Topology optimization approach using a training-dataset-free neural network reparameterization framework.

Tianshu Liu

Tianshu Liu Feiyang Yu Qinglei Li Xiao-Jin Wan Zixun Han Siyuan Liu Topology optimization approach using a training-dataset-free neural network reparameterization framework. 104111 2026 70 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2025.104111 db/journals/aei/aei70.html#LiuYLWHL26 streams/journals/aei

Shuting Zhang Tianshu Liu Xiao-Jin Wan Pinchao Cheng Qiaohong Yang Visual impedance control using reinforcement learning for moving part robot assembly. 2026 114610 175 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114610 db/journals/eaai/eaai175.html#ZhangLWCY26 streams/journals/eaai

Qinglei Li Tianshu Liu Feiyang Yu Xiao-Jin Wan Dynamic performance optimization of a robotized grinding tool based on a novel two-stage strategy. 2026 103266 100 Robotics Comput. Integr. Manuf. https://doi.org/10.1016/j.rcim.2026.103266 db/journals/rcim/rcim100.html#LiLYW26 streams/journals/rcim

Yi Wang Jing Lei Zhiping Jin Ying Jiang Ningping Zhang Minzhi Lv Tianshu Liu Development and validation of a machine learning-based clinical prediction model for monitoring liver injury in patients with pan-cancer receiving immunotherapy. 106036 2025 203 Int. J. Medical Informatics https://doi.org/10.1016/j.ijmedinf.2025.106036 db/journals/ijmi/ijmi203.html#WangLJJZLL25 streams/journals/ijmi

Tianshu Liu Tao Zhang Yukan Du Wanyuan Qu A 30-70MHz Delay-Line-Based Multiphase 50A 5.14 A/mm² Fully Integrated Voltage Regulator. 520-529 2025 6 IEEE Open J. Circuits Syst. https://doi.org/10.1109/OJCAS.2025.3639222 db/journals/ojcands/ojcands6.html#LiuZDQ25 streams/journals/ojcands

Jun Chen 0013 He Wang Zhifeng Hao Zemin Cai Ling Mei 0001 Tianshu Liu Flow Visualization for Complex Fluid Flows via a Structure-Enhanced Motion Estimator. 8559-8573 2025 September 35 IEEE Trans. Circuits Syst. Video Technol. 9 https://doi.org/10.1109/TCSVT.2025.3554535 db/journals/tcsv/tcsv35.html#ChenWHCML25 streams/journals/tcsv

Tianshu Liu Wanyuan Qu A High Frequency Two-Stage Multilevel Converter with a Wide Output Range. 194-195 2024 ICTA https://doi.org/10.1109/ICTA64028.2024.10860592 conf/icta3/2024 db/conf/icta3/icta2024.html#LiuQ24

Hongya Tang Xin Yan Tianshu Liu Jie Zheng Spatio-Temporal Evolution of Urban Expansion along Suburban Railway Lines in Megacities Based on Multi-Source Data: A Case Study of Beijing, China. 4684 2023 October 15 Remote. Sens. 19 https://doi.org/10.3390/rs15194684 db/journals/remotesensing/remotesensing15.html#TangYLZ23

Xiaoxin Liao Zemin Cai Jun Chen 0013 Tianshu Liu Jian-Huang Lai Physics-based optical flow estimation under varying illumination conditions. 117007 2023 September 117 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2023.117007 db/journals/spic/spic117.html#LiaoCCLL23

Jun Chen 0013 Hui Duan Yuanxin Song Zemin Cai Guangguang Yang Tianshu Liu Motion Estimation for Complex Fluid Flows Using Helmholtz Decomposition. 2129-2146 2023 May 33 IEEE Trans. Circuits Syst. Video Technol. 5 https://doi.org/10.1109/TCSVT.2022.3219438 db/journals/tcsv/tcsv33.html#ChenDSCYL23

Matthew R. Devlin Tianshu Liu Mengjia Zhu Nathan S. Usevitch Nicholas Colonnese Amirhossein H. Memar Soft, Modular, Shape-Changing Displays with Hyperelastic Bubble Arrays. 5101-5106 2023 IROS https://doi.org/10.1109/IROS55552.2023.10341591 db/conf/iros/iros2023.html#DevlinLZUCM23

David M. Salazar Tianshu Liu Sudesh Woodiga Skin friction topology on ground vehicle models. 791-805 2022 25 J. Vis. 4 https://doi.org/10.1007/s12650-021-00820-9 db/journals/jvis/jvis25.html#SalazarLW22

Xiaolin Zhu 0001 Xiaoyue Tan Minglei Liao Tianshu Liu Meng Su Shuheng Zhao Yi Nam Xu Xintao Liu Assessment of a New Fine-Resolution Nighttime Light Imagery From the Yangwang-1 ("Look up 1") Satellite. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2021.3139774 db/journals/lgrs/lgrs19.html#ZhuTLLSZXL22

Jose A. Barreiros Tianshu Liu Maurizio M. Chiaramonte Kristy Jost Yigit Mengüç Nicholas Colonnese Priyanshu Agarwal HYFAR: A Textile Soft Actuator for Haptic Clothing Interfaces. 26:1-26:2 2022 SIGGRAPH Posters https://doi.org/10.1145/3532719.3543239 conf/siggraph/2022posters db/conf/siggraph/siggraph2022posters.html#BarreirosLCJMCA22 Chenyi Wang Tianshu Liu Tiejun Zhao HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection. 870-874 2021 SemEval@ACL/IJCNLP https://doi.org/10.18653/v1/2021.semeval-1.117 https://aclanthology.org/2021.semeval-1.117 conf/semeval/2021 db/conf/semeval/semeval2021.html#WangLZ21

Audrey Sedal Amirhossein H. Memar Tianshu Liu Yigit Mengüç Nick Corson Design of Deployable Soft Robots Through Plastic Deformation of Kirigami Structures. 2272-2279 2020 5 IEEE Robotics Autom. Lett. 2 https://doi.org/10.1109/LRA.2020.2970943 db/journals/ral/ral5.html#SedalMLMC20

Sudesh Woodiga David M. Salazar P. Wewengkang J. Montefort Tianshu Liu Skin-friction topology on tail plate for tractor - trailer truck drag reduction. 1017-1029 2018 21 J. Vis. 6 https://doi.org/10.1007/s12650-018-0506-2 https://www.wikidata.org/entity/Q129467233 db/journals/jvis/jvis21.html#WoodigaSWML18

Bo Wang 0045 Zemin Cai Lixin Shen Tianshu Liu An analysis of physics-based optical flow. 62-80 2015 276 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2014.08.020 db/journals/jcam/jcam276.html#WangCSL15

Priyanshu Agarwal Jose A. Barreiros Zemin Cai Jun Chen 0013 Pinchao Cheng Maurizio M. Chiaramonte Nick ColonneseNicholas Colonnese Nick Corson Matthew R. Devlin Yukan Du Hui Duan Zixun Han Zhifeng Hao Ying Jiang Zhiping Jin Kristy Jost Jian-Huang Lai Jing Lei Qinglei Li Minglei Liao Xiaoxin Liao Siyuan Liu Xintao Liu Minzhi Lv Ling Mei 0001 Amirhossein H. Memar Yigit Mengüç J. Montefort Wanyuan Qu David M. Salazar Audrey Sedal Lixin Shen Yuanxin Song Meng Su Xiaoyue Tan Hongya Tang Nathan S. Usevitch Xiao-Jin Wan Bo Wang 0045 Chenyi Wang He Wang Yi Wang P. Wewengkang Sudesh Woodiga Yi Nam Xu Xin Yan Guangguang Yang Qiaohong Yang Feiyang Yu Ningping Zhang Shuting Zhang Tao Zhang Shuheng Zhao Tiejun Zhao Jie Zheng Mengjia Zhu Xiaolin Zhu 0001