Tianzhixi Yin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Control Strategies

Eligibility Traces

Reinforcement Learning

Top Venues

Publications

Davis Brown, Cody Nizinski, Madelyn Shapiro, Corey Fallon, Tianzhixi Yin, Henry Kvinge, Jonathan H. Tu
Model editing for distribution shifts in uranium oxide morphological analysis. CoRR (2024)
Jim Follum, Shuchismita Biswas, Pavel V. Etingov, Tianzhixi Yin
A Novel Method for Setting Meaningful Thresholds for RMS-Energy Oscillation Detectors. HICSS (2024)
Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning. Mach. Learn. 113 (5) (2024)
Tianzhixi Yin, Gihan Panapitiya, Elizabeth D. Coda, Emily Saldanha
Evaluating uncertainty-based active learning for accelerating the generalization of molecular property prediction. J. Cheminformatics 15 (1) (2023)
Qiuhua Huang, Renke Huang, Tianzhixi Yin, Sohom Datta, Xueqing Sun, Z. Jason Hou, Jie Tan, Wenhao Yu, Yuan Liu, Xinya Li, Bruce Palmer, Ang Li, Xinda Ke, Marianna Vaiman, Song Wang, Yousu Chen
Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control. CoRR (2023)
Shuchismita Biswas, Jim Follum, Pavel V. Etingov, Xiaoyuan Fan, Tianzhixi Yin
An Open-Source Library of Phasor Measurement Unit Data Capturing Real Bulk Power Systems Behavior. IEEE Access 11 (2023)
Jim Follum, Sinan Aksoy, Sraddhanjoli Bhadra, John Buckheit, Nick Betzsold, Tianzhixi Yin, Tamara Becejac
The Circular Variance as a Visual Summary of Synchronized Voltage Angle Measurements. HICSS (2023)
Sayak Mukherjee, Ramij Raja Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations. CoRR (2023)
Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning. CoRR (2022)
Sayak Mukherjee, Ramij Raja Hossain, Yuan Liu, Wei Du, Veronica Adetola, Sheik M. Mohiuddin, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning. CoRR (2022)
Yan Du, Qiuhua Huang, Renke Huang, Tianzhixi Yin, Jie Tan, Wenhao Yu, Xinya Li
Physics-informed Evolutionary Strategy based Control for Mitigating Delayed Voltage Recovery. CoRR (2021)
Xiaoqin Zang, Tianzhixi Yin, Zhangshuan Hou, Robert P. Mueller, Zhiqun Daniel Deng, Paul T. Jacobson
Deep Learning for Automated Detection and Identification of Migrating American Eel Anguilla rostrata from Imaging Sonar Data. Remote. Sens. 13 (14) (2021)
Sayak Mukherjee, Renke Huang, Qiuhua Huang, Thanh Long Vu, Tianzhixi Yin
Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning. CoRR (2021)
Renke Huang, Yujiao Chen, Tianzhixi Yin, Qiuhua Huang, Jie Tan, Wenhao Yu, Xinya Li, Ang Li, Yan Du
Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning. CoRR (2021)
Renke Huang, Yujiao Chen, Tianzhixi Yin, Xinya Li, Ang Li, Jie Tan, Qiuhua Huang
Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control. CoRR (2020)
Tianzhixi Yin, Xiaoqin Zang, Zhangshuan Hou, Paul T. Jacobson, Robert T. Mueller, Zhiqun Daniel Deng
Bridging the Gap between Laboratory and Field Experiments in American Eel Detection Using Transfer Learning and Convolutional Neural Network. HICSS (2020)
Yousu Chen, Tianzhixi Yin, Renke Huang, Xiaoyuan Fan, Qiuhua Huang
Big Data Analytic for Cascading Failure Analysis. IEEE BigData (2019)
Yixuan Sun, Xiaoyuan Fan, Qiuhua Huang, Xinya Li, Renke Huang, Tianzhixi Yin, Guang Lin
Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems. ICMLA (2018)