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Machine learning applied to X-ray tomography as a new tool to analyse the voids in RRP Nb3Sn wires


Machine learning.
Machine learning applied to X-ray tomography as a new tool to analyse the voids in RRP Nb3Sn wires
19-05-2021
Scientists have developed a new tool to investigate the internal features of Nb3Sn superconducting wires, combining X-ray tomographic data acquired at beamline ID19 with an unsupervised machine-learning algorithm. The method provides new insights for enhancing wire performance.
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Interest in niobium-tin (Nb
3Sn) as a material for superconducting wires has recently been renewed because this material has been selected to replace niobium-titanium as the next step in accelerator magnet technology [1]. The design of these magnets relies on the availability of advanced Nb ....

M Yusoffm Zeehaida , N Aimi Salihah , University Of Geneva , Department Of Quantum Matter Physics , Restacked Rod Process , Finite Element Models , Quantum Matter Physics , Aimi Salihah , பல்கலைக்கழகம் ஆஃப் ஜிநீவ , துறை ஆஃப் குவாண்டம் விஷயம் இயற்பியல் , வரையறுக்கப்பட்ட உறுப்பு மாதிரிகள் , குவாண்டம் விஷயம் இயற்பியல் ,

A physics perspective on wound healing


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IMAGE: Fluorescent microscopy image of a proliferating cell front, whose edge is indicated in green. The rat epithelial cells, with cytoplasm (blue) and nuclei (red), form a 2-dimensional culture which can.
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Credit: © Guillaume Rapin, UNIGE
In material physics understanding how systems interact across the interfaces separating them is of central interest. But can physical models clarify similar concepts in living systems, such as cells? Physicists at the University of Geneva (UNIGE), in collaboration with the University of Zurich (UZH), used the framework of disordered elastic systems to study the process of wound healing - the proliferation of cell fronts which eventually join to close a lesion. Their study identified the scales of the dominant interactions between cells which determine this process. The results, published in the journal ....

Steven Brown , Patrycja Paruch , Guillaume Rapin , University Of Geneva , Department Of Quantum Matter Physics , University Of Zurich , Scientific Reports , Quantum Matter Physics , Professor Steven Brown , Nirvana Caballero , Chemistry Physics Materials Sciences , Molecular Physics , ஸ்டீவன் பழுப்பு , பல்கலைக்கழகம் ஆஃப் ஜிநீவ , துறை ஆஃப் குவாண்டம் விஷயம் இயற்பியல் , பல்கலைக்கழகம் ஆஃப் ஸுரி , அறிவியல் அறிக்கைகள் , குவாண்டம் விஷயம் இயற்பியல் , வேதியியல் இயற்பியல் பொருட்கள் அறிவியல் ,