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Differentiable Genetic Programming
Dario Izzo, Francesco Biscani, Alessio Mereta
We introduce the use of high order automatic differentiation, implemented via the algebra of truncated Taylor polynomials, in genetic programming. Using the Cartesian Genetic Progr…
Insights from Synthetic Star-forming Regions: I. Reliable Mock Observations from SPH Simulations
Christine M. Koepferl, Thomas P. Robitaille, James E. Dale +1
Through synthetic observations of a hydrodynamical simulation of an evolving star-forming region, we assess how the choice of observational techniques affects the measurements of p…
On the astrodynamics applications of Weierstrass elliptic and related functions
Dario Izzo, Francesco Biscani
Weierstrass elliptic and related functions have been recently shown to enable analytical explicit solutions to classical problems in astrodynamics. These include the constant radia…