Vincenzo Lordi

According to our database, Vincenzo Lordi authored at least 8 papers between 2016 and 2024.

Collaborative distances:

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

2024

Spectroscopy-guided discovery of three-dimensional structures of disordered materials with diffusion models.

Hyuna Kwon, Tim Hsu, Wenyu Sun, Wonseok Jeong, Fikret Aydin, James Chapman, Xiao Chen, Vincenzo Lordi, Matthew R. Carbone, Deyu Lu, Fei Zhou, Tuan Anh Pham

Mach. Learn. Sci. Technol., 2024

Ice Phase Classification Made Easy with Score-Based Denoising.

Hong Sun, Sébastien Hamel, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Fei Zhou

J. Chem. Inf. Model., 2024

An information-matching approach to optimal experimental design and active learning.

Yonatan Kurniawan, Tracianne B. Neilsen, Benjamin L. Francis, Alex M. Stankovic, Mingjian Wen, Ilia A. Nikiforov, Ellad B. Tadmor, Vasily V. Bulatov, Vincenzo Lordi, Mark K. Transtrum

CoRR, 2024

Grand canonical generative diffusion model for crystalline phases and grain boundaries.

Bo Lei, Enze Chen, Hyuna Kwon, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Timofey Frolov, Fei Zhou

CoRR, 2024

Information theory unifies atomistic machine learning, uncertainty quantification, and materials thermodynamics.

Daniel Schwalbe-Koda, Sébastien Hamel, Babak Sadigh, Fei Zhou, Vincenzo Lordi

CoRR, 2024

LTAU-FF: Loss Trajectory Analysis for Uncertainty in Atomistic Force Fields.

Joshua A. Vita, Amit Samanta, Fei Zhou, Vincenzo Lordi

CoRR, 2024

2018

TopoMS: Comprehensive topological exploration for molecular and condensed-matter systems.

Harsh Bhatia, Attila Gyulassy, Vincenzo Lordi, John E. Pask, Valerio Pascucci, Peer-Timo Bremer

J. Comput. Chem., 2018

2016

Interactive exploration of atomic trajectories through relative-angle distribution and associated uncertainties.

Harsh Bhatia, Attila Gyulassy, Valerio Pascucci, Martina Bremer, Mitchell T. Ong, Vincenzo Lordi, Erik W. Draeger, John E. Pask, Peer-Timo Bremer

Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016