Computational biology a statistical mechanics perspective

What are the concepts of statistical mechanics?
Statistical mechanics uses probability theory to determine the distribution of molecular motions and states in a many-molecule system and provides a method to average the states to obtain the macroscopic (bulk) properties..
What is the approach of computational biology?
Computational biology refers to the use of data analysis, mathematical modeling and computational simulations to understand biological systems and relationships.
An intersection of computer science, biology, and big data, the field also has foundations in applied mathematics, chemistry, and genetics..
What is the importance of computational biology in bioinformatics?
Computational biology is the science that answers the question “How can we learn and use models of biological systems constructed from experimental measurements?” These models may describe what biological tasks are carried out by particular nucleic acid or peptide sequences, which gene (or genes) when expressed produce .
What is the purpose of statistical mechanics?
The Aims of Statistical Mechanics (SM)
Its aim is to account for the macroscopic behaviour of physical systems in terms of dynamical laws governing the microscopic constituents of these systems and the probabilistic assumptions made about them.
One aspect of that behaviour is the focal point of SM: equilibrium..
Bioinformatics: This is the most well-known field of computational biology.
This field deals with the development and creation of databases or other methods of storing, retrieving, and analyzing biological data (originally starting with genes) through mathematical and computing algorithms.
The field includes many types of biological study, from drug development to genetics and has expanded along with the biotech and pharmaceutical industries in the past few years.
Computational biologists usually work for research institutions or perform research for private companies.

Computational Biology: A Statistical Mechanics Perspective is the first book dedicated to the interface between statistical physics and bioinformatics.

This Second Edition provides a solid introduction to the techniques of statistical mechanics for graduate students and researchers in computational biology and

Categories

Computational biology a statistical mechanics perspective

What are the concepts of statistical mechanics?

What is the approach of computational biology?

What is the importance of computational biology in bioinformatics?

What is the purpose of statistical mechanics?