3 papers
gr-qc2025
APRIL: Auxiliary Physically-Redundant Information in Loss -- A physics-informed framework for parameter estimation with a gravitational-wave case study
Matteo Scialpi, Francesco Di Clemente, Leigh Smith +1
Physics-Informed Neural Networks (PINNs) embed the partial differential equations (PDEs) governing the system under study directly into the training of Neural Networks, ensuring so…
astro-ph.SR2024
Strange Dwarfs: a review on the (in)stability
Francesco Di Clemente, Alessandro Drago, Giuseppe Pagliara
White dwarfs are the remnants of stars not massive enough to become supernovae. This review explores the concept of strange dwarfs, a unique class of white dwarfs which contain cor…
hep-ph2024
Strange quark matter as dark matter: 40 years later, a reappraisal
Francesco Di Clemente, Marco Casolino, Alessandro Drago +2
Forty years ago Witten suggested that dark matter could be composed of macroscopic clusters of strange quark matter. This idea was very popular for several years, but it dropped ou…