Exhaustive local chemical space exploration using a transformer model
Tibo, Alessandro, He, Jiazhen, Janet, Jon Paul, Nittinger, Eva, Engkvist, Ola
Published in Nature communications (25.08.2024)
Published in Nature communications (25.08.2024)
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Journal Article
Transformer-based molecular optimization beyond matched molecular pairs
He, Jiazhen, Nittinger, Eva, Tyrchan, Christian, Czechtizky, Werngard, Patronov, Atanas, Bjerrum, Esben Jannik, Engkvist, Ola
Published in Journal of cheminformatics (28.03.2022)
Published in Journal of cheminformatics (28.03.2022)
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Journal Article
Molecular optimization by capturing chemist’s intuition using deep neural networks
He, Jiazhen, You, Huifang, Sandström, Emil, Nittinger, Eva, Bjerrum, Esben Jannik, Tyrchan, Christian, Czechtizky, Werngard, Engkvist, Ola
Published in Journal of cheminformatics (20.03.2021)
Published in Journal of cheminformatics (20.03.2021)
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Journal Article
Synthesis of Size-Adjustable CsPbBr3 Perovskite Quantum Dots for Potential Photoelectric Catalysis Applications
Li, Hang, He, Jiazhen, Wang, Xiaoqian, Liu, Qi, Luo, Xuemin, Wang, Mingwei, Liu, Jinfeng, Liu, Chengqi, Liu, Yong
Published in Materials (01.04.2024)
Published in Materials (01.04.2024)
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Journal Article
Reinvent 4: Modern AI–driven generative molecule design
Loeffler, Hannes H., He, Jiazhen, Tibo, Alessandro, Janet, Jon Paul, Voronov, Alexey, Mervin, Lewis H., Engkvist, Ola
Published in Journal of cheminformatics (21.02.2024)
Published in Journal of cheminformatics (21.02.2024)
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Journal Article
Synthesis and Properties of Size-Adjustable CsPbBr3 Nanosheets for Potential Photocatalysis
Liu, Qi, Li, Hang, Wang, Xiaoqian, He, Jiazhen, Luo, Xuemin, Wang, Mingwei, Liu, Jinfeng, Liu, Yong
Published in Materials (27.05.2024)
Published in Materials (27.05.2024)
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Journal Article
Similarity-based pairing improves efficiency of siamese neural networks for regression tasks and uncertainty quantification
Zhang, Yumeng, Menke, Janosch, He, Jiazhen, Nittinger, Eva, Tyrchan, Christian, Koch, Oliver, Zhao, Hongtao
Published in Journal of cheminformatics (30.08.2023)
Published in Journal of cheminformatics (30.08.2023)
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Journal Article
Hot-Injection Synthesis of Cesium Lead Halide Perovskite Nanowires with Tunable Optical Properties
He, Jiazhen, Li, Hang, Liu, Chengqi, Wang, Xiaoqian, Zhang, Qi, Liu, Jinfeng, Wang, Mingwei, Liu, Yong
Published in Materials (01.05.2024)
Published in Materials (01.05.2024)
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Journal Article
On dual performance of protective clothing composites with different air gaps under hot steam exposure
He, Jiazhen, Lu, Yehu, Chen, Si, Lv, Jia
Published in Case studies in thermal engineering (01.08.2021)
Published in Case studies in thermal engineering (01.08.2021)
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Journal Article
Precise Construction and Growth of Submillimeter Two-Dimensional WSe2 and MoSe2 Monolayers
Li, Yuqing, Zhao, Yuyan, Wang, Xiaoqian, Liu, Wanli, He, Jiazhen, Luo, Xuemin, Liu, Jinfeng, Liu, Yong
Published in Materials (03.07.2023)
Published in Materials (03.07.2023)
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Journal Article
Synthesis of Asymmetrical CsPbBr3/TiO2 Nanocrystals with Enhanced Stability and Photocatalytic Properties
Liu, Wanli, Liu, Jinfeng, Wang, Xiaoqian, He, Jiazhen, Li, Yuqing, Liu, Yong
Published in Catalysts (01.07.2023)
Published in Catalysts (01.07.2023)
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Journal Article
Numerical investigation of the influence of thermal protective fabric deformation on heat transfer from thermal radiant heat to human skin
Xin, Meiyan, He, Jiazhen, Guo, Jing, Chen, Zhongwei, He, Aifang, Chen, Yan, Wang, Hui
Published in Case studies in thermal engineering (01.06.2024)
Published in Case studies in thermal engineering (01.06.2024)
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Journal Article
Evaluation of reinforcement learning in transformer-based molecular design
He, Jiazhen, Tibo, Alessandro, Janet, Jon Paul, Nittinger, Eva, Tyrchan, Christian, Czechtizky, Werngard, Engkvist, Ola
Published in Journal of cheminformatics (08.08.2024)
Published in Journal of cheminformatics (08.08.2024)
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Journal Article