The Materials Design User Group Meeting represents a unique opportunity to interact with colleagues and developers, present results, learn about developments in MedeA, and see the latest developments in computational material science and engineering.
The Plenary Sessions and Training Sessions will be open to all registrants in 2022. Sessions cover a broad range of research and modeling areas that will educate and inspire.
Prof. Jörg Behler
Dr. Jozef Bicerano
Prof. Jeffrey Grossman
Prof. Georg Kresse
Dr. Carla Verdi
Register for the UGM.
Learn about our Plenary Speakers.
October 11, 2022
Atomistic Simulations with High-Dimensional Neural Network Potentials
October 11, 2022, 11:00 AM EDT / 8:00 AM PDT
In this talk, the evolution of MLPs will be illustrated using high-dimensional neural networks, an important and frequently used type of MLPs. Some examples concerning their applicability will be presented.
October 18, 2022
Δ-Machine Learning Beyond DFT: from Phase Transitions to Quantum
Paraelectricity and CO Adsorption
October 18, 2022, 10:00 AM EDT / 7:00 AM PDT
This talk will discuss the on-the-fly learning technique implemented in VASP, based on molecular dynamics and Bayesian
inference, and a Δ-machine learning approach.