Concepedia

Edirisuriya M. Dilanga Siriwardane

EM

20

Publications

710

Citations

16

H-Index

2019

Active since

Affiliations

University of South Carolina(Current)

University of Colombo

University of North Dakota

Guizhou University

Pacific Northwest National Laboratory

Edirisuriya M. Dilanga Siriwardane is an author at University of South Carolina specializing in materials science, engineering, and chemistry.

Top concepts

EngineeringMaterial ScienceChemistryDeep LearningApplied PhysicsMachine LearningCrystallographyFunctional MaterialsComputational ChemistryData Science

Publications per year

2019–2024

20

Publications

20

Physics guided deep learning for generative design of crystal materials with symmetry constraints

Yong Zhao, Edirisuriya M. Dilanga Siriwardane, Zhenyao Wu et al. · npj Computational Materials · 2023 · 99 citations · Full text

Computational Discovery of New 2D Materials Using Deep Learning Generative Models

Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Yong Zhao et al. · ACS Applied Materials & Interfaces · 2021 · 75 citations

Engineering, Machine Learning, Material Simulation +19

Accurate Prediction of Voltage of Battery Electrode Materials Using Attention-Based Graph Neural Networks

Steph-Yves Louis, Edirisuriya M. Dilanga Siriwardane, Rajendra P. Joshi et al. · ACS Applied Materials & Interfaces · 2022 · 50 citations

Assessment of Sulfur-Functionalized MXenes for Li-Ion Battery Applications

Edirisuriya M. Dilanga Siriwardane, İlker Demiroğlu, Cem Sevik et al. · The Journal of Physical Chemistry C · 2020 · 47 citations

Engineering, Surface Termination, M2cs2 Monolayer +16

Revealing the Formation Energy–Exfoliation Energy–Structure Correlation of MAB Phases Using Machine Learning and DFT

Edirisuriya M. Dilanga Siriwardane, Rajendra P. Joshi, Neeraj Kumar et al. · ACS Applied Materials & Interfaces · 2020 · 46 citations · Full text

Rows per page

1–5 of 20