| Real-space visualization of quantum phase transitions by network topology S Zaman, WC Lee Physical Review E 100 (1), 012304, 2019 | 6 | 2019 |
| Particlegrid: Enabling deep learning using 3d representation of materials S Zaman, E Ferguson, C Pereira, D Akhivarov, M Araya-Polo, K Chiu 2022 IEEE 18th International Conference on e-Science (e-Science), 378-388, 2022 | 2 | 2022 |
| STRIDE: Structure-guided Generation for Inverse Design of Molecules S Zaman, D Akhiyarov, M Araya-Polo, K Chiu arXiv preprint arXiv:2311.06297, 2023 | 1 | 2023 |
| Parallelizing Graph Neural Networks via Matrix Compaction for Edge-Conditioned Networks S Zaman, T Moon, T Benson, SA Jacobs, K Chiu, B Van Essen 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022 | 1 | 2022 |
| Graph neural network for metal organic framework potential energy approximation S Zaman, C Owen, K Chiu, M Lawler arXiv preprint arXiv:2010.15908, 2020 | 1 | 2020 |
| Scientific Deep Learning: Deep Learning for Quantum Physics MS Zaman State University of New York at Binghamton, 2020 | 1 | 2020 |
| ParticleGrid: A Library for 3D Molecular Representation for Deep Learning S Zaman, K Chiu, E Ferguson, M Araya, D Akhiyarov, C Pereira APS March Meeting Abstracts 2022, G13. 005, 2022 | | 2022 |
| An ML-based Generative Workflow for Metal-Organic Framework Synthesis S Zaman, C Owen Knowledge Guided Machine Learning Workshop 2021, 2021 | | 2021 |
| Graph Neural Network for Metal Organic Framework Potential Energy Approximation: Energy Landscape Database and Rigidity C Owen, S Zaman APS March Meeting Abstracts 2021, A60. 004, 2021 | | 2021 |
| Towards Inverse Design of Metal-Organic Frameworks to Maximize Hydrogen Storage using Deep Learning K Phillips, S Zaman, K Chiu, M Lawler APS March Meeting Abstracts 2021, A60. 011, 2021 | | 2021 |
| Predicting geometric properties of metal-organic frameworks by fusing 3D and graph convolutional neural networks J Barkovitch, M Zhou, S Zaman, K Chiu, M Lawler, J Wu APS March Meeting Abstracts 2021, A60. 012, 2021 | | 2021 |
| Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway A Beltre, S Zaman, K Chiu, S Pamidighantam, X Qiao, M Govindaraju Proceedings of the Practice and Experience in Advanced Research Computing on …, 2019 | | 2019 |
Mauricio Araya PoloTotalEnergies EP Research & Technology USAVerified email at totalenergies.com
