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Machine learning methods such as neural networks, non-linear dimensionality reduction techniques, random forests and others meet in this research topic with biomolecular simulations. The authors of eight articles applied these methods to analyze simulation results, accelerate simulations or to make molecular mechanics force fields more accurate.
A comprehensive handbook covering current, controversial, and debated topics in psychiatric practice, aligned to the EPA Scientific Sections. All chapters been written by international experts active within their respective fields and they follow a structured template, covering updates relevant to clinical practice and research, current challenges, and future perspectives. This essential book features a wide range of topics in psychiatric research from child and adolescent psychiatry, epidemiology and social psychiatry to forensic psychiatry and neurodevelopmental disorders. It provides a unique global overview on different themes, from the recent dissemination in ordinary clinical practice of the ICD-11 to the innovations in addiction and consultation-liaison psychiatry. In addition, the book offers a multidisciplinary perspective on emerging hot topics including emergency psychiatry, ADHD in adulthood, and innovation in telemental health. An invaluable source of evidence-based information for trainees in psychiatry, psychiatrists, and mental health professionals.
This book is an exposition of recent progress on the Donaldson–Thomas (DT) theory. The DT invariant was introduced by R. Thomas in 1998 as a virtual counting of stable coherent sheaves on Calabi–Yau 3-folds. Later, it turned out that the DT invariants have many interesting properties and appear in several contexts such as the Gromov–Witten/Donaldson–Thomas conjecture on curve-counting theories, wall-crossing in derived categories with respect to Bridgeland stability conditions, BPS state counting in string theory, and others. Recently, a deeper structure of the moduli spaces of coherent sheaves on Calabi–Yau 3-folds was found through derived algebraic geometry. These moduli spaces ...
The progress in polymer science is revealed in the chapters of Polymer Science: A Comprehensive Reference, Ten Volume Set. In Volume 1, this is reflected in the improved understanding of the properties of polymers in solution, in bulk and in confined situations such as in thin films. Volume 2 addresses new characterization techniques, such as high resolution optical microscopy, scanning probe microscopy and other procedures for surface and interface characterization. Volume 3 presents the great progress achieved in precise synthetic polymerization techniques for vinyl monomers to control macromolecular architecture: the development of metallocene and post-metallocene catalysis for olefin pol...
This book is a collection of select proceedings of the FOMMS 2015 conference. FOMMS 2015 was the sixth triennial FOMMS conference showcasing applications of theory of computational quantum chemistry, molecular science, and engineering simulation. The theme of the 2015 meeting was on Molecular Modeling and the Materials Genome. This volume comprises chapters on many distinct applications of molecular modeling techniques. The content will be useful to researchers and students alike.