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researcher

Edirisuriya M. Dilanga Siriwardane

6 papers hereh-index 9383 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci6
same name
  • Edirisuriya M. Dilanga Siriwardane — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedPhysics Guided Deep Learning for Generative Design of Crystal Materials with Symmetry Constraints

5 citations · 10 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cond-mat.mtrl-sci2023

Discovery of 2D materials using Transformer Network based Generative Design

Rongzhi Dong, Yuqi Song, Edirisuriya M. D. Siriwardane +1

Two-dimensional (2D) materials have wide applications in superconductors, quantum, and topological materials. However, their rational design is not well established, and currently…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.