Cargando…
Informatics for materials science and engineering : data-driven discovery for accelerated experimentation and application /
This work aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis.
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam :
Butterworth-Heinemann,
2013.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Ia 4500 | ||
|---|---|---|---|
| 001 | SCIDIR_ocn853506317 | ||
| 003 | OCoLC | ||
| 005 | 20231117044908.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 130723s2013 ne a ob 001 0 eng d | ||
| 010 | |a 2014395417 | ||
| 040 | |a N$T |b eng |e pn |c N$T |d UIU |d YDXCP |d CUS |d UPM |d B24X7 |d GGVRL |d OCLCF |d OCLCQ |d ICA |d COCUF |d AGLDB |d K6U |d OCLCQ |d U3W |d BUF |d D6H |d VTS |d INT |d COO |d OCLCQ |d S9I |d VT2 |d OCLCO |d OCLCQ |d OCLCO | ||
| 019 | |a 1084437637 |a 1228543251 | ||
| 020 | |a 9780123946140 |q (electronic bk.) | ||
| 020 | |a 012394614X |q (electronic bk.) | ||
| 020 | |z 9780123943996 | ||
| 020 | |z 012394399X | ||
| 035 | |a (OCoLC)853506317 |z (OCoLC)1084437637 |z (OCoLC)1228543251 | ||
| 050 | 4 | |a TA404.23 | |
| 072 | 7 | |a TEC |x 021000 |2 bisacsh | |
| 082 | 0 | 4 | |a 620.110285 |2 23 |
| 245 | 0 | 0 | |a Informatics for materials science and engineering : |b data-driven discovery for accelerated experimentation and application / |c edited by Krishna Rajan. |
| 264 | 1 | |a Amsterdam : |b Butterworth-Heinemann, |c 2013. | |
| 300 | |a 1 online resource (xv, 525 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Print version record. | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 1. Materials informatics : an introduction / Krishna Rajan -- 2. Data mining in materials science and engineering / Chandrika Kamath and Ya Ju Fan -- 3. Novel approaches to statistical learning in materials science / F.J. Alexander and T. Lookman -- 4. Cluster analysis : finding groups in data / Joe Bible, Susmita Datta and Somnath Datta -- 5. Evolutionary data-driven modeling / Nirupam Chakraborti -- 6. Data dimensionality reduction in materials science / S. Samudrala, K. Rajan and B. Ganapathysubramanian -- 7. Visualization in materials research : rendering strategies of large data sets / Aaron Bryden, Krishna Rajan and Richard LeSar -- 8. Ontologies and databases -- knowledge engineering for materials informatics / Joseph Glick -- 9. Experimental design for combinatorial experiments / James N. Cawse -- 10. Materials selection for engineering design / Michael Ashby, Elizabeth Cope and David Cebon -- 11. Thermodynamic databases and phase diagrams / S.K. Saxena -- 12. Towards rational design of sensing materials from combinatorial experiments / Radislav Potyrailo -- 13. High-performance computing for accelerated zeolitic materials modeling / Laurent A. Baumes, Frederic Kruger and Pierre Collet -- 14. Evolutionary algorithms applied to electronic-structure informatics : accelerated materials design using data discovery vs. data searching / Duane D. Johnson -- 15. Informatics for crystallography : designing structure maps / Krishna Rajan -- 16. From drug discovery QSAR to predictive materials QSPR : the evolution of descriptors, methods, and models / Ke Wu [and four others] -- 17. Organic photovoltaics / Carlos Amador-Bedolla [and three others] -- 18. Microstructure informatics / Surya R. Kalidindi -- 19. Artworks and cultural heritage materials : using multivariate analysis to answer conservation questions / Deborah Lau [and four others] -- 20. Data intensive imaging and microscopy : a multidimensional data challenge / Krishna Rajan. | |
| 520 | |a This work aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis. | ||
| 650 | 0 | |a Materials science |x Data processing. | |
| 650 | 6 | |a Science des mat�eriaux |0 (CaQQLa)201-0141984 |x Informatique. |0 (CaQQLa)201-0380011 | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Material Science. |2 bisacsh | |
| 650 | 7 | |a Materials science |x Data processing |2 fast |0 (OCoLC)fst01011960 | |
| 700 | 1 | |a Rajan, Krishna, |e editor. | |
| 776 | 0 | 8 | |i Print version: |t Informatics for materials science and engineering. |d Amsterdam : Butterworth-Heinemann, 2013 |z 9780123943996 |w (OCoLC)844871870 |
| 856 | 4 | 0 | |u https://sciencedirect.uam.elogim.com/science/book/9780123943996 |z Texto completo |