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researcher

F. Zipoli

8 papers hereh-index 181.1k citations50 works total

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

author position
  • middle author6
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci4
  • cs.IR1
  • cs.LG1
  • physics.chem-ph1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20042024
most citedAccelerating Material Design with the Generative Toolkit for Scientific Discovery

37 citations · 71 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cond-mat.mtrl-sci2019★ 8 cited

The solid-state Li-ion conductor Li7​TaO6​: A combined computational and experimental study

Leonid Kahle, Xi Cheng, Tobias Binninger +8

We study the oxo-hexametallate Li7​TaO6​ with first-principles and classical molecular dynamics simulations, obtaining a low activation barrier for diffusion of ∼0.29 eV a…

physics.comp-ph2019★ 1 cited

Simulating diffusion properties of solid-state electrolytes via a neural network potential: Performance and training scheme

Aris Marcolongo, Tobias Binninger, Federico Zipoli +1

The recently published DeePMD model (https://github.com/deepmodeling/deepmd-kit), based on a deep neural network architecture, brings the hope of solving the time-scale issue which…

cs.IR2019★ 8 cited

An Information Extraction and Knowledge Graph Platform for Accelerating Biochemical Discoveries

Matteo Manica, Christoph Auer, Valery Weber +9

Information extraction and data mining in biochemical literature is a daunting task that demands resource-intensive computation and appropriate means to scale knowledge ingestion.…

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