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PyCSP: A Python package for the analysis and simplification of chemically reacting systems based on Computational Singular Perturbation

Computer physics communications, 2022-07, Vol.276, p.108364, Article 108364

Malpica Galassi, Riccardo

2022

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An adaptive time-integration scheme for stiff chemistry based on computational singular perturbation and artificial neural networks

Journal of computational physics, 2022-02, Vol.451, p.110875, Article 110875

2022

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An enhanced Sample-Partitioning Adaptive Reduced Chemistry method with a-priori error estimation

Combustion and flame, 2024-02, Vol.260, p.113221, Article 113221

2024

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A combined PCA-CSP solver for dimensionality and stiffness reduction in reacting flow simulations

Proceedings of the Combustion Institute, 2024, Vol.40 (1-4), p.105532, Article 105532

2024

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Family of Skeletal Reaction Mechanisms for Methane–Oxygen Combustion in Rocket Propulsion

Journal of propulsion and power, 2024-03, Vol.40 (2), p.303-319

2024

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Model-to-model Bayesian calibration of a Chemical Reactor Network for pollutant emission predictions of an ammonia-fuelled multistage combustor

International journal of hydrogen energy, 2024-01, Vol.49, p.586-601

2024

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Automated adaptive chemistry for Large Eddy Simulations of turbulent reacting flows

Combustion and flame, 2024-01, Vol.259, p.113136, Article 113136

2024

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Supervised Clustering for Optimal Sub-model Selection in Reactor-Based Models

Flow, turbulence and combustion, 2024-03, Vol.112 (3), p.931-955

2024

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Local combustion regime identification using machine learning

Combustion theory and modelling, 2022-01, Vol.26 (1), p.135-151

2022

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The spectral characterisation of reduced order models in chemical kinetic systems

Combustion theory and modelling, 2022-11, Vol.26 (7), p.1185-1216

2022

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Enhancements of the G-Scheme Framework

Flow, turbulence and combustion, 2018-12, Vol.101 (4), p.1023-1033

2018

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A multi-fidelity framework for developing digital twins of combustion systems from heterogeneous data: Application to ammonia combustion

Proceedings of the Combustion Institute, 2024, Vol.40 (1-4), p.105608, Article 105608

2024

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Chemical model reduction under uncertainty

Combustion and flame, 2017-05, Vol.179 (C), p.242-252

2017

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Investigation of the turbulent flame structure and topology at different Karlovitz numbers using the tangential stretching rate index

Combustion and flame, 2019-02, Vol.200, p.155-167

2019

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Uncertainty quantification analysis of Reynolds-averaged Navier–Stokes simulation of spray swirling jets undergoing vortex breakdown

International journal of spray and combustion dynamics, 2023-12, Vol.15 (4), p.218-236

2023

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Automated chemical kinetic mechanism simplification with minimal user expertise

Combustion and flame, 2018-11, Vol.197, p.439-448

2018

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Large Eddy Simulation on the Effects of Pressure on Syngas/Air Turbulent Nonpremixed Jet Flames

Combustion science and technology, 2020-10, Vol.192 (10), p.1963-1996

2020

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CSP-based chemical kinetics mechanisms simplification strategy for non-premixed combustion: An application to hybrid rocket propulsion

Combustion and flame, 2017-12, Vol.186, p.83-93

2017

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A STOKES NUMBER-BASED STOCHASTIC IMPROVEMENT FOR DISPERSION MODEL FOR LARGE EDDY SIMULATION

Atomization and sprays, 2023, Vol.33 (9), p.35-55

2023

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Analysis of Wall-flame Interaction in Laminar Non-premixed Combustion

Combustion science and technology, 2022-01, Vol.194 (2), p.337-350

2022

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Shoulder Rehabilitation Exercises With Kinematic Biofeedback After Arthroscopic Rotator Cuff Repair: Protocol for a New Integrated Rehabilitation Program

JMIR research protocols, 2023-03, Vol.12, p.e35757-e35757

2023

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A data-driven reduced-order model for stiff chemical kinetics using dynamics-informed training

Energy and AI, 2024-01, Vol.15 (C), p.100325, Article 100325

2024

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The role of low/high- temperature chemistry in computationally reproducing flame stabilization modes of hydrogen-fueled supersonic combustion

Combustion and flame, 2024-11, Vol.269, p.113711, Article 113711

2024

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The partially stirred reactor model for combustion closure in large eddy simulations: Physical principles, sub-models for the cell reacting fraction, and open challenges

Physics of fluids (1994), 2022-05, Vol.34 (5)

2022

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PyCSP: A Python package for the analysis and simplification of chemically reacting systems based on Computational Singular Perturbation

An adaptive time-integration scheme for stiff chemistry based on computational singular perturbation and artificial neural networks

An enhanced Sample-Partitioning Adaptive Reduced Chemistry method with a-priori error estimation

A combined PCA-CSP solver for dimensionality and stiffness reduction in reacting flow simulations

Family of Skeletal Reaction Mechanisms for Methane–Oxygen Combustion in Rocket Propulsion

Model-to-model Bayesian calibration of a Chemical Reactor Network for pollutant emission predictions of an ammonia-fuelled multistage combustor

Automated adaptive chemistry for Large Eddy Simulations of turbulent reacting flows

Supervised Clustering for Optimal Sub-model Selection in Reactor-Based Models

Local combustion regime identification using machine learning

The spectral characterisation of reduced order models in chemical kinetic systems

Enhancements of the G-Scheme Framework

A multi-fidelity framework for developing digital twins of combustion systems from heterogeneous data: Application to ammonia combustion

Chemical model reduction under uncertainty

Investigation of the turbulent flame structure and topology at different Karlovitz numbers using the tangential stretching rate index

Uncertainty quantification analysis of Reynolds-averaged Navier–Stokes simulation of spray swirling jets undergoing vortex breakdown

Automated chemical kinetic mechanism simplification with minimal user expertise

Large Eddy Simulation on the Effects of Pressure on Syngas/Air Turbulent Nonpremixed Jet Flames

CSP-based chemical kinetics mechanisms simplification strategy for non-premixed combustion: An application to hybrid rocket propulsion

A STOKES NUMBER-BASED STOCHASTIC IMPROVEMENT FOR DISPERSION MODEL FOR LARGE EDDY SIMULATION

Analysis of Wall-flame Interaction in Laminar Non-premixed Combustion

Shoulder Rehabilitation Exercises With Kinematic Biofeedback After Arthroscopic Rotator Cuff Repair: Protocol for a New Integrated Rehabilitation Program

Prognostic and Predictive Role of Body Composition in Metastatic Neuroendocrine Tumor Patients Treated with Everolimus: A Real-World Data Analysis

A data-driven reduced-order model for stiff chemical kinetics using dynamics-informed training

The role of low/high- temperature chemistry in computationally reproducing flame stabilization modes of hydrogen-fueled supersonic combustion

The partially stirred reactor model for combustion closure in large eddy simulations: Physical principles, sub-models for the cell reacting fraction, and open challenges

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