Theoretical Solid-State Chemistry: theory, modelling, and simulation
Location: CECAM-ES
Organisers
The extraordinary field of solid-state chemistry borders with solid-state physics, crystallography, quantum theory, inorganic, and organic chemistry, to name a few; also, it is one of the foundations on which the nanoscience and nanotechnology fields rely on. Computer simulation of the electronic structure and properties of solids have become sufficiently reliable such that their application has resulted in an increasingly important impact on solid state chemistry and physics.[1],[2] Although many courses and tutorials on the subject already exist, they are mainly focused on audiences with strong background on solid-state physics, and usually devoted to a particular electronic structure code. Far more unusual are the courses designed to teach the solid-state techniques to chemists, thus contributing to eliminate the cultural barriers that still exist between both groups.
This school is primarily targeted to PhD students and post‑docs who are interested or are starting to learn about the application of theoretical methods and techniques to the study of the physics and chemistry of the solid state. The level of this tutorial corresponds to master or doctorate students in areas of physics and chemistry. After two initial days where the fundamentals of theory of the treatment of the electronic structure of solids will be presented to the students, the remaining of the tutorial will be devoted to the examination of specific and hot areas like characterization of chemical bonding in solids and relationship to macroscopic properties, structure, and reactivity at solid surfaces, including layered systems and highly correlated oxides, and magnetic properties. The afternoons will be dedicated to practical hand-on tutorials using programs like (but not limited to) Quantum Espresso, Vasp, Vesta, jmol, Critic2g or SCALE-UP. Getting familiar with the different codes and their possibilities requires an adequate training that merges theory and practice in substantial amounts.
Standard methods in solid-state simulations allow for relatively large supercells containing up to 1000 atoms at zero temperature. However, predicting or interpreting many experimental results is still a great challenge due to finite temperature effects and defects like impurities, surfaces, grain boundaries, etc. For that reason, there is an ongoing effort in the solid-state community to develop methods that can be applied to larger systems. In this edition we will devote a theoretical session to discuss the factors that limit the application of first-principles simulations to these larger supercells and the kind of techniques that can be applied to overcome these problems. We will discuss the construction of Hamiltonians in localized basis sets and linear scaling techniques with a very brief incursion on the idea of model-Hamiltonians and QM/MM techniques. One practical session will be devoted to discussing these methods with applications on the calculation of optical properties in solids and the simulation of excitons in crystals so that the students get a more detailed look at how some of these complex topics are realized in specific applications.
Regarding the calculation of the vibrational structure of solids, the use of Machine Learning methods in the calculation of interatomic force constants, that drastically reduces up to two orders of magnitude the computational effort required for obtaining the lattice thermal conductivity, will be introduced.
From the theoretical side, the course briefly covers the basics of electronic structure methods in solids, with a focus on DFT, and provides some insight on perturbation theory to quickly move to applications. This includes an overview of bulk thermodynamical properties, the relationship between bonding and electronic structure in solids, phase transitions, temperature and pressure effects, magnetic and spectroscopic properties. Solid surfaces’ structures (relaxation, rumpling and reconstruction), electronic properties, influence structural vacancies and their relationships to chemical reactivity will be examined in two of the morning sessions. The school will cover the fundamentals and the practical use of a state-of-the-art codes for the calculation of the electronic structure of bulk solids, surfaces, and defects and impurities in solids. At the end of the course, the students will have acquired the basic knowledge on which Solid State Chemistry is founded. They will be able to apply this knowledge understand and analysis more complex concepts and phenomena in the field. And, finally they will be able to perform computational simulations on structural, electronic, and magnetic properties of periodic and semi-periodic systems choosing with critical thinking the one that best suits the nature of the system or phenomenon to be studied.
List of topics to be covered:
- Summary of basic concepts. Space groups. Tensor quantities. Crystal strain. Bloch theorem. The symmetry of the wavefunction under periodic boundary conditions. Reciprocal space. Mean field solution of the electronic problem in solids and electron-correlation methods.
- Cluster and periodic models. Atomistic models. Kohn-Sham equations and DFT methodologies. Electronic structure calculations. Phonons and crystal searching.
- Thermodynamic properties: Static models. Equation of state of solids. Phase transitions. Mechanisms and kinetics of phase transitions. Thermal effects.
- Optical properties of Solids. Macroscopic Maxwell equations: conductivity and dielectric tensors, polarization, and currents. Microscopic interpretation. Simple models: metals and insulators. Multiband transitions. Examples. Hamiltonians for light-matter interaction. Time-dependent evolution of a periodic system under electric fields. Absorption and reflectivity.
- Multiscale methods. Current difficulties in solid-state calculations. Scaling in the construction of the Hamiltonian of different methods. Scaling in diagonalization.
- Construction of sparse Hamiltonian matrix. Linear scaling techniques. Metals, insulators, and the Fermi energy. Force fields in solid state. QM/MM and combination of force-fields and electronic structure codes. Applications: Excitons and polarons.
- Computational models in Surface Science. Structure of surfaces: Tasker's classification of ionic surfaces. Relaxation, rumpling, and reconstruction of surfaces. Surface energies. Surface defects: O vacancies in metal oxides. Adsorption at surfaces. Case studies: organic molecules and transition metal atoms at oxide surfaces. Reactivity at surfaces: organic molecules at simple surfaces. Role of point defects.
- Topologies of scalar fields in crystals. Electron density, electron localization function and reduced density gradient chemical functions. Chemical origin of compressibility. Chemical bonding reconstruction along a phase transition.
- Phonons and dispersion curves. Free energy. Quasi-harmonic approximation. Thermal properties: Heat capacity, Debye temperature, Gruneisen parameters and thermal expansion coefficient. Temperature-dependent mechanical and elastic properties. Anharmonicity and thermal transport.
- Spin Hamiltonians. Effective Hamiltonian theory. Magnetism in condensed matter. Spin waves for ferromagnets. Antiferromagnetic lattices. Electron transport. Quantum Chemical approach to solid state magnetism. Magnetic anisotropy, Double exchange and spin wave theory.
References
Pablo Garcia Fernandez (Universidad de Cantabria) - Organiser
Antonio M. Márquez (Universidad de Sevilla) - Organiser
Sandra Rodriguez (Universidad Autónoma de Madrid) - Organiser