By Dr. Cristian V. Ciobanu, Dr. Cai?Zhuang Wang, Dr. Kai?Ming Ho(auth.)
This paintings fills the space for a accomplished reference conveying the advancements in international optimization of atomic constructions utilizing genetic algorithms. during the last few many years, such algorithms in accordance with mimicking the procedures of normal evolution have made their manner from desktop technology disciplines to sturdy states physics and chemistry, the place they've got proven their versatility and predictive strength for lots of fabrics. Following an creation and historic point of view, the textual content strikes directly to offer an in-depth description of the set of rules sooner than describing its functions to crystal constitution prediction, atomic clusters, floor and interface reconstructions, and quasi one-dimensional nanostructures. the ultimate chapters supply a short account of alternative equipment for atomic constitution optimization and views at the way forward for the sector.
Chapter 1 The problem of Predicting Atomic constitution (pages 1–9):
Chapter 2 The Genetic set of rules in Real?Space illustration (pages 11–35):
Chapter three Crystal constitution Prediction (pages 37–69):
Chapter four Optimization of Atomic Clusters (pages 71–86):
Chapter five Atomic constitution of Surfaces, Interfaces, and Nanowires (pages 87–147):
Chapter 6 different Methodologies for Investigating Atomic constitution (pages 149–186):
Chapter 7 views and Outlook (pages 187–189):
Read or Download Atomic Structure Prediction of Nanostructures, Clusters and Surfaces PDF
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Extra info for Atomic Structure Prediction of Nanostructures, Clusters and Surfaces
65, 1020. L. J. (2006) Phys. Rev. B, 65, 224104. , and Roberts, C. (2002) J. Chem. , 116, 1536. L. , 4193. Trimarchi, G. and Zunger, A. (2007) Phys. Rev. B, 75, 104113. j35 j37 3 Crystal Structure Prediction This chapter addresses in more detail the problem of crystal structure prediction using genetic algorithm (GA) within the real-space representation that we have discussed in the previous chapters. As mentioned in Chapter 1, in our view the main foundational works are as follows: i) The pioneering work by Deaven and Ho  in which the authors put forth the cut-and-paste operations in real space and have shown that systems with N $ 60 atoms are solved successfully.
As we can recall, during a GA run the newly created structures (offspring, or children) can be rejected if their formation energy is too high – which is very time consuming because we end up discarding a structure that has already taken considerable resources. 2). 1, we will see an example of DFT-based GA in which the high-pressure phases of silica are determined and discussed. 3 Adaptive Classical Potentials The very selective decisions to proceed with the DFT relaxations are a powerful way to ensure that the algorithm is not only tractable, but also very efﬁcient.
Rev. B, 70, 085321. D. (2000) Model. Simul. Mater. Sci. , 8, 825. G. (1990) Phys. Rev. , 65, 1020. L. J. (2006) Phys. Rev. B, 65, 224104. , and Roberts, C. (2002) J. Chem. , 116, 1536. L. , 4193. Trimarchi, G. and Zunger, A. (2007) Phys. Rev. B, 75, 104113. j35 j37 3 Crystal Structure Prediction This chapter addresses in more detail the problem of crystal structure prediction using genetic algorithm (GA) within the real-space representation that we have discussed in the previous chapters. As mentioned in Chapter 1, in our view the main foundational works are as follows: i) The pioneering work by Deaven and Ho  in which the authors put forth the cut-and-paste operations in real space and have shown that systems with N $ 60 atoms are solved successfully.