李新林.川南深层页岩气储层地应力测井评价方法研究[D].长江大学,2022(04).

江昊焱.X地区致密砂岩储层岩石力学特性及体积压裂甜点研究[D].西安石油大学,2020(11).

王艳梅.岩石力学动、静态参数关系研究[D].西南石油大学,2012(04).

陈勉, 金衍, 张广清, 著.石油工程岩石力学[M].科学出版社,2008.

蔡美峰主编.岩石力学与工程[M].科学出版社,2002.

Junlong Sun,Ru Zhang,Anlin Zhang,Xinzhong Wang,Jiaxin Wang,Li Ren,Zetian Zhang,Zhilong Zhang.Rock strength prediction based on machine learning: A study from prediction model to mechanism explanation[J].Measurement,2024.

Qin Xuan,Zhang Yonghao,Wang Yang,Ren Jiali,Han De-hua.Experimental study on the static and dynamic elastic stiffness of rock samples from a shale oil reservoir[J].International Journal of Rock Mechanics and Mining Sciences,2023.

Sharifi Javad,Nooraiepour Mohammad,Amiri Mohammadkazem,Mondol Nazmul Haque.Developing a relationship between static Young’s modulus and seismic parameters[J].Journal of Petroleum Exploration and Production Technology,2022.

Harrypersad-Daniel A.M.,Blake O.O.,Ramsook R..Determining the static Young’s modulus and Poisson’s ratio, and compressive strength of the friable Erin Formation rocks using P-wave velocity[J].Journal of Applied Geophysics,2022.

Nasiri H.,Homafar A.,Chelgani S. Chehreh.Prediction of uniaxial compressive strength and modulus of elasticity for Travertine samples using an explainable artificial intelligence[J].Results in Geophysical Sciences,2021.

Ahmed K. Abd El-Aal,Mohamed K. Salah,Mohamed A. Khalifa.Acoustic and strength characterization of Upper Cretaceous dolostones from the Bahariya Oasis, Western Desert, Egypt: The impact of porosity and diagenesis[J].Journal of Petroleum Science and Engineering,2020.

Lundberg Scott M,Erion Gabriel,Chen Hugh,DeGrave Alex,Prutkin Jordan M,Nair Bala,Katz Ronit,Himmelfarb Jonathan,Bansal Nisha,Lee Su-In.From Local Explanations to Global Understanding with Explainable AI for Trees.[J].Nature machine intelligence,2020.

Norwegian University of Science and Technology, Trondheim, Norway,SINTEF, Trondheim, Norway,Norwegian University of Science and Technology, Trondheim, Norway,SINTEF, Trondheim, Norway.From Static to Dynamic Stiffness of Shales: Frequency and Stress Dependence[J].Rock Mechanics and Rock Engineering,2019.

Erling Fjær.Relations between static and dynamic moduli of sedimentary rocks[J].Geophysical Prospecting,2019.

Salaheldin Elkatatny,Mohamed Mahmoud,Ibrahim Mohamed,Abdulazeez Abdulraheem.Development of a new correlation to determine the static Young’s modulus[J].Journal of Petroleum Exploration and Production Technology,2018.

Ali Reza Najibi,Mohammad Ghafoori,Gholam Reza Lashkaripour,Mohammad Reza Asef.Reservoir geomechanical modeling: In-situ stress, pore pressure, and mud design[J].Journal of Petroleum Science and Engineering,2017.

Tianqi Chen,Carlos Guestrin.XGBoost: A Scalable Tree Boosting System.[J].CoRR,2016.

Ali Reza Najibi,Mohammad Ghafoori,Gholam Reza Lashkaripour,Mohammad Reza Asef.Empirical relations between strength and static and dynamic elastic properties of Asmari and Sarvak limestones, two main oil reservoirs in Iran[J].Journal of Petroleum Science and Engineering,2015.

Z. A. Moradian,M. Behnia.Predicting the Uniaxial Compressive Strength and Static Young’s Modulus of Intact Sedimentary Rocks Using the Ultrasonic Test[J].International Journal of Geomechanics,2009.

Leo Breiman.Random Forests.[J].Machine Learning,2001.

李红斌,王贵文,庞小娇,刘小平,王高成,舒红林,罗瑀峰,刘梦才,赖锦.苏北盆地古近系阜宁组页岩工程品质测井评价[J].地质科技通报,2023(03).

李超,汪磊,陈洋,李天义.基于贝叶斯集成学习算法的土体先期固结压力预测模型[J].地球科学,2023(05).

陈曦泽,贾俊峰,白玉磊,郭彤,杜修力.基于XGBoost-SHAP的钢管混凝土柱轴向承载力预测模型[J].浙江大学学报(工学版),2023(06).

蔡文军,邓金根,冯永存,蔚宝华,汪衍刚,候友林.泥页岩地层区域三维地质力学建模与应用[J].钻采工艺,2023(01).

李阳,代宗仰,张洁伟,肖朵艳,李丹,赵晓阳,李甜,黄澜,黄囿霖.基于无监督学习的多参数储层评价:以蒲包山地区下三叠统飞仙关组礁滩储层为例[J].地质科技通报,2023(05).

肖立志.机器学习数据驱动与机理模型融合及可解释性问题[J].石油物探,2022(02).

伍顺伟,高阳,胡俊,户海胜,何金玉,王刚.玛湖地区横波预测方法优选及其对岩石力学参数计算的影响[J].特种油气藏,2021(03).

舒红林,仇凯斌,李庆飞,潘元炜,罗瑀峰,舒东楚,王高成.页岩气地质力学特征评价方法——中国南方海相强改造区山地页岩地质力学特征[J].天然气工业,2021(S1).

赵旭阳,郭海敏,李紫璇,牛月.基于测井横波预测的地应力场及岩石力学参数建模[J].断块油气田,2021(02).

王文文,李诺,韩建强,罗涛,肖涛.基于多基因遗传规划的储层岩石静态模量预测[J].应用声学,2020(02).

杨剑锋,乔佩蕊,李永梅,王宁.机器学习分类问题及算法研究综述[J].统计与决策,2019(06).

徐继伟,杨云.集成学习方法:研究综述[J].云南大学学报(自然科学版),2018(06).

杨宝刚,潘仁芳,赵丹,李卓文,高博乐.四川盆地长宁示范区龙马溪组页岩岩石力学特性及脆性评价[J].地质科技情报,2015(04).

葛洪魁,陈颙,林英松.岩石动态与静态弹性参数差别的微观机理[J].石油大学学报(自然科学版),2001(04).

尤明庆,苏承东,申江.岩石材料的非均质性与动态参数[J].辽宁工程技术大学学报(自然科学版),2001(04).