Discovering governing equations from data by sparse identification of nonlinear dynamical systems

• Sparse identification of physically plausible aggregation kernels for wet granulation processes

  2026 Journal of Process Control article Engineering Control Systems and Identification Open access

  0

  citations
• Relaxation dynamics of a quantum spin coupled to a topological edge state

  2025 Physical review. B./Physical review. B article Physics and Astronomy Quantum and electron transport phenomena Open access

  0

  citations
• The mechanical and sensory signature of plant-based and animal meat

  2024 npj Science of Food article Agricultural and Biological Sciences Meat and Animal Product Quality Open access

  36

  citations
• Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models

  2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access

  3

  citations
• Context, Composition, Automation, and Communication: The C 2 AC Roadmap for Modeling and Simulation

  2024 ACM Transactions on Modeling and Computer Simulation article Decision Sciences Simulation Techniques and Applications

  19

  citations
• Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems

  2024 Extreme Mechanics Letters article Engineering Elasticity and Material Modeling Open access

  29

  citations
• Automated model discovery for human cardiac tissue: Discovering the best model and parameters

  2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

  46

  citations
• Learning the effective order of a hypergraph dynamical system

  2024 Science Advances article Physics and Astronomy Complex Network Analysis Techniques Open access

  15

  citations
• The mechanical and sensory signature of plant-based and animal meat

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access

  13

  citations
• Automated model discovery for human cardiac tissue: Discovering the best model and parameters

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Elasticity and Material Modeling Open access

  6

  citations
• Learning Interacting Theories from Data

  2023 Physical Review X article Computer Science Neural Networks and Applications Open access

  7

  citations
• Reduced order model with non-linear parameter optimization for hydrogen combustion engine control *

  2023 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Chemical Engineering Advanced Combustion Engine Technologies

  2

  citations
• A sparse regression approach for populating dark matter haloes and subhaloes with galaxies

  2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  2

  citations
• SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography

  2022 IEEE Transactions on Computational Imaging article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

  1

  citations
• A sparse regression approach to modelling the relation between galaxy stellar masses and their host haloes

  2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  8

  citations
• Actuation response model from sparse data for wall turbulence drag reduction

  2020 Physical Review Fluids article Engineering Fluid Dynamics and Turbulent Flows Open access

  25

  citations

16 results