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In these proceedings, it is shown that thermodynamical concepts are not "old fashioned" but still are most useful at the frontiers of modern science. Among the contributors are well-known experts such as Derrida (Saclay) and Szepfalusy (Budapest). The subject covers a wide field including: recent developments in phenomenological thermodynamics, statistical foundation of thermodynamical concepts, thermodynamical concepts in nonlinear dynamics, applications to nonlinear (neural) networks, stochastic theory and transition processes.