Ton Viet Ta's Publications

Many papers and preprints are available on the arXiv Preprint Server. Please note that these may differ slightly from the published versions.

Preprints

  1. Dependent Origination as a Dynamical System: Feedback, Stability, and Regulating Suffering
    Ton Viet Ta

  2. Spatial distribution of predation risk in cohesive fish schools under different attack strategies
    Junyi Qi, Masayoshi Harada, Thorkil Casse, Linh Thi Hoai Nguyen, Hoang Nguyen Huy Vu, Ton Viet Ta

  3. Volume-Dependent Neural Stochastic Differential Equations for Financial Dynamics
    Ton Viet Ta

  4. Attentional Dynamics of Meditation: A Dynamical Systems Perspective
    Ton Viet Ta

  5. Emergent spatial organization of competing species under environmental stress and cooperation
    Ton Viet Ta

  6. Bifurcation Analysis of a Predator–Prey Model with Allee Effect and Cooperative Hunting
    Yujie Gao, Ton Viet Ta

  7. Towards high-fidelity and controllable bioacoustic generation via enhanced diffusion learning
    Tianyu Song, Ton Viet Ta

  8. A Continuous-State Higher-Order Markov Framework for Stochastic Rainfall Forecasting
    Yujie Gao, Ton Viet Ta

Journal Papers

  1. Modeling Predator-Prey Dynamics with Stochastic Differential Equations: Patterns of Collective Hunting and Nonlinear Predation Effects
    Junyi Qi, Ton Viet Ta
    Alexandria Engineering Journal. 134, 494-507 (2026 January). (open access)

  2. Environmental Drivers of Quinoa Germination: Growth Responses and Machine Learning Predictions
    Van Loc Nguyen, Trung Hung Nguyen, Hoai Nam Vu, Thi Hong Nhung Phan, Viet Long Nguyen, Duc Ha Chu, Daniel Bertero, Néstor Curti, Trung Duc Nguyen, Ton Viet Ta
    Journal of Crop Health. 77, 199 (2025 December 1).

  3. Deep Learning for Automated Identification of Vietnamese Timber Species: A Tool for Ecological Monitoring and Conservation
    Tianyu Song, Doan Van Duong, Phuong Thi Le, Ton Viet Ta
    Ecological Informatics. 92 (2025), 103518. (open access)

  4. Impact of genotypes, environmental stresses, and genotype by environment interactions on growth and yield of quinoa at flowering stage
    Van Loc Nguyen, Trung Hieu Do, Thi Hong Nhung Phan, Viet Long Nguyen, Duc Ha Chu, Daniel Bertero, Néstor Curti, Ton Viet Ta, Peter C. McKeown, Charles Spillane
    PLoS One. 20 (9) (2025) e0331652. (open access)

  5. Stochastic forest transition model dynamics and parameter estimation via deep learning
    Satoshi Kumabe, Tianyu Song, Ton Viet Ta
    Mathematical Biosciences and Engineering. 22 (5) (2025) 1243--1262. (open access)

  6. Actor-centered power and forest governance: Can a conceptual framework help us understand the conflict in managing national parks in Vietnam?
    Nhinh Thi Do, Thorkil Casse, Ton Viet Ta
    Forest Policy and Economics. 174 (2025) 103482.

  7. Dynamics of infectious diseases in predator–prey populations: A stochastic model, sustainability, and invariant measure
    Gao, Y., Banerjee, M., Ta, T.V.
    Mathematics and Computers in Simulation. 227 (2025) 103--120. (open access)

  8. MPSA-DenseNet: A novel deep learning model for English accent classification.
    Song, T., Nguyen, L.T.H., Ta, T.V.
    Computer Speech & Language. 89:101676 (2025). (open access)

  9. A stochastic differential equation model for predator-avoidance fish schooling.
    Hartono, A.D., Nguyen, L.T.H., Ta, T.V.
    Mathematical Biosciences. 367:109112 (2024). (open access)

  10. Strict solutions to stochastic semilinear evolution equations in M-type 2 Banach spaces.
    Ta, T.V.
    Communications on Pure & Applied Analysis. 20 (2021) 1867-1891.

  11. Dynamical system for animal coat pattern model.
    Ta, T.V.
    Journal of Elliptic and Parabolic Equations. 4 (2018) 525--564. arXiv: 1708.02344.

  12. A stochastic differential equation model for foraging behavior of fish schools.
    Ta, T.V., Nguyen, L.T.H.
    Phys. Biol. 15 (2018) 036007. arXiv:1509.00063.

  13. Existence results for linear evolution equations of parabolic type.
    Ta, T.V.
    Commun. Pure Appl. Anal. 17 (2018) 751--785. arXiv:1505.01252.

  14. Strict solutions to stochastic linear evolution equations in M-type 2 Banach spaces.
    Ta, T.V., Yamamoto, Y., and Yagi, A.
    Funkcial. Ekvac. 61 (2018) 191--217. arXiv:1508.07431.

  15. Maximal regularity for non-autonomous stochastic linear evolution equations in UMD Banach spaces.
    Ta, T.V., Yagi, A., and Yamamoto, Y.
    Proc. Math. Sci. 127 (2017) 857--879.

  16. Non-autonomous stochastic evolution equations in Banach spaces of martingale type 2: strict solutions and maximal regularity.
    Ta, T.V.
    Discrete Contin. Dyn. Syst. 37 (2017), 4507--4542.

  17. Note on abstract stochastic semilinear evolution equations.
    Ta, T.V.
    J. Korean Math. Soc. 54 (2017), 909--943.

  18. A sustainability condition for stochastic forest model.
    Ta, T.V., Nguyen, L.T.H., and Yagi, A.
    Commun. Pure Appl. Anal. 16 (2017), 699--718.

  19. Obstacle avoiding patterns and cohesiveness of fish school.
    Nguyen, L.T.H., Ta, T.V., and Yagi, A.
    J. Theoret. Biol. 406 (2016), 116--123.

  20. Regularity of solutions of abstract linear evolution equations.
    Ta, T.V.
    Lith. Math. J. 56 (2016), 268--290.

  21. Quantitative investigations for ODE model describing fish schooling,
    Nguyen, L.T.H., Ta, T.V., and Yagi, A.
    Sci. Math. Jpn. 77 (2014), 403--413.

  22. Flocking and non-flocking behavior in a stochastic Cucker-Smale system.
    Ta, T.V., Nguyen, L.T.H., and Yagi, A.
    Anal. Appl. 12 (2014), 63--73.

  23. An ordinary differential equation model for fish schooling.
    Uchitane, T., Ta, T.V., and Yagi, A..
    Sci. Math. Jpn. 75 (2012), 339--350.

  24. Asymptotic behaviour of solutions to stochastic phase transition model.
    Ta, T.V., Yamamoto, Y., Nguyen, D.H., and Yagi, A.
    Sci. Math. Jpn. 73 (2011), 143--156.

  25. Dynamic of a stochastic predator-prey population.
    Yagi, A., Ta, T.V..
    Appl. Math. Comput. 218 (2011), 3100--3109.

  26. Dynamics of a stochastic ratio-dependent predator-prey model.
    Nguyen, L.T.H., Ta, T.V.
    Anal. Appl. 9 (2011), 329--344.

  27. Asymptotic behaviour of predator-prey systems perturbed by white noise.
    Nguyen, D.H., Nguyen, D.H., and Ta, T.V.
    Acta Appl. Math. 115 (2011), 351?370.

  28. Dynamics of species in a model with two predators and one prey.
    Ta, T.V., Nguyen, H.T.
    Nonlinear Anal. 74 (2011), 4868--4881.

  29. Dynamics of a stochastic predator-prey model with the Beddington-De Angelis functional response.
    Ta, T.V., Yagi, A.
    Commun. Stoch. Anal. 5 (2011), 371--386.

  30. Dynamics of the stochastic equation of cooperative population.
    Ta, T.V.
    Vietnam J. Math. 38 (2010), 143--155.

  31. Survival of three species in a non-autonomous Lotka-Volterra system.
    Ta, T.V.
    J. Math. Anal. Appl. 362 (2010), 427--437.

  32. Dynamics of a non-autonomous three-dimensional population system.
    Ta, Q.H., Ta, T.V., and Nguyen, L.T.H.
    Electron. J. Differential Equations 157 (2009), 1--12.

  33. Dynamics of species in a non-autonomous Lotka-Volterra system.
    Ta, T.V.
    Acta Math. Acad. Paedagog. Nyhazi. (N.S.) 25 (2009), 45--54.

Proceedings

  1. BioSEN: A Bio-acoustic Signal Enhancement Network for Animal Vocalizations
    Tianyu Song, Ton Viet Ta, Ngamta Thamwattana, Hisako Nomura, Linh Thi Hoai Nguyen
    Accepted in ICASSP 2026

  2. Quantifying Fish School Fragmentation under Predation Using Stochastic Differential Equations
    Junyi Qi, Thorkil Casse, Masayoshi Harada, Linh Thi Hoai Nguyen, Ton Viet Ta
    2025 9th International Conference on Computer, Software and Modeling (ICCSM), Rome, Italy, 2025, 119-123.
  3. Advancing bird classification: Harnessing PSA-DenseNet for call-based recognition
    Tianyu Song, Ton Viet Ta
    In: Ta, T.V., Nguyen, L.T.H. (eds) Proceedings of Workshop on Interdisciplinary Sciences 2023. WIS 2023. Mathematics for Industry, vol 38. Springer, Singapore, 2024. (open access)

  4. Deep learning-based method for weather forecasting: A case study in Itoshima
    Yuzhong Cheng, Linh Thi Hoai Nguyen, Akinori Ozaki, Ton Viet Ta
    In: Ta, T.V., Nguyen, L.T.H. (eds) Proceedings of Workshop on Interdisciplinary Sciences 2023. WIS 2023. Mathematics for Industry, vol 38. Springer, Singapore, 2024. (open access)

  5. MATLAB-based application for efficient huntington's disease screening
    Trang Thu Dao, Ton Viet Ta, Thy Hoang Trang Ta
    In: Ta, T.V., Nguyen, L.T.H. (eds) Proceedings of Workshop on Interdisciplinary Sciences 2023. WIS 2023. Mathematics for Industry, vol 38. Springer, Singapore, 2024. (open access)

  6. A geometrical structure for predator-avoidance fish schooling
    Hartono, A.D., Ta, T.V., Nguyen, L.T.H.
    Proceedings of Forum "Math-for-Industry" 2022 - Mathematics of Public Health and Sustainability. 75-89, ISSN:2188-1200 (2023).

  7. A brief review of some swarming models using stochastic sifferential equations
    Linh Thi Hoai Nguyen, Ton Viet Ta, Atsushi Yagi
    In: Cheng, J., Dinghua, X., Saeki, O., Shirai, T. (eds) Proceedings of the Forum "Math-for-Industry" 2018. Mathematics for Industry, vol 35. Springer, Singapore, 2021.

  8. Mathematical models for fish schooling.
    Nguyen, L.T.H., Ta, T.V., and Yagi, A.
    Proceedings of the Vietnam International Applied Mathematics Conference,
    Saigon University, Vietnam, December 15–18, 2017, 7 pages.

  9. Existence and stability of periodic solutions of a Lotka-Volterra system.
    Nguyen, L.T.H., Ta, Q.H., and Ta, T.V.
    Proceedings of the SICE International Symposium on Control Systems, Tokyo, March 4--7, 2015, 712-4:1--6.

  10. Stochastic forest model.
    Nguyen, L.T.H., Ta, T.V., and Yagi, A.
    Proceedings of the International Conference on Functional Analysis and Applications, Kobe University, February 11--13, 2013, 103--118.

Books (Editor)

  1. Proceedings of Workshop on Interdisciplinary Sciences 2023 - Interdisciplinary Sciences: Applied Mathematics, AI, and Statistics
    Ton Viet Ta, Linh Thi Hoai Nguyen
    Springer Singapore, 2024. (open access)