Academic Journal

Spectroscopic Fingerprints of MgCl 2 /TiCl 4 Nanoclusters Determined by Machine Learning and DFT

التفاصيل البيبلوغرافية
العنوان: Spectroscopic Fingerprints of MgCl 2 /TiCl 4 Nanoclusters Determined by Machine Learning and DFT
المؤلفون: Maddalena D’Amore (1880737), Gentoku Takasao (6382694), Hiroki Chikuma (11384412), Toru Wada (6382697), Toshiaki Taniike (2343487), Fabien Pascale (2475697), Anna Maria Ferrari (1667737)
سنة النشر: 2021
المجموعة: Smithsonian Institution: Digital Repository
مصطلحات موضوعية: Ecology, Inorganic Chemistry, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Physical Sciences not elsewhere classified, coordinatively unsaturated mg, 8 , 4 , 2 , called defect sites, 2 +, sites available, plausible sites, different sites, vibrational spectroscopy, vibrational analysis, spectroscopic fingerprints, sensitively probe, plausible models, machine learning, likely present, ideal surfaces, evolutionary algorithm, different ways, clear fingerprint, also modeled
الوصف: Understanding the structure and properties of MgCl 2 /TiCl 4 nanoclusters is a key to uncovering the origin of Ziegler–Natta catalysis. In particular, vibrational spectroscopy can sensitively probe the morphology and active species of MgCl 2 /TiCl 4 . Here, we determined vibrational spectroscopic fingerprints of 50MgCl 2 and 50MgCl 2 /3TiCl 4 which were obtained by nonempirical structure determination based on an evolutionary algorithm and DFT. The adsorption of CO, TiCl 4 , and Ti 2 Cl 8 dimers was also modeled on each of the coordinatively unsaturated Mg 2+ sites available for binding including so-called defect sites, which are likely present at the surface of activated MgCl 2 nanocrystals and plausible sites for strong TiCl 4 species adsorption. The outcomes of thermodynamical and vibrational analysis were compared to results on ideal surfaces of MgCl 2 . Vibrational analysis (IR and Raman) on plausible models of TiCl 4 / MgCl 2 nanoclusters revealed that IR response is useful for distinguishing between the different ways of binding of TiCl 4 on different sites of adsorption, whereas Raman response provides a clear fingerprint of supported TiCl 4 species.
نوع الوثيقة: article in journal/newspaper
اللغة: unknown
Relation: https://figshare.com/articles/journal_contribution/Spectroscopic_Fingerprints_of_MgCl_sub_2_sub_TiCl_sub_4_sub_Nanoclusters_Determined_by_Machine_Learning_and_DFT/16569456
DOI: 10.1021/acs.jpcc.1c05712.s001
الاتاحة: https://doi.org/10.1021/acs.jpcc.1c05712.s001
Rights: CC BY-NC 4.0
رقم الانضمام: edsbas.FE586549
قاعدة البيانات: BASE
الوصف
DOI:10.1021/acs.jpcc.1c05712.s001