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杨家树，男，中共党员，河北邢台人；2016年获得哈尔滨工业大学工学学士学位，2023年获得同济大学工学博士学位，曾赴德国莱布尼兹汉诺威大学访学，现为西安建筑科技大学土木工程学院硕士研究生导师；主要从事工程结构优化设计、工程系统不确定性量化、结构抗震可靠性、结构智能设计等方面的研究；主持国家自然科学基金青年科学基金项目、陕西省博士后科研项目特别资助、西安建筑科技大学引进人才科研启动项目；在Reliability Engineering & System Safety、Engineering Structures、Earthquake Engineering & Structural Dynamics 等国内外知名学术期刊发表期刊论文17篇，其中1篇被选为2023年度Wiley高被引与高浏览量论文，1篇入选中国知网高PCSI论文；在国内外重要学术会议作口头报告15次，获得学术报告奖2次；担任中国工程建设标准化协会城市生命线工程安全专业委员会委员以及Reliability Engineering & System Safety、Engineering Structures等8个学术期刊的审稿专家。

教育背景

2016.09-2023.02：同济大学土木工程学院建筑工程系，推荐免试直接攻博，获工学博士学位（导师：陈建兵教授）

2021.07-2022.07：德国莱布尼兹汉诺威大学风险与可靠性研究所，博士联合培养（外方导师：Michael Beer 教授）

2012.09-2016.07：哈尔滨工业大学土木工程学院，获工学学士学位

ResearchGate 主页：https://www.researchgate.net/profile/Jia-Shu-Yang?ev=hdr_xprf

Google Scholar 主页：https://scholar.google.com/citations?user=7jq__N4AAAAJ&hl=en&authuser=1

研究方向Research Directions

工程结构优化设计,工程系统不确定性量化,结构抗震可靠性,结构智能优化设计

2. 机电结构优化与控制研究内容：在对机电结构进行分析和优化的基础上，运用控制理论进行结构参数的调整，使结构性能满足设计要求。1. 仿生结构材料拓扑优化设计, 仿生机械设计研究内容：以仿生结构为研究对象，运用连续体结构拓扑优化设计理论和方法，对多相仿生结构(机构)材料进行2. 机电结构优化与控制研究内容：在对机电结构进行分析和优化的基础上，运用控制理论进行结构参数的调整，使结构性能满足设计要求。1. 仿生结构材料拓扑优化设计, 仿生机械设计研究内容：以仿生结构为研究对象，运用连续体结构拓扑优化设计理论和方法，对多相仿生结构(机构)材料进行整体布局设计。整体布局设计。

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科研项目

1. 国家自然科学基金青年科学基金项目，基于抗震可靠性的高层建筑伸臂桁架智能优化布置方法研究，2025.01-2027.12，主持。
2. 陕西省博士后科研项目特别资助，考虑时空域随机性的结构抗震可靠性拓扑优化，2024.01-2026.07，主持。
3. 西安建筑科技大学引进人才科研启动项目，随机地震动激励下钢筋混凝土框架结构拓扑优化设计方法，2023.07-2026.07，主持。

研究成果

期刊论文：
1. Yang JS, Lyu MZ*, Chen JB, Xue JY. (2025) Structural design optimization under stochastic excitations considering first-passage probability constraint based on dimension-reduced probability density evolution equation. Reliability Engineering & System Safety 264: 111378. (IF=11.0, JCR Q1)
2. Chen G, Liu Y, Ma ZF, Yang JS, Beer M, Chian SC*, Wei SJ*. (2025) Assessing extent of building damage following an earthquake: Case study of the 2023 Turkey-Syria doublet. npj Natural Hazards 2: 51.
3. Yang JS, Wan ZQ*, Jensen HA. (2025) An efficient strategy for information reuse in probability density evolution method considering large shift of distributions with multiple random variables. Probabilistic Engineering Mechanics 79: 103728. (IF=3.0, JCR Q1)
4. Lyu MZ, Yang JS*, Chen JB, Li J. (2025) High-efficient non-iterative reliability-based design optimization based on the design space virtually conditionalized reliability evaluation method. Reliability Engineering & System Safety 254: 110646. (IF=9.4, JCR Q1)
5. Yang JS, Chen JB*, Beer M. (2024) Seismic topology optimization considering first-passage probability by incorporating probability density evolution method and bi-directional evolutionary structural optimization. Engineering Structures 314: 118382. (SCI: IF=5.5, JCR Q1)
6. 陈建兵*, 翁丽丽, 杨家树. (2024) 基于概率密度演化-概率测度变换和量子启发式算法的结构动力可靠性优化设计. 振动工程学报. (线上发表; EI, 中文核心)
7. Weng LL, Acevedo CH, Yang JS , Valdebenito MA , Faes MGR , Chen JB*. (2024) An approximate decoupled reliability-based design optimization method for efficient design exploration of linear structures under random loads. Computer Methods in Applied Mechanics and Engineering 432: 117312. (IF=6.9, JCR Q1)
8. Chen G*, Yang JS, Wang RH, Li KQ, Liu Y, Beer M. (2024) Response to discussion of“Seismic damage analysis due to near-fault multipulse ground motion”. Earthquake Engineering & Structural Dynamics 53(2): 861–866. (SCI: IF=4.5, JCR Q1)
9. Chen G*, Yang JS, Wang RH, Li KQ, Liu Y, Beer M. (2023) Seismic damage analysis subjected to nearfault multi-pulse ground motion. Earthquake Engineering & Structural Dynamics 52(15): 5099-5116. (SCI: IF=4.5, JCR Q1, 期刊高被引与高浏览量论文)
10. Chen G*, Yang JS, Liu Y, Kitahara T, Beer M. (2023) An energy-frequency parameter for earthquake ground motion intensity measure. Earthquake Engineering & Structural Dynamics 52(2): 271–284. (SCI: IF=4.060, JCR Q1)
11. Weng LL, Yang JS, Chen JB*, Beer M. (2023) Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm. Probabilistic Engineering Mechanics 74: 103494 (SCI: IF=2.6, JCR Q1)
12. Feng CX*, Faes M, Broggi M, Dang C, Yang JS, Zheng ZB, Beer M, (2023). Application of interval field method to the stability analysis of slopes in presence of uncertainties. Computers and Geotechnics 153: 105060. (SCI: IF=5.218, JCR Q1)
13. Yang JS, Chen JB*, Beer M, Jensen HA. (2022) An efficient approach for dynamic-reliability-based topology optimization of braced frame structures with probability density evolution method. Advances in Engineering Software 173: 103196. (SCI: IF=4.255, JCR Q1)
14. Yang JS, Chen JB*, Jensen HA. (2022) Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis. Probabilistic Engineering Mechanics 68: 103205. (SCI: IF=3.350, JCR Q1)
15. Yang JS, Jensen HA, Chen JB*. (2022) Structural optimization under dynamic reliability constraints utilizing probability density evolution method and metamodels in augmented input space. Structural and Multidisciplinary Optimization 65(4): 107. (SCI: IF=4.542, JCR Q1)
16. 杨家树, 陈建兵*. (2022) 动力可靠度约束下基于概率测度变换-全局收敛移动渐近线法的结构优化设计. 振动工程学报35(1): 72-81. (EI, 中文核心，中国知网高影响力学术论文)
17. Chen JB*, Yang JS, Jensen HA. (2020) Structural optimization considering dynamic reliability constraints via probability density evolution method and change of probability measure. Structural and Multidisciplinary Optimization 62(5): 2499-2516. (SCI: IF=3.377, JCR Q1)
注: 以上期刊影响因子及分区标注均以发表时为准.
国际学术会议报告：
1. Yang JS, Lyu MZ, Chen JB. (2024) Dynamic-reliability-based optimization of high-dimensional nonlinear structures under stochastic excitations using dimension-reduced probability density evolution equation. The 10th International Workshop on Reliable Engineering Computing (REC 2024). Beijing, China.
2. Yang JS, Ding YQ. (2024) Seismic-reliability-based topology optimization of frame structures considering stochastic ground motions. The 9th International Symposium on Reliability Engineering and Risk Management (ISRERM 2024). Hefei, China. (MS14 邀请报告)
3. Yang JS, Wan ZQ. (2024) Dynamic-reliability-based design optimization via probability density evolution method and efficient information reuse strategy. 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM2024) & 8th International Symposium on Uncertainty Modelling and Analysis (ISUMA2024). Shanghai, China. (MS06 邀请报告)
4. Yang JS, Chen JB. (2024) Reliability-based topology optimization of frame structures under seismic excitations by probability density evolution method. 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM2024) & 8th International Symposium on Uncertainty Modelling and Analysis (ISUMA2024). Shanghai, China.
5. Weng LL, Yang JS, Chen JB. (2023) Dynamic reliability-based design optimization using quantum-inspired algorithm and probability density evolution method assisted by change of probability measure strategy. The 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14). Dublin, Ireland. (全文)
6. Yang JS, Chen JB, Jensen HA. (2022) A gradient-free approach for dynamic-reliability-based design optimization based on the probability density evolution method. The 13th International Conference on Structural Safety & Reliability (ICOSSAR2021-2022). Shanghai, China. (全文)
7. Yang JS, Chen JB, Jensen HA. (2021) An efficient approach for dynamic-reliability-based design optimization using the probability density evolution method. The 14th World Congress on Structural and Multidisciplinary Optimization (WCSMO14). Boulder, USA.
8. Yang JS, Chen JB, Jensen HA. (2020) A PDEM-based method for structural optimization under dynamic reliability constraints. The 7th International Symposium on Reliability Engineering & Risk Management (ISRERM2020). Beijing, China. (全文, 获学生奖学金)
9. Yang JS, Chen JB, Jensen HA. (2019) An integrated method based on the probability density evolution method for dynamic reliability-based design optimization. The 32th KKHTCNN Symposium on Civil Engineering. Daejeon, South Korea. (全文)
10. Yang JS, Chen JB, Jensen HA, Li J. (2019) Structural optimization considering dynamic reliability constraints via probability density evolution method. Proceedings of the 13th World Congress on Structural and Multidisciplinary Optimization (WCSMO13), 128-133. Beijing, China. (全文)
国内学术会议报告：
1. 杨家树, 律梦泽. (2025) 基于降维概率密度演化方程的结构抗震可靠性优化方法. 第四届土木工程计算与仿真学术会议, 杭州.
2. 杨家树, 律梦泽. (2024) 白噪声激励下基于降维概率密度演化方程的结构动力可靠性优化设计. 第十四届全国随机振动理论与应用学术会议暨第十三届全国随机动力学学术会议, 西安.
3. 杨家树. (2024) 地震作用下基于动力可靠性的结构拓扑优化方法. 第九届结构设计理论与工程应用学术会议, 南京.
4. 杨家树, 陈建兵. (2023) 基于概率密度演化理论的结构拓扑优化设计方法. 第十六届结构工程国际研讨会, 天津.
5. 杨家树, 陈建兵. (2023) 基于概率密度演化理论的框架结构拓扑优化. 第十三届全国随机振动理论与应用学术会议暨第十一届全国随机动力学学术会议, 大连.
6. Yang JS, Chen JB, Jensen HA. (2020) An efficient method for sensitivity estimation of failure probability based on the probability density evolution method. The 24th Annual Conference of HKSTAM 2020 & The 16th Shanghai - Hong Kong Forum on Mechanics and Its Application. Hong Kong. (获最佳学生报告奖)
7. 杨家树, 陈建兵. (2020) 基于概率密度演化-概率测度变换的结构优化设计方法. 第十二届全国随机振动理论与应用学术会议暨第九届全国随机动力学学术会议, 重庆.

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