Assessing the Impact of Data Set Enrichment to Improve Drug Sensitivity in Cancer
Chapter in Practical Applications of Computational Biology & Bioinformatics, 15th International Conference (PACBB 2021), Springer Nature 325 (2022) 74-84
GRChombo: An adaptable numerical relativity code for fundamental physics
The Journal of Open Source Software The Open Journal 6:68 (2021) 3703
Constraints on quantum gravity and the photon mass from gamma ray bursts
Physical Review D American Physical Society 104:10 (2021) 103516
Abstract:
Lorentz invariance violation in quantum gravity (QG) models or a nonzero photon mass, mγ, would lead to an energy-dependent propagation speed for photons, such that photons of different energies from a distant source would arrive at different times, even if they were emitted simultaneously. By developing source-by-source, Monte Carlo-based forward models for such time delays from gamma ray bursts, and marginalizing over empirical noise models describing other contributions to the time delay, we derive constraints on mγ and the QG length scale, ℓQG, using spectral lag data from the BATSE satellite. We find mγ<4.0×10-5 h eV/c2 and ℓQG<5.3×10-18 h GeV-1 at 95% confidence, and demonstrate that these constraints are robust to the choice of noise model. The QG constraint is among the tightest from studies which consider multiple gamma ray bursts and the constraint on mγ, although weaker than from using radio data, provides an independent constraint which is less sensitive to the effects of dispersion by electrons.Dynamical friction from scalar dark matter in the relativistic regime
Physical Review D American Physical Society 104:10 (2021) 103014
Abstract:
Light bosonic scalars (e.g., axions) may form clouds around black holes via superradiant instabilities or via accretion if they form some component of the dark matter. It has been suggested that their presence may lead to a distinctive dephasing of the gravitational wave signal when a small compact object spirals into a larger black hole. Motivated by this, we study numerically the dynamical friction force on a black hole moving at relativistic velocities in a background scalar field with an asymptotically homogeneous energy density. We show that the relativistic scaling is analogous to that found for supersonic collisional fluids, assuming an approximate expression for the pressure correction which depends on the velocity and scalar mass. While we focus on a complex scalar field, our results confirm the expectation that real scalars would exert a force which oscillates between positive and negative values in time with a frequency set by the scalar mass. The complex field describes the time averaged value of this force, but in a real scalar, the rapid force oscillations could, in principle, leave an imprint on the trajectory. The approximation we obtain can be used to inform estimates of dephasing in the final stages of an extreme mass ratio inspiral.Euclid preparation
Astronomy & Astrophysics EDP Sciences 655 (2021) a44