2 papers
stat.ML2025
Multi-modal cascade feature transfer for polymer property prediction
Kiichi Obuchi, Yuta Yahagi, Kiyohiko Toyama +2
In this paper, we propose a novel transfer learning approach called multi-modal cascade model with feature transfer for polymer property prediction.Polymers are characterized by a…
physics.chem-ph2025
Transfer learning from first-principles calculations to experiments with chemistry-informed domain transformation
Yuta Yahagi, Kiichi Obuchi, Fumihiko Kosaka +1
Simulation-to-Real (Sim2Real) transfer learning, the machine learning technique that efficiently solves a real-world task by leveraging knowledge from computational data, has recei…