Navigating Molecular Networks (Record no. 63000)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01744nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250515152032.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250507b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031762895 |
| 028 ## - DISTRIBUTOR NAME | |
| Distributor Name | Samyak Vidyasagar |
| Bill Date | 15/05/2025 |
| Bill Number | BOS-000489 |
| Distributor address | ; Ghaziabad Uttar Pradesh-201012 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 572.80 SUK |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | N Sukumar |
| 245 ## - TITLE STATEMENT | |
| Title | Navigating Molecular Networks |
| Statement of responsibility, etc | \N Sukumar |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Switzerland |
| Name of publisher, distributor, etc | :Springer Nature |
| Date of publication, distribution, etc | ,2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 114 Pages |
| Dimensions | ;23 cm |
| 365 ## - TRADE PRICE | |
| Price amount | 3524 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book delves into the foundational principles governing the treatment of molecular networks and "chemical space"--the comprehensive domain encompassing all physically achievable molecules--from the perspectives of vector space, graph theory, and data science. It explores similarity kernels, network measures, spectral graph theory, and random matrix theory, weaving intriguing connections between these diverse subjects. Notably, it emphasizes the visualization of molecular networks. The exploration continues by delving into contemporary generative deep learning models, increasingly pivotal in the pursuit of new materials possessing specific properties, showcasing some of the most compelling advancements in this field. Concluding with a discussion on the meanings of discovery, creativity, and the role of artificial intelligence (AI) therein.<br/><br/>Its primary audience comprises senior undergraduate and graduate students specializing in physics, chemistry, and materials science. Additionally, it caters to those interested in the potential transformation of material discovery through computational, network, AI, and machine learning (ML) methodologies.<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Physics |
| 655 ## - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | ;Molecular Networks |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 07/05/2025 | Samyak Vidyasagar | 572.80 SUK | 30879 | 07/05/2025 | 07/05/2025 | Books |
