Featured Publications

A selection of highlighted research publications.

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Emergent E-I Structure in Performance-Evolved Reservoir Networks of Neuronal Population Dynamics featured image

Emergent E-I Structure in Performance-Evolved Reservoir Networks of Neuronal Population Dynamics

Performance-dependent network evolution is applied to Wilson-Cowan neuronal dynamics, revealing compact reservoirs that generalize well and recover interpretable …

Homeorhetic regulation of cellular phenotype featured image

Homeorhetic regulation of cellular phenotype

Study of homeorhetic regulation mechanisms in cellular phenotype dynamics.

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Evolution beats random chance: Performance-dependent network evolution for enhanced computational capacity featured image
Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data featured image

Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data

This study uses a data-driven approach to investigate how bifurcations can be learned from a few system response measurements.

Asymmetry in the Basin Stability of Oscillation Death States Under Variation of Environment-Oscillator Links featured image

Asymmetry in the Basin Stability of Oscillation Death States Under Variation of Environment-Oscillator Links

We explore the effect of a common external system, which may be considered as a common environment, on the oscillation death(OD) states of a group of Stuart–Landau(SL) oscillators. …

Complete list of publications
(2026). Emergent E-I Structure in Performance-Evolved Reservoir Networks of Neuronal Population Dynamics. arXiv:2603.13635 (2026). 🔥 Trending 🆕 New 📄 Preprint
(2026). Reservoir Computing for image classification. GAMMAS 8(1), 1-9 (2026). 🔥 Trending 🆕 New
(2025). Homeorhetic regulation of cellular phenotype. Biorxiv (2025).
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(2025). Data publishing in mechanics and dynamics: challenges, guidelines, and examples from engineering design. Data-Centric Eng., 6:e23, (2025).
(2025). The impact of AI on engineering design procedures for dynamical systems. TECH MECHANIK (2025).
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(2025). Evolution beats random chance: Performance-dependent network evolution for enhanced computational capacity. Yadav et al. Phys. Rev. E 111, 014320 (2025). 🔥 Trending
(2025). Denoising and reconstruction of nonlinear dynamics using truncated reservoir computing. Chaos, 35, 093103.
(2024). Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data. Nonlinear Dyn., 113, 5977-5990 (2024).
(2020). Asymmetry in the Basin Stability of Oscillation Death States Under Variation of Environment-Oscillator Links. Book Chapter (2020).
(2018). Environment-induced symmetry breaking of the oscillation-death state. Phys. Rev. E 98, 032223 (2018).
(2018). Revival of oscillations via common environment. Nonlinear Dyn. 91, 2457–2465.