刘淑玉，女，汉族，中共党员。2026年毕业于北京航空航天大学，获工学博士学位，现为yl1111永利集团讲师。目前主要从事生物数学、生物力学、机器学习等方面的研究。在《Journal of Orthopaedic Research》、《Applied Sciences》等期刊发表学术论文5篇。

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一、教育经历

2012.09—2016.06  湖南第一师范学院yl1111永利集团，数学与应用数学，理学学士；

2016.09—2019.01  北京航空航天大学yl1111永利集团，生物数学，理学硕士，导师：李娅副教授；

2019.09—2026.06  北京航空航天大学，工学博士，导师：宫赫教授。

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二、工作经历

2026.07—至今 yl1111永利集团，yl1111永利集团，讲师。

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三、研究方向

● 生物数学、生物力学、机器学习。

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四、代表性学术论文

[1] Liu S, Zhang M, Gong H, Jia S, Zhang J, Jia Z. Explainable machine-learning-based prediction of QCT/FEA-calculated femoral strength under stance loading configuration using radiomics features [J]. Journal of Orthopaedic Research, 2025(1), 43: 161-172.

[2] Liu S, Gong H, Shi P, Li C, Zhang Q, Zhang J. Current applications and development of radiomics in osteoporosis: a narrative review [J]. Applied Sciences (Switzerland), 2025, 15(13): 7604.

[3] Jia Z, Gong H, Liu S, Zhang J, Zhang Q. Designing three-dimensional lattice structures with anticipated properties through a deep learning method [J]. Materials and Design, 2024, 244: 113139.

[4] Zhang J, Gong H, Ren P, Liu S, Jia Z, Shi P. Computer-aided diagnosis for China-Japan Friendship Hospital classification of necrotic femurs using statistical shape and appearance model based on CT scans [J]. Medical and Biological Engineering and Computing, 2025, 63: 867-883.

[5] Zhang Q, Gong H, Shi P, Li C, Liu S, Jia Z. Design and mechanical properties of a 3D missing rib structure inspired by crystal twinning [J]. Materials Today Communications, 2025, 43: 111786.