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Changwoo Do

19 papers hereh-index 6135 citations57 works total

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

author position
  • sole author1
  • middle author5
  • last author11

Across the 17 of 19 papers where every author was matched, so the position is known.

fields
  • cond-mat.soft12
  • cs.AI3
  • physics.ins-det2
  • physics.app-ph1
  • physics.data-an1
same name
  • Changwoo Do — 7 papers, h 26

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
20242026
most citedDeciphering the Small-Angle Scattering of Polydisperse Hard Spheres using Deep Learning

2 citations · 4 across the 9 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2025

LLMs Can Assist with Proposal Selection at Large User Facilities

Lijie Ding, Janell Thomson, Jon Taylor +1

We explore how large language models (LLMs) can enhance the proposal selection process at large user facilities, offering a scalable, consistent, and cost-effective alternative to…

cs.AI2025

ToPolyAgent: AI Agents for Coarse-Grained Topological Polymer Simulations

Lijie Ding, Jan-Michael Carrillo, Changwoo Do

We introduce ToPolyAgent, a multi-agent AI framework for performing coarse-grained molecular dynamics (MD) simulations of topological polymers through natural language instructions…

cs.AI2025★ 1 cited

SasAgent: Multi-Agent AI System for Small-Angle Scattering Data Analysis

Lijie Ding, Changwoo Do

We introduce SasAgent, a multi-agent AI system powered by large language models (LLMs) that automates small-angle scattering (SAS) data analysis by leveraging tools from the SasVie…

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