no code implementations • 10 Jan 2024 • Haoyu Chu, Yuto Miyatake, Wenjun Cui, Shikui Wei, Daisuke Furihata
Experimental results demonstrate that the proposed method improves the numerical accuracy of PINNs for partial differential equations.
no code implementations • 8 Jun 2023 • Tomoya Kitano, Yuto Miyatake, Daisuke Furihata
This paper presents a modified neural model for topic detection from a corpus and proposes a new metric to evaluate the detected topics.
no code implementations • 29 Jan 2022 • Kosuke Akita, Yuto Miyatake, Daisuke Furihata
In data assimilation, state estimation is not straightforward when the observation operator is unknown.