Huziel E. Sauceda

According to our database, Huziel E. Sauceda authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards Accelerated SCF Workflows with Equivariant Density-Matrix Learning and Analytic Refinement.

Zuriel Y. Yescas-Ramos, Andrés Álvarez-García, Huziel E. Sauceda

CoRR, April, 2026

Characterizing High-Capacity Janus Aminobenzene-Graphene Anode for Sodium-Ion Batteries with Machine Learning.

Claudia Islas-Vargas, L. Ricardo Montoya, Carlos A. Vital-José, Oliver T. Unke, Klaus-Robert Müller, Huziel E. Sauceda

CoRR, March, 2026

2025

Delta-learned force fields for nonbonded interactions: Addressing the strength mismatch between covalent-nonbonded interaction for global models.

Leonardo Cázares-Trejo, Marco Loreto-Silva, Huziel E. Sauceda

CoRR, November, 2025

Machine Learned Force Fields: Fundamentals, its reach, and challenges.

Carlos A. Vital, Román J. Armenta-Rico, Huziel E. Sauceda

CoRR, March, 2025

Atomic orbits in molecules and materials for improving machine learning force fields.

Anton Charkin-Gorbulin, Artem Kokorin, Huziel E. Sauceda, Stefan Chmiela, Claudio Quarti, David Beljonne, Alexandre Tkatchenko, Igor Poltavsky

Mach. Learn. Sci. Technol., 2025

2022

High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks.

Ludwig Winkler, Klaus-Robert Müller, Huziel E. Sauceda

Mach. Learn. Sci. Technol., 2022

Super-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks.

Ludwig Winkler, Klaus-Robert Müller, Huziel E. Sauceda

CoRR, 2022

2021

BIGDML: Towards Exact Machine Learning Force Fields for Materials.

Huziel E. Sauceda, Luis E. Gálvez-González, Stefan Chmiela, Lauro Oliver Paz-Borbón, Klaus-Robert Müller, Alexandre Tkatchenko

CoRR, 2021

SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects.

Oliver T. Unke, Stefan Chmiela, Michael Gastegger, Kristof T. Schütt, Huziel E. Sauceda, Klaus-Robert Müller

CoRR, 2021