I'm now on 2027 Fall Job Market and looking for job related to AI4Science!
A passionate developer and researcher focused on AI4Science, especially AI4Polymer and computational materials science.
I'm currently a final-year PhD candidate in Materials Science and Engineering at The Chinese University of Hong Kong, Shenzhen, working on machine learning for polymeric materials.
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PhD Candidate in Materials Science and Engineering
The Chinese University of Hong Kong, Shenzhen (2023 โ Present)
GPA: 3.87/4.0
Supervisors: Prof. Shiping Zhu, Prof. Qi Zhang, Prof. Tianshu Yu
Research: AI for polymer -
CSC Joint PhD
Ghent University (2025 โ 2026)
Supervisor: Prof. Dagmar R. D'hooge
Research: AI for polymer -
MSc in Physical Chemistry
Fudan University (2019 โ 2022)
Supervisor: Prof. Xin Xu
Research: Theoretical and computational chemistry, DFT, xDH@B3LYP methods -
BSc in Chemistry
Huazhong University of Science and Technology (2015 โ 2019)
GPA: 3.82/4.0 (Top 10%)
- Machine Learning for Polymeric Materials
- Polymer Property Prediction & Optimization
- Generative Models for Material Design
- Interpretable AI in Materials Science
- Quantum Chemistry & DFT
Programming & Tools
Quantum Chemistry Software
FHI-aims, Q-Chem, PySCF, Gaussian 09/16, PSI4
Languages
Chinese (Native), English (IELTS 6.5)
| Project | Description | Tech Stack |
|---|---|---|
| Lap-Shear Strength Prediction | ML-based prediction of adhesive strength using active learning | Python, Bayesian Optimization, Regression Models |
| COโ Sorption in PILs | Interpretable ML prediction using physicochemical descriptors | SVR, SHAP, Python |
| Polymer Solubility in ILs | ML approach to predict polymer solubility in ionic liquids | Data Mining, Machine Learning |
| Generative Monomer Design | Multi-conditional monomer design using CVAE | PyTorch, Multi-task Learning |
| AI Chatbot for Plastic Recycling | LLM-based assistant for plastic waste recycling | LLM, Database Construction |
Tan, S., Wang, Y., Zhang, I. Y., & Xu, X. (2022).
Assessment of Advanced xDH@B3LYP Methods in Describing Various Potential Energy Curves Driven by ฯ-ฯ, CH/ฯ, and SH/ฯ Non-Bonded Interactions.
Chinese Journal of Chemical Physics, 35(5), 720โ726.
(First Author)
- Physical Chemistry (Leading TA) โ CUHK(SZ), 2024
- Ordinary Differential Equations โ CUHK(SZ), 2024
- Mechanics โ CUHK(SZ), 2025
- Quantum Chemistry โ Fudan University, 2021
- FieldQuantum โ AI4S, Data and Evaluation (202604-Now๏ผ
- ByteDance โ Data-AML-Scientific Computing (2022โ2023)
- ByteDance โ Data-AML-Engine Intern (2022)
- ByteDance โ TikTok-Quality Assurance Intern (2021)
- Research Assistant โ CUHK(SZ), Prof. Guijuan Chengโs Group (2023)
- ๐ง Email: tanshiqian@outlook.com
- ๐ผ LinkedIn: linkedin.com/in/shiqiantan
- ๐ Website: AI4PolymerCommunity
- ๐ GitHub: github.com/ShiqianTan
ๅพฎไฟกๅ ฌไผๅท: ้ฒธ่ฝ็
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