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ORCIDEdirisuriya M. Dilanga Siriwardane
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2020 – today
- 2023
[j2]Rongzhi Dong
, Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu:
Discovery of 2D Materials using Transformer Network-Based Generative Design. Adv. Intell. Syst. 5(12) (2023)- [j1]Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu:
Material transformers: deep learning language models for generative materials design. Mach. Learn. Sci. Technol. 4(1): 15001 (2023) - [i10]Rongzhi Dong, Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu:
Discovery of 2D materials using Transformer Network based Generative Design. CoRR abs/2301.05824 (2023) - 2022
- [i9]Yong Zhao, Edirisuriya M. Dilanga Siriwardane, Zhenyao Wu, Ming Hu, Nihang Fu, Jianjun Hu:
Physics Guided Generative Adversarial Networks for Generations of Crystal Materials with Symmetry Constraints. CoRR abs/2203.14352 (2022) - [i8]Lai Wei, Qinyang Li, Yuqi Song, Stanislav Stefanov, Edirisuriya M. Dilanga Siriwardane, Fanglin Chen, Jianjun Hu:
Crystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials. CoRR abs/2204.11953 (2022) - [i7]Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu:
Materials Transformers Language Models for Generative Materials Design: a benchmark study. CoRR abs/2206.13578 (2022) - 2021
- [i6]Rui Xin, Edirisuriya M. Dilanga Siriwardane, Yuqi Song, Yong Zhao, Steph-Yves M. Louis, Alireza Nasiri, Jianjun Hu:
Active learning based generative design for the discovery of wide bandgap materials. CoRR abs/2103.00608 (2021) - [i5]Wenhui Yang, Edirisuriya M. Dilanga Siriwardane, Rongzhi Dong, Yuxin Li, Jianjun Hu:
Crystal structure prediction of materials with high symmetry using differential evolution. CoRR abs/2104.09764 (2021) - [i4]Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves M. Louis, Edirisuriya M. Dilanga Siriwardane, Yong Zhao:
MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art. CoRR abs/2109.04007 (2021) - [i3]Yong Zhao, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu:
Physics guided deep learning generative models for crystal materials discovery. CoRR abs/2112.03528 (2021) - [i2]Daniel Gleaves, Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Nihang Fu, Jianjun Hu:
Semi-supervised teacher-student deep neural network for materials discovery. CoRR abs/2112.06142 (2021) - 2020
- [i1]Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Jianjun Hu:
Computational discovery of new 2D materials using deep learning generative models. CoRR abs/2012.09314 (2020)
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