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Our flagship output is a family of fast, accurate EMRI waveform templates suitable for LISA parameter estimation. The models are built around a two-stage offline–online architecture: expensive field-equation solves are performed once, ahead of time, while online evaluation produces year-long waveforms in milliseconds on a single GPU.

The resulting waveforms are accurate enough to enable real-time Bayesian inference and are distributed open-source through the Black Hole Perturbation Toolkit. Recent work has extended the framework from quasi-circular orbits in Schwarzschild to eccentric and inclined orbits in Kerr, with ongoing efforts to incorporate second-order self-force corrections.

Current focus
  • Generic-orbit Kerr waveforms with second-order accuracy
  • GPU optimisation of online waveform synthesis
  • Validation against numerical relativity in the comparable-mass regime
  • Integration into the LISA Distributed Data Processing Centre pipeline

Related projects

Second-order Source, Numerical Solvers, Merger and Ringdown