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researcher

Enrico Trizio

12 papers hereh-index 10381 citations19 works total

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

author position
  • first author4
  • middle author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph9
  • cond-mat.soft2
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedA unified framework for machine learning collective variables for enhanced sampling simulations: mlcolvar

86 citations · 426 across the 11 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

physics.comp-ph2025

Committors without Descriptors

Peilin Kang, Jintu Zhang, Enrico Trizio +2

The study of rare events is one of the major challenges in atomistic simulations, and several enhanced sampling methods towards its solution have been proposed. Recently, it has be…

physics.comp-ph2025★ 47 cited

Enhanced Sampling in the Age of Machine Learning: Algorithms and Applications

Kai Zhu, Enrico Trizio, Jintu Zhang +4

Molecular dynamics simulations hold great promise for providing insight into the microscopic behavior of complex molecular systems. However, their effectiveness is often constraine…

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