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researcher

Ivan Bioli

5 papers hereh-index 215 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • cs.MS1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA theoretical study on the effect of mass lumping on the discrete frequencies in immersogeometric analysis

3 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing 2025 · math.NAShow all

1 paper · 2 filters

math.NA2025

Accelerating Natural Gradient Descent for PINNs with Randomized Numerical Linear Algebra

Ivan Bioli, Carlo Marcati, Giancarlo Sangalli

Natural Gradient Descent (NGD) has emerged as a promising optimization algorithm for training neural network-based solvers for partial differential equations (PDEs), such as Physic…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.