田果，师从清华大学魏飞教授取得博士学位，随后加入西南交通大学前沿科学院，Elsevier全球前2%科学家。

研究兴趣：AI for science, materials, catalysis ...

邮箱：tg@swjtu.edu.cn/tg.2020@tsinghua.org.cn

Publications:

1. Tian, G.; Li, Z.; Liao, D.; Zhang, C.; Peng, H.-j.; Liu, X.; Shen, K.; Meng, H.; Wang, N.; Xiong, H.; Qian, S.; Liang, X.; Ying, T.; Fan, X.; Yan, B.; Chen, X., Wei, F., Efficient syngas conversion via catalytic shunt. Nat. Sustain., 2025, 8, 508-519. (ESI高被引和热点论文，N系列大子刊)

2. Tian, G.*; Wang, Z.; Zhang, C., Wei, F., Nano Bifunctional Catalysts as Miniaturized Chemical Processes for COx-to-Aromatics Conversion. Acc. Chem. Res., 2026, 59, 646-658.

3. Tian, G.*; Chen, H.; Jiang, R.; Zhang, C.; Lu, X.; Wang, X., Wei, F., A Dual-Engine Artificial Intelligence Framework Accelerates Sustainable Aviation Fuel Component Synthesis. J. Am. Chem. Soc., 2026, 148, 9879-9891.

4. Tian, G.; Li, Z.; Zhang, C.; Liu, X.; Fan, X.; Shen, K.; Meng, H.; Wang, N.; Xiong, H.; Zhao, M.; Liang, X.; Luo, L.; Zhang, L.; Yan, B.; Chen, X.; Peng, H.-J., Wei, F., Upgrading CO₂ to sustainable aromatics via perovskite-mediated tandem catalysis. Nat. Commun., 2024, 15, 3037. (ESI高被引和热点论文)

5.  Tian, G.; Liu, X.; Zhang, C.; Fan, X.; Xiong, H.; Chen, X.; Li, Z.; Yan, B.; Zhang, L.; Wang, N.; Peng, H.-J., Wei, F., Accelerating syngas-to-aromatic conversion via spontaneously monodispersed Fe in ZnCr2O4 spinel. Nat. Commun., 2022, 13, 5567.

6. Li, Z.; Liao, D.; Tian, G.*; Fan, X.; Chai, X.; Chang, W.; Gao, Y.; Yuan, B.; Li, Z.; Wei, F., Zhang, C., Determination of Mn Valence States in Nanocatalysts During Sustainable Syngas Conversion. J. Am. Chem. Soc., 2025, 147, 32548-32559.（ESI高被引和热点论文）

7. Liao, D.; Tian, G.*; Xiaoyu, F.; Li, Z.; Sun, Y.; Chang, W.; Li, Z.; Li, L.; Zeng, C.; Wei, F., Zhang, C., Toward an Active Site–Performance Relationship for Oxide-Supported Single and Few Atoms. ACS Catal., 2025, 15, 8219-8229.（ESI高被引和热点论文）

8. He, J.; Tian, G.*; Liao, D.; Li, Z.; Cui, Y.; Wei, F.; Zeng, C., Zhang, C., Mechanistic insights into methanol conversion and methanol-mediated tandem catalysis toward hydrocarbons. Journal of Energy Chemistry, 2026, 112, 778-803.（ESI高被引和热点论文）

9. Tian, G.; Zhang, C., Wei, F., CO_x conversion to aromatics: a mini-review of nanoscale performance. Nanoscale Horizons, 2022, 7, 1478-1487.

10. Tian G, Liang X, Xiong H, Zhang, C, Wei, F. A perspective of CO x conversion to aromatics[J]. EES Catalysis, 2023, 1(5): 677-686.

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Funding:

1.四川省自然科学基金（面上）,主持

2.中国博士后面上基金，主持

3.西南交通大学新型交叉学科培育基金，主持

4.西南交通大学U40，主持

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