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R. Ma

9 papers hereh-index 6152 citations15 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 9 papers where every author was matched, so the position is known.

fields
  • cs.AI6
  • cs.CL1
  • cs.LG1
  • physics.comp-ph1
same name
  • R. Ma — 135 papers, h 4
  • R. Ma — 112 papers, h 4
  • R. Ma — 65 papers, h 9
  • R. Ma — 12 papers, h 24
  • R. Ma — 10 papers, h 0
  • R. Ma — 9 papers, h 24

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

works on
agentic models 1knowledge-action infrastructure 1long-horizon reasoning 1mixture of experts 1multi-domain training 1

From the 1 of 9 linked papers with an AI index.

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2026

Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark

Yigeng Jiang, Tengchao Yang, Taoyong Cui +25

Deep research agents are Large Language Model (LLM)-based systems designed for autonomous, multi-step scientific reasoning, and they hold immense potential for accelerating researc…

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