Enhancing Reproducibility in Zeolite Synthesis via Active Learning

References

[1] Hu Z P, Han J F, Wei Y X, Liu Z M. ACS Catal., 2022, 12: 5060

[2] Jiang J X, Yu J H, Corma A. Angew. Chem. Int. Ed., 2010, 49: 3120

[3] Kerstens D, Smeyers B, Waeyenberg J V, Zhang Q, Yu J H, Sels B F. Adv. Mater., 2020, 32: e2004690

[4] Li C G, Moliner M, Corma A. Angew. Chem. Int. Ed., 2018, 57: 15330

[5] Wu Q M, Luan H M, Xiao F S. Natl. Sci. Rev., 2022, 9: nwac023

[6] Xu H, Wu P. Natl. Sci. Rev., 2022, 9: nwac045

[7] Schulman E, Wu W, Liu D X. Materials (Basel), 2020, 13: 1822

[8] Qu H Q, Ma Y R, Li B, Wang L. Emergent Mater., 2020, 3: 225

[9] Zeng B J, Wu S M, Antonietti M, Janiak C, Terasaki O, Yang X Y. Chem. Eng. J., 2025, 505: 159282

[10] Jeon M Y, Kim D, Kumar P, Lee P S, Rangnekar N, Bai P, Shete M, Elyassi B, Lee H S, Narasimharao K, Basahel S N, Al-Thabaiti S, Xu W Q, Cho H J, Fetisov E O, Thyagarajan R, Dejaco R F, Fan W, Mkhoyan K A, Siepmann J I, Tsapatsis M. Nature, 2017, 543: 690

[11] Lee S, Park Y, Choi M. ACS Catal., 2024, 14: 2031

[12] Moliner M, Martinez C, Corma A. Angew. Chem. Int. Ed., 2015, 54: 3560

[13] Perez-Botella E, Valencia S, Rey F. Chem. Rev., 2022, 122: 17647

[14] Wang X Y, Ma Y, Wu Q M, Wen Y, Xiao F S. Chem. Soc. Rev., 2022, 51: 2431

[15] Zhang Q, Gao S Q, Yu J H. Chem. Rev., 2023, 123: 6039

[16] Davis M E. Nature, 2002, 417: 813

[17] Bai R B, Song X W, Yan W F, Yu J H. Natl. Sci. Rev., 2022, 9: nwac064

[18] Fu D, Davis M E. Chem. Soc. Rev., 2022, 51: 9340

[19] Bilgiç C, Hoşgün S, Çiftci A. Int. J. Hydrogen Energy, 2025, 109: 742

[20] Ma H K, Lin H Y, Liu X Q, Lü H Y, Zhu Z G. Mater. Chem. Front., 2021, 5: 6101

[21] Mu Y Y, Zhang Y, Fan J Y, Guo C L. Ultrason. Sonochem., 2017, 38: 430

[22] Nakagawa Y, Lee G S, Harris T V, Yuen L T, Zones S I. Microporous Mesoporous Mater., 1998, 22: 69

[23] Zones S I, Burton A W, Lee G S, Olmstead M M. J. Am. Chem. Soc., 2007, 129: 9066

[24] Davis M E, Lobo R F. Chem. Mater., 1992, 4: 756

[25] Luan H M, Wu Q M, Wu J P, Meng X J, Xiao F S. Chin. J. Struct. Chem., 2024, 43: 100252

[26] Li J, Gao Z R, Lin Q F, Liu C X, Gao F X, Lin C, Zhang S Y, Deng H, Mayoral A, Fan W, Luo S, Chen X B, He H, Camblor M A, Chen F J, Yu J H. Science, 2023, 379: 283

[27] Gao Z R, Yu H J, Chen F J, Mayoral A, Niu Z J, Niu Z W, Li X T, Deng H, Marquez-Alvarez C, He H, Xu S T, Zhou Y, Xu J, Xu H, Fan W, Balestra S R G, Ma C, Hao J Z, Li J, Wu P, Yu J H, Camblor M A. Nature, 2024, 628: 99

[28] Von Lilienfeld O A, Burke K. Nat. Commun., 2020, 11: 4895

[29] Nozarijouybari Z, Fathy H K. J. Power Sources, 2024, 601: 234272

[30] Fong A Y, Pellouchoud L, Davidson M, Walroth R C, Church C, Tcareva E, Wu L H, Peterson K, Meredig B, Tassone C J. J. Chem. Phys., 2021, 154: 224201

[31] Merz K M, Wei G W, Zhu F. J. Chem. Inf. Model., 2024, 64: 2125

[32] Tian X L, Song S W, Chen F, Qi X J, Wang Y, Zhang Q H. Energ. Mater. Front., 2022, 3: 177

[33] Kang J, Ullah Z, Gwak J. Sensors-Basel, 2021, 21: 2222

[34] Huang G N, Guo Y N, Chen Y, Nie Z W. Materials (Basel), 2023, 16: 5977

[35] Kadulkar S, Sherman Z M, Ganesan V, Truskett T M. Annu. Rev. Chem. Biomol., 2022, 13: 235

[36] Liu C X, Yu G L, Liu Z L. Curr. Opin. Solid St. M., 2024, 28: 1011333

[37] Zhao C H, Chung C C, Jiang S, Noack M M, Chen J H, Manandhar K, Lynch J, Zhong H, Zhu W, Maffettone P, Olds D, Fukuto M, Takeuchi I, Ghose S, Caswell T, Yager K G, Chen-Wiegart Y-C K. Commun. Mater., 2022, 3: 86

[38] Chen A, Zhang X, Zhou Z. Infomat, 2020, 2: 553

[39] Han Z, Gao R, Wang T, Tao S, Jia Y, Lao Z, Zhang M, Zhou J, Li C, Piao Z, Zhang X, Zhou G. Nat. Catal., 2023, 6: 1073

[40] Ma B, Zhang L, Wang W, Yu H, Yang X, Chen S, Wang H, Liu X. Green Energy Environ., 2024, 9: 877

[41] Zhai S, Xie H P, Cui P, Guan D Q, Wang J, Zhao S Y, Chen B, Song Y F, Shao Z P, Ni M. Nat. Energy, 2022, 7: 866

[42] Forootan M M, Larki I, Zahedi R, Ahmadi A. Sustainability, 2022, 14: 4832

[43] Magazzino C, Mele M, Schneider N. Renew. Energy, 2021, 167: 99

[44] Mosavi A, Salimi M, Ardabili S F, Rabczuk T, Shamshirband S, Varkonyi-Koczy A R. Energies, 2019, 12: 1301

[45] Afshari S S, Enayatollahi F, Xu X, Liang X. Reliab. Eng. Syst. Saf., 2022, 219: 108223

[46] Ghaedi A M, Vafaei A. Adv. Colloid Interface Sci., 2017, 245: 20

[47] Kremer J, Pedersen K S, Igel C. Wires. Data Min. Knowl., 2014, 4: 313

[48] Rahangdale A, Raut S. Int. J. Softw. Eng. Know., 2019, 29: 729

[49] Nguyen L T K, Chung H-H, Tuliao K V, Lin T M Y. Sage Open, 2020, 10: 1

[50] Niazkar M, Menapace A, Brentan B, Piraei R, Jimenez D, Dhawan P, Righetti M. Environ. Modell. Softw., 2024, 174: 105971

[51] Zhang J Y, Ma X L, Zhang J L, Sun D, Zhou X Z, Mi C L, Wen H J. J. Environ. Manage., 2023, 332: 117357

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