Dorigoni, D., Doroudiani, M., Drewitt, J., Hidding, M., Kleinschmidt, A., Schlotterer, O., Schneps, L., & Verbeek, B. (2024). Non-holomorphic modular forms from zeta generators. Journal of High Energy Physics, 2024(10), Article 53. https://doi.org/10.1007/jhep10%282024%29053

We study non-holomorphic modular forms built from iterated integrals of holomorphic modular forms for SL(2, ℤ) known as equivariant iterated Eisenstein integrals. A special subclass of them furnishes an equivalent description of the modular graph for... Read More about Non-holomorphic modular forms from zeta generators.