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Changyu Deng
Changyu Deng
Xi'an Jiaotong University; University of California, Los Angeles; University of Michigan
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Integrating machine learning with human knowledge
C Deng, X Ji, C Rainey, J Zhang, W Lu
Iscience 23 (11), 2020
140*2020
Self-directed online machine learning for topology optimization
C Deng, Y Wang, C Qin, Y Fu, W Lu
Nature communications 13 (1), 388, 2022
782022
Consistent diffusivity measurement between Galvanostatic Intermittent Titration Technique and Electrochemical Impedance Spectroscopy
C Deng, W Lu
Journal of Power Sources 473, 228613, 2020
412020
Ultralight and Flexible Monolithic Polymer Aerogel with Extraordinary Thermal Insulation by A Facile Ambient Process
M Li, Z Qin, Y Cui, C Yang, C Deng, Y Wang, JS Kang, H Xia, Y Hu
Advanced Materials Interfaces 6 (3), 1900314, 2019
342019
Thermal Conductivity of 1, 2-Ethanediol and 1, 2-Propanediol Binary Aqueous Solutions at Temperature from 253 K to 373 K
C Deng, K Zhang
International Journal of Thermophysics 42 (6), 1-12, 2021
122021
Physics-encoded deep learning in identifying battery parameters without direct knowledge of ground truth
B Wu, B Zhang, C Deng, W Lu
Applied Energy 321, 119390, 2022
102022
A Facile Process to Fabricate Phosphorus/Carbon Xerogel Composite as Anode for Sodium Ion Batteries
C Deng, W Lu
Journal of The Electrochemical Society, 2021
52021
Geometry optimization of porous electrode for lithium-ion batteries
C Deng, W Lu
Ecs Transactions 97 (7), 249, 2020
42020
Numerical study on equilibrium stability of objects in fluid flow — A case study on constructal law
C Deng, X Qi, Y Liu
Case Studies in Thermal Engineering 15, 100539, 2019
32019
A generic battery-cycling optimization framework with learned sampling and early stopping strategies
C Deng, A Kim, W Lu
Patterns 3 (7), 2022
22022
Frequency dependence of effective conductivity induced by spatial variance in isotropic heterogeneous media
C Deng, B Epureanu, BI Popa, W Lu
Applied Physics Letters 122 (5), 2023
12023
Performance optimization of a free piston Stirling engine using the self-directed online machine learning optimization approach
P Chen, C Deng, X Luo, W Ye, L Hu, X Wang, Y Liu
Applied Thermal Engineering 236, 121482, 2024
2024
Transport Models and Optimization Algorithms for Rechargeable Batteries
C Deng
2023
Structural optimization on the heating shell of a quartz crystal microbalance space atmospheric density sensor based on the self-directed online machine learning optimization …
P Chen, C Deng, Z Liu, X Guo, P Yang, Y Wang, Y Liu
International Communications in Heat and Mass Transfer 140, 106507, 2023
2023
A Battery Cycling Optimization Framework Coupling Prediction Models and Bayesian Optimization
C Deng, W Lu
Electrochemical Society Meeting Abstracts 242, 114-114, 2022
2022
A Continuous Model on the Electrochemical Impedance Spectroscopy of Solid-State Electrolyte
C Deng, W Lu
Electrochemical Society Meeting Abstracts 240, 174-174, 2021
2021
A Minimal Physics-Based Model on the Electrochemical Impedance Spectroscopy of Solid-State Electrolyte
C Deng, W Lu
arXiv preprint arXiv:2110.00551, 2021
2021
A Framework to Optimize Electrode Morphology
C Deng, W Lu
Electrochemical Society Meeting Abstracts 239, 185-185, 2021
2021
Achieving Consistent Diffusivity Measurement between GITT and EIS
C Deng, W Lu
Electrochemical Society Meeting Abstracts 239, 64-64, 2021
2021
Doping Phosphorus in Carbon Xerogel via Vaporization for Sodium Ion Batteries
C Deng, W Lu
PRiME 2020 (ECS, ECSJ, & KECS Joint Meeting), 2020
2020
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