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The following PowerPoint file is from the talk which I gave in my research group recently. It is also my understanding and reading notes from a serial of papers by Prof. Udo Seifert, in which he generalized the entropy production to the single trajectory of the small system such as a molecular machine. It mainly addressed three questions:
1) Just as thermodynamics was developed to calculate the energy efficiency of the macro-machine, we need to develop further the thermodynamics to solve the problem of the efficiency of the micro-machine, see Fig. 1.
2) Molecular machines in cell works differently from their counterparts in the macro-world. They take advantage of thermal noise in the micro-world to do work, which is the reason why molecular machines usually have a higher energy efficiency.
3) To deal with a small system,
Fig. 1 Molecular motors - Myosin and Kinesin's walking steps on the microtubule
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