Edirisuriya M. Dilanga Siriwardane

12 papers Journal 12

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Discovery of 2D Materials using Transformer Network-Based Generative Design. Adv. Intell. Syst. Rongzhi Dong, Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
2023	J	`jnl`	Discovery of 2D materials using Transformer Network based Generative Design. CoRR Rongzhi Dong, Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
2023	J	`jnl`	Material transformers: deep learning language models for generative materials design. Mach. Learn. Sci. Technol. Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
2022	J	`jnl`	Crystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials. CoRR Lai Wei, Qinyang Li, Yuqi Song, Stanislav Stefanov, Edirisuriya M. Dilanga Siriwardane, Fanglin Chen, Jianjun Hu
2022	J	`jnl`	Materials Transformers Language Models for Generative Materials Design: a benchmark study. CoRR Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
2022	J	`jnl`	Physics Guided Generative Adversarial Networks for Generations of Crystal Materials with Symmetry Constraints. CoRR Yong Zhao, Edirisuriya M. Dilanga Siriwardane, Zhenyao Wu, Ming Hu, Nihang Fu, Jianjun Hu
2021	J	`jnl`	Active learning based generative design for the discovery of wide bandgap materials. CoRR Rui Xin, Edirisuriya M. Dilanga Siriwardane, Yuqi Song, Yong Zhao, Steph-Yves M. Louis, Alireza Nasiri, Jianjun Hu
2021	J	`jnl`	Crystal structure prediction of materials with high symmetry using differential evolution. CoRR Wenhui Yang, Edirisuriya M. Dilanga Siriwardane, Rongzhi Dong, Yuxin Li, Jianjun Hu
2021	J	`jnl`	MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art. CoRR Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves M. Louis, Edirisuriya M. Dilanga Siriwardane, Yong Zhao
2021	J	`jnl`	Physics guided deep learning generative models for crystal materials discovery. CoRR Yong Zhao, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
2021	J	`jnl`	Semi-supervised teacher-student deep neural network for materials discovery. CoRR Daniel Gleaves, Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Nihang Fu, Jianjun Hu
2020	J	`jnl`	Computational discovery of new 2D materials using deep learning generative models. CoRR Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Jianjun Hu