Laboratories for Mathematics, Lifesciences, and Informatics

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Rui Liu, Jiayuan Zhong, Renhao Hong, Ely Chen, Kazuyuki Aihara, Pei Chen, and Luonan Chen: "Predicting local COVID-19 Outbreaks and Infectious Disease Epidemics based on Landscape Network Entropy," Science Bulletin, doi:10.1016/j.scib.2021.03.022 (2021).
Japan Times "Fourth wave takes shape as COVID-19 cases increase across Japan ".
Shunya Okuno, Koji Ikeuchi, Kazuyuki Aihara: "Practical Data‐Driven Flood Forecasting Based on Dynamical Systems Theory," Water Resources Research, Vol.57, No.3, e2020WR028427, pp.1-18 (2021).
Daisuke Inoue, Akihisa Okada, Tadayoshi Matsumori, Kazuyuki Aihara, and Hiroaki Yoshida: "Traffic Signal Optimization on a Square Lattice with Quantum Annealing," Scientific Reports, Vol.11, Article No.3303, pp.1-12 (2021).
Yusuke Sakemi, Kai Morino, Timothee Leleu, and Kazuyuki Aihara: "Model-size reduction for reservoir computing by concatenating internal states through time," Scientific Reports, Vol.10, Article No.21794, pp.1-13 (2020).
Pei Chen, Rui Liu, Kazuyuki Aihara, and Luonan Chen: "Autoreservoir computing for multistep ahead prediction based on the spatiotemporal information transformation," Nature Communications, Vol.11, Article No.4568, pp.1-15 (2020).
S. Leng, H. Ma, J. Kurts, Y.-C. Lai, W. Lin, K. Aihara, and L. Chen: "Partial Cross Mapping Eliminates Indirect Causal Influences," Nature Communications, Vol.11, Article No.2632, pp.1-9 (2020).
Y. Itoh, S. Uenohara, M. Adachi, T. Morie, and K. Aihara: "Reconstructing Bifurcation Diagrams Only from Time-series Data Generated by Electronic Circuits in Discrete-time Dynamical Systems," Chaos, Vol.30, No.1, 013128-1-11 (2020).
M.K. Kajita, K. Aihara, and T.J. Kobayashi: "Reliable Target Ligand Detection by Noise-induced Receptor Cluster Formation," Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol.30, No.1, 011104-1-6 (2020).
S. Okuno, K. Aihara, and Y. Hirata: "Forecasting high-dimensional Dynamics Exploiting Suboptimal Embeddings," Scientific Reports, Vol.10, Article No.664, pp.1-11 (2020).
T. Leleu, Y. Yamamoto, P.L. McMahon, and K. Aihara: "Destabilization of Local Minima in Analog Spin Systems by Correction of Amplitude Heterogeneity," Physical Review Letters, Vol.122, 040607-1-6 (2019).
S. Tsuji and K. Aihara: "Criterion for Determining the Optimal Delay of Attractor Reconstruction using Persistent Homology," Nonlinear Theory and Its Applications, IEICE, No.10, No.1, pp.74-89 (2019).
H. Ma, S. Leng, K. Aihara, W. Lin, and L. Chen: "Randomly Distributed Embedding Making Short-term High-dimensional Data Predictable," Proceedings of the National Academy of Sciences of the United States of America, Vol.115, No.43, pp.E9994-E10002 (2018).
Special Seminar by Prof. Dr. Wolfgang Maass:"How do networks of spiking neurons compute and learn?" will be held on November 12th, 2018 (registration).
D. Ito, T. Ueta, K. Aihara: "Bifurcation Analysis of Eight Coupled Degenerate Optical Parametric Oscillators," Physica D, Vol.372, pp.22-30 (2018).
"Special issue on The second step of the FIRST," Nonlinear Theory and Its Applications, IEICE, Vol.9, No.2 (2018).
International Workshop on Early-warning signals from Fundamentals to Applications was held at IIS on March 5-6th, 2018.
Y. Hirata, K. Morino, K. Akakura, C.S. Higano, and K. Aihara: "Personalizing Androgen Suppression for Prostate Cancer Using Mathematical Modeling," Scientific Reports, Vol.8, Article No.2673, pp.1-8 (2018).
B. Schäfer, C. Beck, K. Aihara, D. Witthaut, and M. Timme: "Non-Gaussian Power Grid Frequency Fluctuations Characterized by Lévy-stable Laws and Superstatistics," Nature Energy, Vol.3, No.2, pp.119-126 (2018) (arxiv:1807.08496).
A. Yamamura, K. Aihara, and Y. Yamamoto: "Quantum Model for Coherent Ising Machines: Discrete-time Measurement Feedback Formulation," Physical Review A, Vol.96, No.5, 053834, pp.1-8 (2017).
T. Shoji, K. Aihara, and Y. Yamamoto: "Quantum Model for Coherent Ising Machines: Stochastic Differential Equations with Replicator Dynamics," Physical Review A, Vol.96, No.5, 053833, pp.1-8 (2017).
P. Christodoulides, Y. Hirata, E. Domínguez-Hüttinger, S.G. Danby, M.J. Cork, H.C. Williams, Kazuyuki Aihara, and R.J. Tanaka: "Computational Design of Treatment Strategies for Proactive Therapy on Atopic Dermatitis using Optimal Control Theory," Philosophical Transactions of the Royal Society Series A, Vol.375, No.2096 (2017).
Y. Hirata and K. Aihara: "Improving Time Series Prediction of Solar Irradiance after Sunrise: Comparison among Three Methods for Time Series Prediction," Solar Energy, Vol.149, pp.294-301 (2017).
K. Kamiyama, M. Komuro, and K. Aihara: "Homoclinic Cycle Bifurcations in Planar Maps," International Journal of Bifurcation and Chaos, Vol.27, No.3, 1730012, pp.1-11 (2017).
M. Nagata, Y. Hirata, N. Fujiwara, G. Tanaka, H. Suzuki, and K. Aihara: "Smoothing effect for spatially distributed renewable resources and its impact on power grid robustness," Chaos, Vol.27, Article No.033104 (2017).
Y. Li, M. Oku, G. He, and K. Aihara: "Elimination of Spiral Waves in a Locally Connected Chaotic Neural Network by a Dynamic Phase Space Constraint," Neural Networks, Vol.88, pp.9-21 (2017).
T. Leleu, Y. Yamamoto, S. Utsunomiya, and K. Aihara: "Combinatorial Optimization using Dynamical Phase Transitions in Driven-dissipative Systems," Physical Review E, Vol.95, No.2, pp.022118-1-18 (2017).
T. Yuan, K. Aihara, and G. Tanaka: "Robustness and Fragility in Coupled Oscillator Networks under Targeted Attacks," Physical Review E, Vol.95, No.1, pp.012315-1-6 (2017).
J.M. Amigo, Y. Hirata, and K. Aihara: "On the Limits of Probabilistic Forecasting in Nonlinear Times Series Analysis," Chaos, Vol.26, No.12, pp.123114-1-7 (2016).
C.T. Urabe, G. Tanaka, K. Aihara, and M. Mimura: "Parameter Scaling for Epidemic Size in a Spatial Epidemic Model with Mobile Individuals," PLOS ONE, Vol.11, No.12, e0168127, pp.1-16 (2016).
T. Inagaki, Y. Haribara, K. Igarashi, T. Sonobe, S. Tamate, T. Honjo, A. Marandi, P.L. McMahon, T. Umeki, K. Enbutsu, O. Tadanaga, H. Takenouchi, K. Aihara, K. Kawarabayashi, K. Inoue, S. Utsunomiya, and H. Takesue: "A Coherent Ising Machine for 2000-node Optimization Problems," Science, Vol.354, No.6312, pp.603-606 (2016).
P.L. McMahon, A. Marandi, Y. Haribara, R. Hamerly, C. Langrock, S. Tamate, T. Inagaki, H. Takesue, S. Utsunomiya, K. Aihara, R.L. Byer, M.M. Fejer, H. Mabuchi, and Y. Yamamoto: "A Fully-programmable 100-spin Coherent Ising Machine with All-to-all Connections," Science, Vol.354, No.6312, pp.614-617 (2016).

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Laboratories for Mathematics, Lifesciences, and Informatics

Laboratories for Mathematics, Lifesciences, and Informatics

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