189 citations · 786 across the 17 of their papers we have counts for
17 papers
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired Constraints
J. -P. Bruneton
This paper presents QDSR, an advanced symbolic Regression (SR) system that integrates genetic programming (GP), a quality-diversity (QD) algorithm, and a dimensional analysis (DA)…
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms
J. -P. Bruneton, L. Cazenille, A. Douin +1
By combining Genetic Programming, MAP-Elites and Covariance Matrix Adaptation Evolution Strategy, we demonstrate very high success rates in Symbolic Regression problems. MAP-Elites…
Quantum theory of the Generalised Uncertainty Principle
Jean-Philippe Bruneton, Julien Larena
We extend significantly previous works on the Hilbert space representations of the Generalized Uncertainty Principle (GUP) in 3+1 dimensions of the form wher…
Notes on several phenomenological laws of quantum gravity
Jean-Philippe Bruneton
Phenomenological approaches to quantum gravity try to infer model-independent laws by analyzing thought experiments and combining both quantum, relativistic, and gravitational ingr…
MG13 Proceedings: A lattice Universe as a toy-model for inhomogeneous cosmology
Jean-Philippe Bruneton
We briefly report on a previously found new, approximate, solution to Einstein field equations, describing a cubic lattice of spherical masses. This model mimics in a satisfactory…
Observables in a lattice Universe
Jean-Philippe Bruneton, Julien Larena
We explore observables in a lattice Universe described by a recently found solution to Einstein field equations. This solution models a regular lattice of evenly distributed object…