NANOZARRALAR FIZIKASI VA SUN’IY INTELLEKT: MODELLASHTIRISH VA TAHLILNING YANGI BOSQICHI
Kalit so‘zlar:
Nanozarralar fizikasi, sun’iy intellektAbstrak
Ushbu maqolada nanozarralar fizikasi va sun’iy intellekt (SI) texnologiyalarining o‘zaro integratsiyasi hamda bu sohalarning zamonaviy ilm-fan va texnikada qanday ahamiyat kasb etayotgani yoritilgan. Xususan, nanozarralarning fizikaviy xossalarini modellashtirishda sun’iy neyron tarmoqlar, mashinali o‘rganish va boshqa SI usullaridan foydalanishning samaradorligi ko‘rib chiqilgan. Mazkur yondashuv nanozarralarning yangi xossalarini aniqlash, optimallashtirish va amaliyotga joriy etishda muhim vosita bo‘lib xizmat qilmoqda.
References
Foydalanilgan adabiyotlar:
Bhushan, B. (Ed.). (2017). Springer Handbook of Nanotechnology. Springer.
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.
Razi, P., & Hassani, M. (2020). “Application of artificial intelligence in nanoparticle design: a review.” Nanotechnology Reviews, 9(1), 112–127.
Zhang, Y., & Wang, L. (2018). “Machine learning for nanomaterial property prediction.” Journal of Materials Chemistry C, 6(30), 7914–7926.
Karpatne, A., Atluri, G., Faghmous, J. H., et al. (2017). “Theory-guided data science: A new paradigm for scientific discovery.” IEEE Transactions on Knowledge and Data Engineering, 29(10), 2318–2331
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