A Novel Surrogate Framework for evaluating THM Properties of Bentonite

评估膨润土 THM 性能的新型替代框架

• 批准号: DP240102053
• 负责人: Dr Yilin Gui
• 金额: $ 33.44万
• 依托单位: Queensland University of Technology
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2024
• 资助国家: 澳大利亚
• 起止时间: 2024-01-01 至 2026-12-31
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP240102053
• 关键词: Novel; Surrogate; Framework; evaluating; THM

Compacted bentonite as favoured engineered barrier material is widely used in environmental geotechnics and its failure can incur huge societal, economic and environmental loss. The project aims to develop a novel surrogate model to identify the optimal controllable factors' value to increase barrier's integrity and reliability. It expects to advance the fundamental knowledge of bentonite thermo-hydro-mechanical properties through advanced molecular dynamics modelling, statistic learning and machine learning. It will deliver revolution design approach for bentonite used in engineered barriers in Australia and internationally. In the long-time it will bring huge economic, societal and environmental benefits to our community.

压实的膨润土作为偏爱的工程屏障材料广泛用于环境岩土技术，其失败会造成巨大的社会，经济和环境损失。该项目旨在开发一种新型的替代模型，以确定最佳可控因素的价值，以提高障碍的完整性和可靠性。它希望通过先进的分子动力学建模，统计学学习和机器学习来推进膨润土热冰科机械特性的基本知识。它将为在澳大利亚和国际工程障碍物中使用的膨润土提供革命设计方法。长期以来，它将为我们的社区带来巨大的经济，社会和环境利益。