Hidden birth event information restores identifiability to time-dependent birth-death phylodynamic models; mutation-at-birth models make sequences sufficient to recover it.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
q-bio.PE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
BEAGLE 4.1 adds gradient evaluation algorithms and hardware-specific implementations for CPUs and GPUs, reporting up to 10-fold speedups for codon models and 4-fold for multi-core CPUs over single-threaded baselines.
citing papers explorer
-
Information on hidden birth events restores identifiability in phylodynamic inference
Hidden birth event information restores identifiability to time-dependent birth-death phylodynamic models; mutation-at-birth models make sequences sufficient to recover it.
-
BEAGLE 4.1: A high-performance library for computation on phylogenetic trees across diverse parallel architectures
BEAGLE 4.1 adds gradient evaluation algorithms and hardware-specific implementations for CPUs and GPUs, reporting up to 10-fold speedups for codon models and 4-fold for multi-core CPUs over single-threaded baselines.