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| 001 | 00011389 | ||
| 003 | WSP | ||
| 007 | cr cnu|||unuuu | ||
| 008 | 200416s2020 si ob 001 0 eng d | ||
| 040 |
_a WSPC _b eng _c WSPC |
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| 010 | _z 2019036812 | ||
| 020 |
_a9789811204531 _q(ebook) |
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| 020 |
_a9811204535 _q(ebook) |
||
| 020 |
_z9811204446 _q(set ; hbk.) |
||
| 020 |
_z9789811204449 _q(set ; hbk.) |
||
| 020 |
_z9789811204548 _q(v. 1 ; hbk.) |
||
| 020 |
_z9789811204562 _q(v. 2 ; hbk.) |
||
| 050 | 0 | 4 |
_aQ183.9 _b.H364 2020 |
| 072 | 7 |
_aCOM _x004000 _2bisacsh |
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| 072 | 7 |
_aCOM _x089000 _2bisacsh |
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| 072 | 7 |
_aCOM _x021030 _2bisacsh |
|
| 082 | 0 | 4 |
_a500.20285/57 _223 |
| 245 | 0 | 0 |
_aHandbook on big data and machine learning in the physical sciences _h[electronic resource] / _cedited by Surya Kalidindi ... [et al.]. |
| 260 |
_aSingapore ; _aNew Jersey : _bWorld Scientific, _c[2020] |
||
| 300 | _a1 online resource (2 vols.) | ||
| 490 | 1 |
_aWorld scientific series on emerging technologies; _vv. 1 |
|
| 504 | _aIncludes bibliographical references and index. | ||
| 505 | 0 | _avol. 1. Big data methods in experimental materials discovery -- vol. 2. Advanced analysis solutions for leading experimental techniques. | |
| 520 | _a"This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several years in areas spanning materials science, chemistry, and condensed matter physics. Written by world renowned researchers, the compilation of two authoritative volumes provides a distinct summary of the modern advances in instrument - driven data generation and analytics, establishing the links between the big data and predictive theories, and outlining the emerging field of data and physics-driven predictive and autonomous systems"--Publisher's website. | ||
| 650 | 0 |
_aPhysical sciences _xData processing. _9178343 |
|
| 650 | 0 |
_aBig data. _94174 |
|
| 650 | 0 |
_aArtificial intelligence. _93407 |
|
| 655 | 0 |
_aElectronic books. _93294 |
|
| 700 | 1 |
_aKalidindi, Surya. _9178344 |
|
| 830 | 0 |
_aWorld scientific series on emerging technologies; _vv. 1. _9178345 |
|
| 856 | 4 | 0 |
_uhttps://www.worldscientific.com/worldscibooks/10.1142/11389#t=toc _zAccess to full text is restricted to subscribers. |
| 942 | _cEBK | ||
| 999 |
_c97754 _d97754 |
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