Author

Izumi Takahara

h-index 6 View on Semantic Scholar

We have 2 of 17 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Sep 2026

Hypothesis-Driven Autonomous Materials Synthesis with Multimodal LLM Agents

In a single campaign of 18 autonomous experiments using LiCoO2 (001) thin-film deposition as a testbed, SynAgent synthesized highly crystalline films and evolved an understanding of how the substrate temperature governs crystallization, discovering an abrupt threshold and a narrow optimal growth window at 650-690 {\deg...

Izumi Takahara, K. Nishio, Akira Aiba et al. · 1 citation

Jul 2026

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents

The Hypothesis Evolution Protocol (HEP) is proposed, an agent harness that provides hypothesis generation, evaluation, and evolution as explicit, auditable operations and marks a step toward auditable AI scientists, whose scientific reasoning can be inspected, verified, and built upon.

Izumi Takahara, Teruyasu Mizoguchi · arXiv.org · 1 citation