
Publica
Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten. Hybrid quantum/classical modeling of material systems
The "Learn on the Fly" molecular dynamics scheme
| Dumictrica, T.: Trends in computational nanomechanics : Transcending length and time scales Dordrecht: Springer, 2010 (Challenges and advances in computational chemistry and physics 9) ISBN: 978-1-4020-9784-3 print ISBN: 978-1-4020-9785-0 online S.1-23 |
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| Englisch |
| Aufsatz in Buch |
| Fraunhofer IWM () |
| quantum atomistics; classical atomistics; hybrid modeling; multiscale computations |
Abstract
The atomistic simulation of many processes in materials involves large-size model systems where different levels of complexity need to be described simultaneously. While accurate quantum mechanical simulations of large-size systems are usually not affordable, less computationally intensive classical models are not suitable for the description of many chemical processes. Hybrid (quantum/classical) modelling schemes are required in these circumstances. Here, we describe the Learn on the fly (LOTF) hybrid molecular dynamics scheme. Some technical aspects of this technique are illustrated through a series of examples of its applications to multiscale processes in silicon.