Hybrid machine learning model with random field and limited CPT data to quantify horizontal scale of fluctuation of soil spatial variability

Acta Geotechnica - The scale of fluctuation (SOF) is the critical parameter to describe the soil spatial variability, which significantly influences the embedded geostructures. Due to the limited...     

水力压裂扩展特性的数值模拟研究

采用ABAQUS建立了水力压裂计算模型,模拟了地应力、岩石力学特性、压裂液流体特性等各种复杂因素对水力压裂扩展的影响。通过计算分析得到一些有益结论：（1）在注入压力一定的情况下起裂压力与最小水平地应力、临界应力、初始孔隙压力成正比,而与压裂液黏度、最大水平地应力、弹性模量无关;（2）裂缝扩展长度和最大缝宽与最小水平地应力、初始孔隙压力、弹性模量成反比,而与最大水平地应力无关;（3）水力压裂作业中,缝长的扩展过程可分为无扩展阶段、快速扩展阶段、稳定扩展阶段以及缓慢扩展阶段等4个阶段。研究结论对于水力压裂作业优化具有参考价值。     

Quantitative evaluation of geological uncertainty and its influence on tunnel structural performance using improved coupled Markov chain

Acta Geotechnica - The geo-structures embedded in the multiple variable strata could be significantly affected by the geological uncertainty. The quantitative evaluation of geological uncertainty...