日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Photochemical N-dealkylation of Tertiary Amines Coupled With Photocharging of Poly(Heptazine Imides)

叔胺的光化学N-脱烷基化与聚(庚嗪酰亚胺)的光充电耦合

Zhuang, Jingru; Zhang, Quanhao; Wang, Chong; Yao, Tao; Cheng, Cheuk Lok; Dral, Pavlo O; Savateev, Oleksandr

Gradients not needed: ML-driven propagation of nonadiabatic molecular dynamics without reference gradients

无需梯度:基于机器学习的非绝热分子动力学传播,无需参考梯度

Martyka, Mikołaj; Jankowska, Joanna; Lischka, Hans; Dral, Pavlo O

AIQM2: organic reaction simulations beyond DFT

AIQM2:超越DFT的有机反应模拟

Chen, Yuxinxin; Dral, Pavlo O

Ultrafast Correlation Energy Estimator

超快相关能量估计器

Witkowski, Mateusz; Śmiga, Szymon; Hirata, So; Dral, Pavlo O; Grabowski, Ireneusz

Charting electronic-state manifolds across molecules with multi-state learning and gap-driven dynamics via efficient and robust active learning

利用高效稳健的主动学习,通过多态学习和间隙驱动动力学绘制分子电子态流形图

Martyka, Mikołaj; Zhang, Lina; Ge, Fuchun; Hou, Yi-Fan; Jankowska, Joanna; Barbatti, Mario; Dral, Pavlo O

The Best DFT Functional Is the Ensemble of Functionals

最佳DFT泛函是泛函集合

Rui, Yuting; Chen, Yuxinxin; Ivanova, Elena; Kumar, Vignesh Balaji; Śmiga, Szymon; Grabowski, Ireneusz; Dral, Pavlo O

MLatom 3: A Platform for Machine Learning-Enhanced Computational Chemistry Simulations and Workflows

MLatom 3:一个用于机器学习增强型计算化学模拟和工作流程的平台

Dral, Pavlo O; Ge, Fuchun; Hou, Yi-Fan; Zheng, Peikun; Chen, Yuxinxin; Barbatti, Mario; Isayev, Olexandr; Wang, Cheng; Xue, Bao-Xin; Pinheiro, Max Jr; Su, Yuming; Dai, Yiheng; Chen, Yangtao; Zhang, Lina; Zhang, Shuang; Ullah, Arif; Zhang, Quanhao; Ou, Yanchi

Predicting the future of excitation energy transfer in light-harvesting complex with artificial intelligence-based quantum dynamics

利用基于人工智能的量子动力学预测光捕获复合物中激发能量转移的未来

Ullah, Arif; Dral, Pavlo O

Newton-X Platform: New Software Developments for Surface Hopping and Nuclear Ensembles

Newton-X平台:用于表面跳跃和核系综的新软件开发

Barbatti, Mario; Bondanza, Mattia; Crespo-Otero, Rachel; Demoulin, Baptiste; Dral, Pavlo O; Granucci, Giovanni; Kossoski, Fábris; Lischka, Hans; Mennucci, Benedetta; Mukherjee, Saikat; Pederzoli, Marek; Persico, Maurizio; Pinheiro, Max Jr; Pittner, Jiří; Plasser, Felix; Sangiogo Gil, Eduarda; Stojanovic, Ljiljana

Artificial intelligence-enhanced quantum chemical method with broad applicability

人工智能增强的量子化学方法具有广泛的适用性

Zheng, Peikun; Zubatyuk, Roman; Wu, Wei; Isayev, Olexandr; Dral, Pavlo O