Publications of Huziel E. Sauceda
All genres
Journal Article (7)
2021
Journal Article
, and Huziel E. Sauceda: On the forbidden graphene’s ZO (out-of-plane optic) phononic band-analog vibrational modes in fullerenes.
2019
Journal Article
, Huziel E. Sauceda, , and : sGDML: Constructing accurate and data efficient molecular force fields using machine learning.
Journal Article
Sauceda, Huziel E., , , and : Molecular force fields with gradient-domain machine learning: Construction and application to dynamics of small molecules with coupled cluster forces.
2018
Journal Article
, Huziel E. Sauceda, and : Towards exact molecular dynamics simulations with machine-learned force fields.
Journal Article
, , Huziel E. Sauceda, , , , , , , and : Mechanical Vibrations of Atomically Defined Metal Clusters: From Nano- to Molecular-Size Oscillators.
Journal Article
, Huziel E. Sauceda, , and : SchNet – A deep learning architecture for molecules and materials.
2017
Journal Article
, Alexandre Tkatchenko, Huziel E. Sauceda, , and : Machine learning of accurate energy-conserving molecular force fields.
Book Chapter (1)
2020
Book Chapter
Sauceda, Huziel E., , , and : Construction of Machine Learned Force Fields with Quantum Chemical Accuracy: Applications and Chemical Insights.
Conference Paper (1)
2018
Conference Paper
, , Huziel E. Sauceda, , and : SchNet: A continuous-filter convolutional neural network for modeling quantum interactions.
(31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA, Dec 2017).