activity
20242026
collaborators

7 papers

cs.LG2026

The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics

Pietro Barbiero, Giovanni De Felice, Mateo Espinosa Zarlenga +5

As Artificial Intelligence models grow in complexity, interpretability has become an indispensable tool for understanding, debugging, and controlling their computations. However, i…

hep-th2026

Deforming in Type IIB Supergravity

Stefano Maurelli, Ruggero Noris, Marcelo Oyarzo +1

We discuss some new results on the construction of supersymmetric solutions of Type IIB supergravity of the form , and ${\rm…

hep-th2025

Warped-AdS Near-Horizon Geometries From TsT Transformations

S. Maurelli, R. Noris, M. Oyarzo +1

We provide a string theory realisation of a two-parameter family of Type IIB supergravity solutions of the form , as near-horizon geometr…

hep-th2025

Fermionic Spencer Cohomologies of D=11 Supergravity

C. A. Cremonini, P. A. Grassi, R. Noris +2

We combine the theory of Cartan-Tanaka prolongations with the Molien-Weyl integral formula and Hilbert-Poincaré series to compute the Spencer cohomology groups of the Poinc…

hep-th2025

Supersymmetric Warped Solutions from Type IIB Orientifold Reduction

S. Maurelli, R. Noris, M. Oyarzo +2

We construct a family of supersymmetric solutions in Type IIB supergravity of the form , where and denote a war…

hep-th2025

On U-Folds and Their Construction

Stefano Maurelli, Ruggero Noris, Marcelo Oyarzo +1

We review a general paradigm for constructing U-fold backgrounds in (dimensionally reduced) Type IIB superstring theory, of the form , with a m…