Huziel E Sauceda

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Venues

Nature communications

Communications chemistry

Science advances

The Journal of chemical physics

Technische Universität Berlin

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Technische Universität Berlin Jul 01 2019

Germany

PortDoc :: Machine Learning Group

Fritz-Haber-Institut der Max-Planck-Gesellschaft Apr 04 2016 - Jun 30 2016

Germany

PostDoc :: Theory Depatment

Publications

Yesenia A García Jomaso, Brenda Vargas, David Ley Domínguez, Román J Armenta-Rico, Huziel E Sauceda, César L Ordoñez-Romero, Hugo A Lara-García, Arturo Camacho-Guardian, Giuseppe Pirruccio
Intercavity polariton slows down dynamics in strongly coupled cavities. Nature communications 15 (1) (2024)
Yesenia A García Jomaso, Brenda Vargas, David Ley Domínguez, Román J Armenta-Rico, Huziel E Sauceda, César L Ordoñez-Romero, Hugo A Lara-García, Arturo Camacho-Guardian, Giuseppe Pirruccio
Intercavity polariton slows down dynamics in strongly coupled cavities. Nature communications 15 (1) (2024)
Yesenia A García Jomaso, Brenda Vargas, David Ley Domínguez, Román J Armenta-Rico, Huziel E Sauceda, César L Ordoñez-Romero, Hugo A Lara-García, Arturo Camacho-Guardian, Giuseppe Pirruccio
Intercavity polariton slows down dynamics in strongly coupled cavities. Nature communications 15 (1) (2024)
Stefan Chmiela, Valentin Vassilev-Galindo, Oliver T Unke, Adil M Kabylda, Huziel E Sauceda, Alexandre Tkatchenko, Klaus-Robert Müller
Accurate global machine learning force fields for molecules with hundreds of atoms. Science advances 9 (2) (2023)
Bipeng Wang, Ludwig Winkler, Yifan Wu, Klaus-Robert Müller, Huziel E Sauceda, Oleg V Prezhdo
Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Bidirectional Long Short-Term Memory Networks. The journal of physical chemistry letters (2023)
Stefan Chmiela, Valentin Vassilev-Galindo, Oliver T Unke, Adil M Kabylda, Huziel E Sauceda, Alexandre Tkatchenko, Klaus-Robert Müller
Accurate global machine learning force fields for molecules with hundreds of atoms. Science advances 9 (2) (2023)
Huziel E Sauceda, Luis E Gálvez-González, Stefan Chmiela, Lauro Oliver Paz-Borbón, Klaus-Robert Müller, Alexandre Tkatchenko
BIGDML-Towards accurate quantum machine learning force fields for materials. Nature communications 13 (1) (2022)
Jesús N Pedroza-Montero, Ignacio L Garzón, Huziel E Sauceda
On the forbidden graphene's ZO (out-of-plane optic) phononic band-analog vibrational modes in fullerenes. Communications chemistry 4 (1) (2021)
Huziel E Sauceda, Valentin Vassilev-Galindo, Stefan Chmiela, Klaus-Robert Müller, Alexandre Tkatchenko
Dynamical strengthening of covalent and non-covalent molecular interactions by nuclear quantum effects at finite temperature. Nature communications 12 (1) (2021)
Oliver T Unke, Stefan Chmiela, Huziel E Sauceda, Michael Gastegger, Igor Poltavsky, Kristof T Schütt, Alexandre Tkatchenko, Klaus-Robert Müller
Machine Learning Force Fields. Chemical reviews 121 (16) (2021)
Jesús N Pedroza-Montero, Ignacio L Garzón, Huziel E Sauceda
On the forbidden graphene's ZO (out-of-plane optic) phononic band-analog vibrational modes in fullerenes. Communications chemistry 4 (1) (2021)
Jesús N Pedroza-Montero, Ignacio L Garzón, Huziel E Sauceda
On the forbidden graphene's ZO (out-of-plane optic) phononic band-analog vibrational modes in fullerenes. Communications chemistry 4 (1) (2021)
Oliver T Unke, Stefan Chmiela, Michael Gastegger, Kristof T Schütt, Huziel E Sauceda, Klaus-Robert Müller
SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects. Nature communications 12 (1) (2021)
Huziel E Sauceda, Michael Gastegger, Stefan Chmiela, Klaus-Robert Müller, Alexandre Tkatchenko
Molecular force fields with gradient-domain machine learning (GDML): Comparison and synergies with classical force fields. The Journal of chemical physics 153 (12) (2020)
Huziel E Sauceda, Stefan Chmiela, Igor Poltavsky, Klaus-Robert Müller, Alexandre Tkatchenko
Molecular force fields with gradient-domain machine learning: Construction and application to dynamics of small molecules with coupled cluster forces. The Journal of chemical physics 150 (11) (2019)
Stefan Chmiela, Huziel E Sauceda, Klaus-Robert Müller, Alexandre Tkatchenko
Towards exact molecular dynamics simulations with machine-learned force fields. Nature communications 9 (1) (2018)
Paolo Maioli, Tatjana Stoll, Huziel E Sauceda, Israel Valencia, Aude Demessence, Franck Bertorelle, Aurélien Crut, Fabrice Vallée, Ignacio L Garzón, Giulio Cerullo, Natalia Del Fatti
Mechanical Vibrations of Atomically Defined Metal Clusters: From Nano- to Molecular-Size Oscillators. Nano letters 18 (11) (2018)
Stefan Chmiela, Alexandre Tkatchenko, Huziel E Sauceda, Igor Poltavsky, Kristof T Schütt, Klaus-Robert Müller
Machine learning of accurate energy-conserving molecular force fields. Science advances 3 (5) (2017)

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Publication Activity (10 Years)

Top Topics

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Huziel E Sauceda