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Scale Invariance: From Phase Transitions to Turbulence

Posted By: AvaxGenius
Scale Invariance: From Phase Transitions to Turbulence

Scale Invariance: From Phase Transitions to Turbulence by Annick Lesne , Michel Lagües
English | PDF | 2012 | 406 Pages | ISBN : 3642151221 | 9.1 MB

During a century, from the Van der Waals mean field description (1874) of gases to the introduction of renormalization group (RG techniques 1970), thermodynamics and statistical physics were just unable to account for the incredible universality which was observed in numerous critical phenomena. The great success of RG techniques is not only to solve perfectly this challenge of critical behaviour in thermal transitions but to introduce extremely useful tools in a wide field of daily situations where a system exhibits scale invariance. The introduction of scaling, scale invariance and universality concepts has been a significant turn in modern physics and more generally in natural sciences. Since then, a new "physics of scaling laws and critical exponents", rooted in scaling approaches, allows quantitative descriptions of numerous phenomena, ranging from phase transitions to earthquakes, polymer conformations, heartbeat rhythm, diffusion, interface growth and roughening, DNA sequence, dynamical systems, chaos and turbulence.

Deep Learning to See: Towards New Foundations of Computer Vision

Posted By: AvaxGenius
Deep Learning to See: Towards New Foundations of Computer Vision

Deep Learning to See: Towards New Foundations of Computer Vision by Alessandro Betti
English | PDF,EPUB | 2022 | 116 Pages | ISBN : 3030909867 | 5.8 MB

The remarkable progress in computer vision over the last few years is, by and large, attributed to deep learning, fueled by the availability of huge sets of labeled data, and paired with the explosive growth of the GPU paradigm.