[HTML][HTML] Data-driven machine learning for disposal of high-level nuclear waste: A review

G Hu, W Pfingsten - Annals of Nuclear Energy, 2023 - Elsevier
The application of the data-driven machine learning (DDML) for the disposal of the high-
level nuclear waste (HLW) is of emerging interest in the recent years. This review aims to …

Zirconolite polytypes and murataite polysomes in matrices for the REE—Actinide fraction of HLW

SV Yudintsev, MS Nickolsky, MI Ojovan, OI Stefanovsky… - Materials, 2022 - mdpi.com
Electron backscatter diffraction (EBSD) has been used for more than 30 years for analyzing
the structure of minerals and artificial substances. In recent times, EBSD has been widely …

Response of structure and mechanical properties of high entropy pyrochlore to heavy ion irradiation

L Xu, M Niu, H Wang, L Su, H Gao, L Zhuang - Journal of the European …, 2022 - Elsevier
Material with superior damage tolerance, chemical durability, and structure stability is of
increasing interest in high-level radioactive waste management and structural components …

Microwave dielectric properties, chemical bonds and infrared reflection spectra of La2Sn2O7 ceramics with pyrochlore structures

L Ma, S Liu, L Jiang, P Zhang, Q Wen, Q Du… - Journal of the European …, 2024 - Elsevier
Abstract The La 2 Sn 2 O 7 ceramic was synthesized using the solid− phase reaction
method. The crystal structure, sintering characteristics, and microwave dielectric properties …

Phase evolution and aqueous durability of nanograin Gd2Hf2O7 ceramic as a potential nuclear waste immobilization matrix

P Chen, X Tang, J Liao, C Zhang, Y Li - Ceramics International, 2023 - Elsevier
Abstract A nanograin (Gd 2 Hf 2 O 7, GHO) ceramic is prepared using a sol-gel and cold-
pressing sintering method as a potential curing matrix material for the high-level radioactive …

Luminescence study of Sm3+,Eu3+‐doped Y2Zr2O7 host: optical investigation of greenish yellow to red colour tunable pyrochlore phosphor

AR Bansod, AR Kadam, PS Bokare… - Luminescence, 2022 - Wiley Online Library
Pyrochlore phosphors have shown their worth in modern day lighting in the last few years.
Colour tunability of the phosphor is one of the modern techniques used to obtain white light …

Thermal conductivity prediction of sintered reaction bonded silicon nitride ceramics using a machine learning approach based on process conditions

R Furushima, Y Nakashima, Y Zhou, K Hirao, T Ohji… - Ceramics …, 2024 - Elsevier
Thermal conductivity (TC) of sintered reaction bonded silicon nitride (SRBSN) ceramics was
predicted from process conditions using support vector regression (SVR) as a machine …

Computational materials design for ceramic Nuclear waste forms using machine learning, First-principles calculations, and kinetics rate theory

J Wang, DB Ghosh, Z Zhang - Materials, 2023 - mdpi.com
Ceramic waste forms are designed to immobilize radionuclides for permanent disposal in
geological repositories. One of the principal criteria for the effective incorporation of waste …

Chemical durability and corrosion-induced microstructure evolution of compositionally complex titanate pyrochlore waste forms with uranium incorporation

K Yang, K Bryce, T Yao, D Zhao, J Lian - Journal of the European Ceramic …, 2024 - Elsevier
Chemical durability of compositionally-complex rare-earth titanate pyrochlore solid solutions
with or without uranium incorporation was investigated by semi-dynamic leaching testing. A …

Chemical durability of multicomponent lanthanide zirconate solid solutions

K Bryce, K Yang, T Yao, J Lian - Ceramics International, 2023 - Elsevier
Multicomponent zirconate solid solutions A 2 Zr 2 O 7 (A=(Sm, Yb),(Sm, Yb, Gd),(Sm, Yb, Gd,
Er), and (Sm, Yb, Gd, Er, Dy)) were synthesized through spark plasma sintering and their …