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researcher

E. Siriwardane

3 papers hereh-index 9349 citations15 works total

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

author position
  • middle author1

Across the 1 of 3 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci3

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedCrystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials

7 citations · 7 across the 2 of their papers we have counts for

collaborators

3 papers

cond-mat.mtrl-sci2022★ 7 cited

Crystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials

Lai Wei, Qinyang Li, Yuqi Song +4

Self-supervised neural language models have recently achieved unprecedented success, from natural language processing to learning the languages of biological sequences and organic…

cond-mat.mtrl-sci2021

MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art

Jianjun Hu, Stanislav Stefanov, Yuqi Song +4

The availability and easy access of large scale experimental and computational materials data have enabled the emergence of accelerated development of algorithms and models for mat…

cond-mat.mtrl-sci2020

Contact Map based Crystal Structure Prediction using Global Optimization

Jianjun Hu, Wenhui Yang, Rongzhi Dong +3

Crystal structure prediction is now playing an increasingly important role in discovery of new materials. Global optimization methods such as genetic algorithms (GA) and particle s…

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