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researcher

Janghoon Ock

15 papers hereh-index 8282 citations20 works total

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

author position
  • first author7
  • middle author6
  • last author1

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CL4
  • cs.CE2
  • physics.chem-ph2
  • cond-mat.mes-hall1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedBeyond Independent Error Assumptions in Large GNN Atomistic Models

11 citations · 35 across the 15 of their papers we have counts for

collaborators
Showing 2025 · cs.CLShow all

2 papers · 2 filters

cs.CL2025★ 1 cited

NANOGPT: A Query-Driven Large Language Model Retrieval-Augmented Generation System for Nanotechnology Research

Achuth Chandrasekhar, Omid Barati Farimani, Olabode T. Ajenifujah +2

This paper presents the development and application of a Large Language Model Retrieval-Augmented Generation (LLM-RAG) system tailored for nanotechnology research. The system lever…

cs.CL2025★ 1 cited

Text to Band Gap: Pre-trained Language Models as Encoders for Semiconductor Band Gap Prediction

Ying-Ting Yeh, Janghoon Ock, Achuth Chandrasekhar +2

We investigate transformer-based language models, including RoBERTa, T5, Llama-3, and MatSciBERT, for predicting the band gaps of semiconductor materials directly from textual desc…

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