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Shinnosuke Hattori

8 papers hereh-index 7225 citations33 works total

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

author position
  • first author2
  • middle author5
  • last author1

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

fields
  • cond-mat.mtrl-sci5
  • physics.comp-ph2
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedAllegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization

3 citations · 6 across the 6 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

2 papers · 1 filter

physics.comp-ph2025

Multiscale light-matter dynamics in quantum materials: from electrons to topological superlattices

Taufeq Mohammed Razakh, Thomas Linker, Ye Luo +12

Light-matter dynamics in topological quantum materials enables ultralow-power, ultrafast devices. A challenge is simulating multiple field and particle equations for light, electro…

physics.comp-ph2024

Thermal Conductivity Calculation using Homogeneous Non-equilibrium Molecular Dynamics Simulation with Allegro

Kohei Shimamura, Shinnosuke Hattori, Ken-ichi Nomura +2

In this study, we derive the heat flux formula for the Allegro model, one of machine-learning interatomic potentials using the equivariant deep neural network, to calculate lattice…

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