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Jielan Li

9 papers hereh-index 131.3k citations33 works total

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

author position
  • first author1
  • middle author7

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci4
  • cs.CL2
  • physics.comp-ph2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedMatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

108 citations · 138 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CL2025★ 1 cited

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Ming Hu, Chenglong Ma, Wei Li +117

Scientific Large Language Models (Sci-LLMs) are transforming how knowledge is represented, integrated, and applied in scientific research, yet their progress is shaped by the compl…

cond-mat.mtrl-sci2025

Probing the Limit of Heat Transfer in Inorganic Crystals with Deep Learning

Jielan Li, Zekun Chen, Qian Wang +21

Heat transfer is a fundamental property of matter. Research spanning decades has attempted to discover materials with exceptional thermal conductivity, yet the upper limit remains…

cs.AI2025★ 1 cited

Nature Language Model: Deciphering the Language of Nature for Scientific Discovery

Yingce Xia, Peiran Jin, Shufang Xie +43

Foundation models have revolutionized natural language processing and artificial intelligence, significantly enhancing how machines comprehend and generate human languages. Inspire…

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