logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
H

Huziel E. Sauceda

instituto de física universidad nacional autónoma de méxico cd de méxico c.p. 04510, mexico

15H-index
58Paper Count
5.3KCitation Count
Published Papers 19
Publication Date
logo
Atomic orbits in molecules and materials for improving machine learning force fields
errmachine learning science and technology
IF0
err2025-07-16
err0
PREAI
errAnton Charkin-Gorbulin; Artem Kokorin; Huziel E Sauceda; Stefan Chmiela; Claudio Quarti; David Beljonne; Alexandre Tkatchenko; Igor Poltavsky
errShare
errSave
Intercavity polariton slows down dynamics in strongly coupled cavities
errNATURE COMMUNICATIONS
IF15.7
err2024-04-04
err1
errOAAI
errJomaso, Yesenia A. Garcia; Vargas, Brenda; Dominguez, David Ley; Armenta-Rico, Roman J.; Sauceda, Huziel E.; Ordonez-Romero, Cesar L.; Lara-Garcia, Hugo A.; Camacho-Guardian, Arturo; Pirruccio, Giuseppe
errShare
errSave
Accurate global machine learning force fields for molecules with hundreds of atoms
errSCIENCE ADVANCES
IF12.5
err2023-01-13
err66
errOAAI
errChmiela, Stefan; Vassilev-Galindo, Valentin; Unke, Oliver T.; Kabylda, Adil; Sauceda, Huziel E.; Tkatchenko, Alexandre; Mueller, Klaus-Robert
errShare
errSave
BIGDML-Towards accurate quantum machine learning force fields for materials
errNATURE COMMUNICATIONS
IF15.7
err2022-06-29
err44
errOAAI
errSauceda, Huziel E.; Galvez-Gonzalez, Luis E.; Chmiela, Stefan; Oliver Paz-Borbon, Lauro; Mueller, Klaus-Robert; Tkatchenko, Alexandre
errShare
errSave
High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-05-30
err9
errOAAI
errWinkler, Ludwig; Mueller, Klaus-Robert; Sauceda, Huziel E.
errShare
errSave
SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects
errNATURE COMMUNICATIONS
IF15.7
err2021-12-14
err166
errOAAI
errUnke, Oliver T.; Chmiela, Stefan; Gastegger, Michael; Schuett, Kristof T.; Sauceda, Huziel E.; Mueller, Klaus-Robert
errShare
errSave
On the forbidden graphene's ZO (out-of-plane optic) phononic band-analog vibrational modes in fullerenes
errCOMMUNICATIONS CHEMISTRY
IF6.2
err2021-07-05
err2
errOAAI
errPedroza-Montero, Jesus N.; Garzon, Ignacio L.; Sauceda, Huziel E.
errShare
errSave
Dynamical strengthening of covalent and non-covalent molecular interactions by nuclear quantum effects at finite temperature
errNATURE COMMUNICATIONS
IF15.7
err2021-01-19
err37
errOAAI
errSauceda, Huziel E.; Vassilev-Galindo, Valentin; Chmiela, Stefan; Mueller, Klaus-Robert; Tkatchenko, Alexandre
errShare
errSave
Molecular force fields with gradient-domain machine learning (GDML): Comparison and synergies with classical force fields
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2020-09-24
err33
errOAAI
errSauceda, Huziel E.; Gastegger, Michael; Chmiela, Stefan; Mueller, Klaus-Robert; Tkatchenko, Alexandre
errShare
errSave
sGDML: Constructing accurate and data efficient molecular force fields using machine learning
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2019-07-01
err173
errOAAI
errChmiela, Stefan; Sauceda, Huziel E.; Poltavsky, Igor; Mueller, Klaus-Robert; Tkatchenko, Alexandre
errShare
errSave
Molecular force fields with gradient-domain machine learning: Construction and application to dynamics of small molecules with coupled cluster forces
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2019-03-18
err108
errOAAI
errSauceda, Huziel E.; Chmiela, Stefan; Poltavsky, Igor; Mueller, Klaus-Robert; Tkatchenko, Alexandre
errShare
errSave
Mechanical Vibrations of Atomically Defined Metal Clusters: From Nano- to Molecular-Size Oscillators
errNANO LETTERS
IF9.1
err2018-09-24
err66
PREAI
errMaioli, Paolo; Stoll, Tatjana; Sauceda, Huziel E.; Valencia, Israel; Demessence, Aude; Bertorelle, Franck; Crut, Aurelien; Vallee, Fabrice; Garzon, Ignacio L.; Cerullo, Giulio; Del Fatti, Natalia
errShare
errSave
Towards exact molecular dynamics simulations with machine-learned force fields
errNATURE COMMUNICATIONS
IF15.7
err2018-09-24
err580
errOAAI
errChmiela, Stefan; Sauceda, Huziel E.; Mueller, Klaus-Robert; Tkatchenko, Alexandre
errShare
errSave
SchNet - A deep learning architecture for molecules and materials
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2018-03-29
err1.5K
errOAAI
errSchuett, K. T.; Sauceda, H. E.; Kindermans, P. -J.; Tkatchenko, A.; Mueller, K. -R.
errShare
errSave
Machine learning of accurate energy-conserving molecular force fields
errSCIENCE ADVANCES
IF12.5
err2017-05-05
err896
errOAAI
errChmiela, Stefan; Tkatchenko, Alexandre; Sauceda, Huziel E.; Poltavsky, Igor; Schuett, Kristof T.; Mueller, Klaus-Robert
errShare
errSave
Structural Determination of Metal Nanoparticles from their Vibrational (Phonon) Density of States
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2014-11-11
err36
PREAI
errSauceda, Huziel E.; Garzon, Ignacio L.
errShare
errSave
Size and Shape Dependence of the Vibrational Spectrum and Low-Temperature Specific Heat of Au Nanoparticles
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2013-11-15
err38
PREAI
errSauceda, Huziel E.; Salazar, Fernando; Perez, Luis A.; Garzon, Ignacio L.
errShare
errSave
Vibrational Spectrum, Caloric Curve, Low-Temperature Heat Capacity, and Debye Temperature of Sodium Clusters: The Na139+ Case
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2013-05-16
err15
PREAI
errSauceda, Huziel E.; Jesus Pelayo, J.; Salazar, Fernando; Perez, Luis A.; Garzon, Ignacio L.
errShare
errSave
Vibrational Properties of Metal Nanoparticles: Atomistic Simulation and Comparison with Time-Resolved Investigation
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2012-11-02
err65
PREAI
errSauceda, Huziel E.; Mongin, Denis; Maioli, Paolo; Crut, Aurelien; Pellarin, Michel; Del Fatti, Natalia; Vallee, Fabrice; Garzon, Ignacio L.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
David Beljonne
H-index: 109 · Papers: 837
G
Giulio Cerullo
H-index: 98 · Papers: 1.6K
A
Alexandre Tkatchenko
H-index: 82 · Papers: 512
F
Fabrice Vallée
H-index: 58 · Papers: 300
N
Natalia Del Fatti
H-index: 49 · Papers: 165
View more