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Matteo Carli

3 papers hereh-index 396 citations6 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci1
  • q-bio.BM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedDensity Estimation via Binless Multidimensional Integration

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

q-bio.BM2026

PHASE: encoding global protein ensembles with local Hamiltonians and all-atom backmapping

Daniele Angioletti, Marco Nobile, Matteo Carli +1

Protein function is governed by conformational ensembles, which can be viewed as high-dimensional probability distributions over molecular conformations. Yet the statistical organi…

stat.ML2026★ 1 cited

Density Estimation via Binless Multidimensional Integration

Matteo Carli, Alex Rodriguez, Alessandro Laio +1

We introduce the Binless Multidimensional Thermodynamic Integration (BMTI) method for nonparametric, robust, and data-efficient density estimation. BMTI estimates the logarithm of…

cond-mat.mtrl-sci2025

Coupled reaction and diffusion governing interface evolution in solid-state batteries

Jingxuan Ding, Laura Zichi, Matteo Carli +4

Understanding and controlling the atomistic-level reactions governing the formation of the solid-electrolyte interphase (SEI) is crucial for the viability of next-generation solid…

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