主持浙江省自然科学基金探索青年项目《不确定环境下基于双偏好驱动的再制造生产高维目标调度方法研究》，2024.01-2026.12，在研。

主持福建省茶产业大数据应用与智能化重点实验室开放基金《面向茶园大规模视觉数据的超图敏感深度学习模型研究》，2025.06-2027.06，在研。

主持横向课题《面向多元异构数据的心血管疾病早期诊断系统和技术研究》子课题，到账经费56万，2025.05-2029.09, 在研。

主持浙江高校科研基本业务费《心血管危急重症智能预警关键技术研究及临床应用转化》，2025.05-2026.05，在研。

[J1] Xiaotian Pan, Guodao Zhang, Aiju Lin, Xiaochun Guan, Pingkuo Chen, Yisu Ge, Xin Chen. An evaluation model for children’s foot & ankledeformity severity using sparse multi-objective feature selection algorithm[J]. Computers in Biology and Medicine, 2022, 151:106229，中科院 1 区，IF：7.7.

[J2] Xiaotian Pan, Liping Wang, Qicang Qiu, Feiyue Qiu, Guodao Zhang. Many-objective optimization for large-scale EVs charging and discharging schedules considering travel convenience[J]. Applied Intelligence, 2022, 53(3):2599-2620. 中科院 2 区，JCR2 区, IF=5.019.

[J3] Xiaotian Pan, Guodao Zhang, Aiju Lin, Xiaochun Guan, Pingkuo Chen, Yisu Ge, Xin Chen. Computer-aided grading diagnosis for children’s foot & ankle deformity severity using sparse multi-objective feature selection[J]. Computers in Biology and Medicine, 2022,151:106229.中科院 2 区，JCR1 区, IF=7.7.

[J4] Xiaotian Pan,Liping Wang, Menghui Zhang, Qicang Qiu.A dynamic resource allocation strategy for collaborative constrained multi-objective optimization algorithm[J]. Applied Intelligence, 2023，53(9): 10176-10201. CCF C ，中科院 2 区，JCR2 区, IF=5.019.

[J5] Yanghan Miao，Shengbo Yang，Luning Lin，Youyou Zhu，Haqi Zhang，Huiting Xu，

Xiaotian Pan*， Improved air kerma determination in the radiation field of the X-ray tube used in medical imaging systems, considering the type and thickness of the filter[J]. Applied Radiation and Isotopes，2024，214:111481. 中科院 3 区, IF:1.6.

(通讯作者)

[J6] Yong Chen, Xidong Wu, Huajun Ba, Xinjun Miao, Daoud M S, Xiaotian Pan *, et al; Digital Approach In Case of FPGA Realization of Quartic Neuron Model (QNM) Using Cost-Effective Mathematical Modifications, IEEE Transactions on circuits and systems I-regular papers, 2024, 71(12): 6327-6335. 中科院 2 区，JCR2 区, IF=5.019.

(通讯作者)

[J7] Guodao Zhang, Yisu Ge, Xiaotian Pan*, et al. Optimization of energy consumption of a green building using PSO-SVM algorithm[J]. Sustainable Energy Technologies and Assessments, 2022, 53: 102667. 中科院 2 区 Top，JCR1 区，IF: 7.632.

(通讯作者)

[J8] Zhiyong Zhang, Mingtao Ye, Yisu Ge, Mohamed Gamal Elsehrawy, Xiaotian Pan*, et al. Eco-friendly nanotechnology in rheumatoid arthritis: ANFIS-XGBoost enhanced layered nanomaterials[J]. Environmental Research，2024，262:119832. 中科院 2 区，IF：7.7. (通讯作者)

[J9] Zebin Wang, Yu Li, Guodao Zhang, Xiaotian Pan*, Ji Li. Multi-objective optimization of solar resource allocation in radial distribution systems using a refined slime mold algorithm[J]. Heliyon，2024，10(11):e32205，中科院 3区，IF：3.4

(通讯作者)

[J10] Peipei Zhao, Liping Wang, Zhaolin Fang, Xiaotian Pan, Qicang Qiu. Preference-based multi-objective evolutionary algorithm with linear combination scalarizing function and reference point adjustment[J]. Applied soft computing, 2024, 153:111296.中科院 1 区, JCR1 区, IF=8.263.

[J11] Guodao Zhang, Yisu Ge, Xiaotian Pan, et al. Hybrid robust-stochastic multi-objective optimization of combined cooling, heating, hydrogen and power-based microgrids[J]. Energy, 2023, 274:127266. 中科院1区top，JCR1 区，IF: 8.857.

[J12] Guodao Zhang, Jian Liu, Xiaotian Pan, et al. Latest avenues and approaches for biohydrogen generation from algal towards sustainable energy optimization: Recent innovations, artificial intelligence, challenges, and future perspectives[J]. International Journal of Hydrogen Energy, 2023,48(55): 20988-21003. 中科院 2 区，JCR1 区，IF: 7.2.

[J13] Lin Zhang, Liping Wang, Xiaotian Pan, Qicang Qiu. A reference vector adaptive strategy for balancing diversity and convergence in many-objective evolutionary algorithms[J]. Applied Intelligence, 2023, 100:106968. 中科院 2 区, JCR2 区, IF=5.019.

[J14] Guodao Zhang, Yisu Ge, Xiaotian Pan, et al. Optimization of energy consumption of a green building using PSO-SVM algorithm[J]. Sustainable Energy Technologies and Assessments, 2022, 53: 102667. 中科院 2 区，JCR1 区，IF: 7.632.

[J15] Zhiyong Zhang, Mingtao Ye, Yisu Ge, Mohamed Gamal Elsehrawy, Xiaotian Pan,

et al. Eco-friendly nanotechnology in rheumatoid arthritis: ANFIS-XGBoost enhanced layered nanomaterials[J]. Environmental Research，2024，262:119832. 中科院 2 区，IF：7.7.

[J16] Guodao Zhang, Haijun Zhou, Yisu Ge, Sharafzher M. Magabled, Mohamed Abbas, Xiaotian Pan . Enhancing on-grid renewable energy systems: Optimal configuration and diverse design strategies[J]. Renewable Energy，2024，135:121103. 中科院 1 区，IF：9.0.