Method for estimating hidden structures determined by unidentifiable state-space models and time-series data based on the Groebner basis. - Mizuka Komatsu; Takaharu Yaguchi (CoRR, 2020)

Algebraic approach towards the exploitation of "softness": the input-output equation for morphological computation. - Mizuka Komatsu; Takaharu Yaguchi; Kohei Nakajima (Int. J. Robotics Res., 2021)

Real-Time Cattle Interaction Recognition via Triple-stream Network. - Yang Yang 124; Mizuka Komatsu; Takenao Ohkawa; Kenji Oyama (ICMLA, 2022)

SCIRNet: Skeleton-based cattle interaction recognition network with inter-body graph and semantic priority. - Yang Yang 124; Mizuka Komatsu; Kenji Oyama; Takenao Ohkawa (IJCNN, 2023)

Estimate Epidemiological Parameters given Partial Observations based on Algebraically Observable PINNs. - Mizuka Komatsu (CoRR, 2024)

Algebraically Observable Physics-Informed Neural Network and its Application to Epidemiological Modelling. - Mizuka Komatsu (CoRR, 2025)