Huziel E. Sauceda

Universidad Nacional Autónoma de México — Mexico

Materials Science · Physical Sciences

14h-index5.2kcitations52works0.62yr avg
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Research Topics

Machine Learning in Materials Science(25), Protein Structure and Dynamics(11), Computational Drug Discovery Methods(7), Gold and Silver Nanoparticles Synthesis and Applications(5), nanoparticles nucleation surface interactions(5)

Publications52 total

i-pi/i-pi: v3.1.9
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
i-pi/i-pi: v3.1.10
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
i-pi/i-pi: A few small updates to the instanton tools
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
i-pi/i-pi: v3.1.8
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
i-pi/i-pi: v3.1.8
Open MIND·2026Open Access
i-pi/i-pi: v3.1.10
Open MIND·2026Open Access
i-pi/i-pi: v3.1.9
Open MIND·2026Open Access
i-pi/i-pi: v3.1.10
Open MIND·2026Open Access
Atomic orbits in molecules and materials for improving machine learning force fields
Machine Learning Science and Technology·2025· 1 citedOpen Access
Machine Learned Force Fields: Fundamentals, Their Reach, and Challenges
2025
Atomic Orbits in Molecules and Materials for Improving Machine Learning Force Fields
2025Open Access
Intercavity polariton slows down dynamics in strongly coupled cavities
Nature Communications·2024· 7 citedOpen Access
Remote control of excitonic materials using coupled optical cavities
EPJ Web of Conferences·2024Open Access
A Perspective on the Use of Physics-Inspired Machine-Learned Molecular Force Fields on Battery Physics
ECS Meeting Abstracts·2023
Flatband slows down polariton dynamics in strongly coupled cavities
Research Square (Research Square)·2023Open Access
Intercavity polariton slows down dynamics in strongly coupled cavities
arXiv (Cornell University)·2023Open Access
Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Bidirectional Long Short-Term Memory Networks
The Journal of Physical Chemistry Letters·2023· 14 citedOpen Access
Accurate global machine learning force fields for molecules with hundreds of atoms
Science Advances·2023· 154 citedOpen Access
Accurate global machine learning force fields for molecules with hundreds of atoms
arXiv (Cornell University)·2022· 9 citedOpen Access
Size evolution of characteristic acoustic oscillations of fullerenes and its connection to continuum elasticity theory
The European Physical Journal D·2022
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Frequent Co-authors

Alexandre Tkatchenko(22), Stefan Chmiela(22), Klaus‐Robert Müller(21), Kristof T. Schütt(8), Igor Poltavsky(7), Karen Fidanyan(7), Barak Hirshberg(7), Jan Berges(7), Guillaume Fraux(7), Vahideh Alizadeh(7), Michael J. Willatt(7), George Trenins(7), Kai Sellschopp(7), Ignacio L. Garzón(5), Jan Hermann(5), Oliver T. Unke(4), Michael Gastegger(4), Ignacio L. Garzón(4), Luis E. Gálvez-González(4), Lauro Oliver Paz‐Borbón(4)