Computational discovery of new 2D materials using deep learning generative models. - Yuqi Song; Edirisuriya M. Dilanga Siriwardane; Yong Zhao 014; Jianjun Hu (CoRR, 2020)

Active learning based generative design for the discovery of wide bandgap materials. - Rui Xin; Edirisuriya M. Dilanga Siriwardane; Yuqi Song; Yong Zhao 014; Steph-Yves M. Louis; Alireza Nasiri; Jianjun Hu (CoRR, 2021)

Crystal structure prediction of materials with high symmetry using differential evolution. - Wenhui Yang; Edirisuriya M. Dilanga Siriwardane; Rongzhi Dong; Yuxin Li; Jianjun Hu (CoRR, 2021)

MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art. - Jianjun Hu; Stanislav Stefanov; Yuqi Song; Sadman Sadeed Omee; Steph-Yves M. Louis; Edirisuriya M. Dilanga Siriwardane; Yong Zhao 014 (CoRR, 2021)

Physics guided deep learning generative models for crystal materials discovery. - Yong Zhao 014; Edirisuriya M. Dilanga Siriwardane; Jianjun Hu (CoRR, 2021)

Semi-supervised teacher-student deep neural network for materials discovery. - Daniel Gleaves; Edirisuriya M. Dilanga Siriwardane; Yong Zhao 014; Nihang Fu; Jianjun Hu (CoRR, 2021)

Physics Guided Generative Adversarial Networks for Generations of Crystal Materials with Symmetry Constraints. - Yong Zhao 014; Edirisuriya M. Dilanga Siriwardane; Zhenyao Wu; Ming Hu; Nihang Fu; Jianjun Hu (CoRR, 2022)

Crystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials. - Lai Wei 008; Qinyang Li; Yuqi Song; Stanislav Stefanov; Edirisuriya M. Dilanga Siriwardane; Fanglin Chen; Jianjun Hu (CoRR, 2022)

Materials Transformers Language Models for Generative Materials Design: a benchmark study. - Nihang Fu; Lai Wei 008; Yuqi Song; Qinyang Li; Rui Xin; Sadman Sadeed Omee; Rongzhi Dong; Edirisuriya M. Dilanga Siriwardane; Jianjun Hu (CoRR, 2022)

Material transformers: deep learning language models for generative materials design. - Nihang Fu; Lai Wei 008; Yuqi Song; Qinyang Li; Rui Xin; Sadman Sadeed Omee; Rongzhi Dong; Edirisuriya M. Dilanga Siriwardane; Jianjun Hu (Mach. Learn. Sci. Technol., 2023)

Discovery of 2D Materials using Transformer Network-Based Generative Design. - Rongzhi Dong; Yuqi Song; Edirisuriya M. Dilanga Siriwardane; Jianjun Hu (Adv. Intell. Syst., 2023)