2 papers
cs.CL2024
Extracting effective solutions hidden in large language models via generated comprehensive specialists: case studies in developing electronic devices
Hikari Tomita, Nobuhiro Nakamura, Shoichi Ishida +2
Recently, many studies have increasingly explored the use of large language models (LLMs) to generate research ideas and scientific hypotheses. However, real-world research and dev…
physics.soc-ph2021
Complex network prediction using deep learning
Yoshihisa Tanaka, Ryosuke Kojima, Shoichi Ishida +2
Systematic relations between multiple objects that occur in various fields can be represented as networks. Real-world networks typically exhibit complex topologies whose structural…