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Dimitrios G. Patsatzis

Observed names: Dimitrios G. Patsatzis, Dimitrios Patsatzis, Dimitris G. Patsatzis, Patsatzis, D. G., Patsatzis, Dimitrios G., Patsatzis, Dimitris, Πατσατζής, Δημήτρης
ORCID: 0000-0001-9840-0018
Observed ORCID: 0000-0001-9840-0018
OpenAlex ID: A5050060748
Data-driven control of agent-based models: An Equation/Variable-free machine learning approach
2023 · Dimitrios G. Patsatzis, Lucia Russo, et al. · Journal of Computational Physics · 31
A new Michaelis-Menten equation valid everywhere multi-scale dynamics prevails
2019 · Dimitris G. Patsatzis, Dimitris A. Goussis · Mathematical Biosciences · 28
Asymptotic Analysis of a Target-Mediated Drug Disposition Model: Algorithmic and Traditional Approaches
2016 · Dimitris G. Patsatzis, Dimitris T. Maris, et al. · Bulletin of Mathematical Biology · 23
GoRINNs: Godunov-Riemann informed neural networks for learning hyperbolic conservation laws
2025 · Dimitrios G. Patsatzis, Mario di Bernardo, et al. · Journal of Computational Physics · 20
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Computational singular perturbation analysis of brain lactate metabolism
2019 · Dimitris G. Patsatzis, Efstathios-Al. Tingas, et al. · PLoS ONE · 20
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Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning
2024 · Dimitrios Patsatzis, Gianluca Fabiani, et al. · SIAM Journal on Scientific Computing · 19
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NH3 vs. CH4 autoignition: A comparison of chemical dynamics
2021 · Dimitris M. Manias, Dimitris G. Patsatzis, et al. · Combustion Theory and Modelling · 18
Slow Invariant Manifolds of Fast-Slow Systems of ODEs with Physics-Informed Neural Networks
2024 · Dimitrios G. Patsatzis, Lucia Russo, et al. · SIAM Journal on Applied Dynamical Systems · 11
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Algorithmic criteria for the validity of quasi-steady state and partial equilibrium models: the Michaelis–Menten reaction mechanism
2023 · Dimitris G. Patsatzis, Dimitris A. Goussis · Journal of Mathematical Biology · 11
Learning the latent dynamics of fluid flows from high-fidelity numerical simulations using parsimonious diffusion maps
2024 · Alessandro Della Pia, Dimitrios G. Patsatzis, et al. · Physics of Fluids · 8
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Surrogate normal-forms for the numerical bifurcation and stability analysis of Navier-Stokes flows via machine learning
2026 · Alessandro Della Pia, Dimitrios G. Patsatzis, et al. · Communications in Nonlinear Science and Numerical Simulation · 6
Algorithmic asymptotic analysis: Extending the arsenal of cancer immunology modeling
2021 · Dimitrios G. Patsatzis · Journal of Theoretical Biology · 6
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Elucidating reaction dynamics in a model of human brain energy metabolism
2025 · Dimitrios G. Patsatzis, Efstathios-Al. Tingas, et al. · PLoS Computational Biology · 5
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Modelling the Transmission of Coxiella burnetii within a UK Dairy Herd: Investigating the Interconnected Relationship between the Parturition Cycle and Environment Contamination
2022 · Dimitrios G. Patsatzis, Nick Wheelhouse, et al. · Veterinary Sciences · 5
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Algorithmic multiscale analysis for the FcRn mediated regulation of antibody PK in human
2022 · Dimitris G. Patsatzis, Shengjia Wu, et al. · Scientific Reports · 5
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Next generation equation-free multiscale modelling of crowd dynamics via machine learning
2026 · Hector Vargas Alvarez, Dimitrios G. Patsatzis, et al. · Journal of Computational Physics · 3
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On the relation of the COVID-19 reproduction number to the explosive timescales: the case of Italy
2021 · Patsatzis, Dimitrios G. · arXiv (Cornell University) · 3
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Mechanistic Understanding of Pandemic Dynamics: A Multiscale Algorithmic Framework
2026 · Dimitris M. Manias, Dimitris G. Patsatzis, et al. · Life
RANDSMAPs: Random-Feature/multi-Scale Neural Decoders with Mass Preservation
2026 · Patsatzis, Dimitrios G., Della Pia, Alessandro, et al. · arXiv (Cornell University)
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From Periodic to Chaotic Regime: Nonlinear Manifold Learning of Fluidic Pinball Dynamics
2026 · Alessandro Della Pia, Dimitrios Patsatzis, et al. · Lecture notes in mechanical engineering
Invariant Manifolds of Discrete-time Dynamical Systems with Nonlinear Exosystems via Hybrid Physics-Informed Neural Networks
2025 · Patsatzis, Dimitrios G., Kazantzis, Nikolaos, et al. · arXiv (Cornell University)
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Ασυμπτωτική ανάλυση βιολογικών μηχανισμών Michaelis-Menten και ενεργειακού μεταβολισμού στον εγκέφαλο
2019 · Dimitrios Patsatzis, Δημήτριος Πατσατζής
Works count: 27
Citation count: 222
H-index: 9
I10-index: 9
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