Sotabase

Career

· Ph.D. student in Computer Science, Stanford University2023–
· Research Assistant, UT Austin, RPL Lab2022–
· Research Assistant, Tsinghua University2021–2022
· Bachelor of Engineering in Computer Science and Technology (Yao Class), Tsinghua University2019–

Publications (37)

Machine learning toward advanced energy storage devices and systems
iScience · 2020
139
cited
Learning and Retrieval from Prior Data for Skill-based Imitation Learning
Conference on Robot Learning · 2022
77
cited
On crashing behaviors of bio-inspired hybrid multi-cell Al/CFRP hierarchical tube under quasi-static loading: An experimental study
2020
61
cited
On the thermal forming limit diagram (TFLD) with GTN mesoscopic damage model for AA7075 aluminum alloy: Numerical and experimental investigation
Journal of Alloys and Compounds · 2019
57
cited
Towards joinability of thermal self-piercing riveting for AA7075-T6 aluminum alloy sheets under quasi-static loading conditions
2021
48
cited
Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone
arXiv.org · 2024
43
cited
Investigation of interfacial heat transfer mechanism for 7075-T6 aluminum alloy in HFQ hot forming process
2017
40
cited
Mechanism and effect of thermal degradation on electrolyte ionic diffusivity in Li-ion batteries: A molecular dynamics study
Electrochimica Acta · 2019
39
cited
Investigation on mechanical behavior and plastic damage of AA7075 aluminum alloy by thermal small punch test: Experimental trials, numerical analysis
Journal of Manufacturing Processes · 2020
38
cited
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport
Conference on Empirical Methods in Natural Language Processing · 2021
37
cited
Reduced-order electrochemical models with shape functions for fast, accurate prediction of lithium-ion batteries under high C-rates
Applied Energy · 2023
29
cited
Physical Model and Machine Learning Enabled Electrolyte Channel Design for Fast Charging
2020
25
cited
Characterization of Overlap in Observational Studies
International Conference on Artificial Intelligence and Statistics · 2019
24
cited
Crashworthiness analysis and optimization of multi-functional gradient foam-aluminum filled hierarchical thin-walled structures
Thin-walled structures · 2023
21
cited
Experimental investigation of temperature-dependent interfacial heat transfer mechanism with spray quenching for 22MnB5 steel
2017
20
cited
A comparative study of temperature-dependent interfacial heat transfer coefficient prediction methods for 22MnB5 steel in spray quenching process
International journal of thermal sciences · 2019
18
cited
Investigation of convection heat transfer coefficient of circular cross-section short pipes in hot stamping dies
Applied Thermal Engineering · 2018
18
cited
Modeling electrode-level crack and quantifying its effect on battery performance and impedance
2020
18
cited
Piezoelectric Mechanism and a Compliant Film to Effectively Suppress Dendrite Growth.
ACS Applied Materials and Interfaces · 2020
15
cited
PRIME: Scaffolding Manipulation Tasks With Behavior Primitives for Data-Efficient Imitation Learning
IEEE Robotics and Automation Letters · 2024
13
cited
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Tian Gao | Researcher Profile | Sotabase | Sotabase