Filippo Bigi

According to our database, Filippo Bigi authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A prediction rigidity formalism for low-cost uncertainties in trained neural networks.

Filippo Bigi, Sanggyu Chong, Michele Ceriotti, Federico Grasselli

Mach. Learn. Sci. Technol., 2024

2023

Wigner kernels: body-ordered equivariant machine learning without a basis.

Filippo Bigi, Sergey N. Pozdnyakov, Michele Ceriotti

CoRR, 2023

Fast evaluation of real spherical harmonics and their derivatives in Cartesian coordinates.

Filippo Bigi, Michele Ceriotti

CoRR, 2023

2022

A smooth basis for atomistic machine learning.

Filippo Bigi, Kevin Huguenin-Dumittan, Michele Ceriotti, David E. Manolopoulos

CoRR, 2022