• Richard Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, Linda Petzold (2020) Epidemiological modeling in StochSS Live!, 2021, Bioinformatics btab061


  • Richard Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander and Linda R Petzold, Accelerated Regression-Based Summary Statistic for Discrete Stochastic Systems via Approximate Simulations, 2020 (submitted)
  • Adrien Coulier and Andreas Hellander (2020), A multiscale compartment-based model of stochastic gene regulatory networks using hitting-time analysis (submitted)
  • Prashant Singh, Fredrik Wrede, Andreas Hellander (2020) Scalable machine learning-assisted model exploration and inference using Sciope, Bioinformatics, btaa673.
  • Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander, Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation, ArXiv preprint.
  • Oliver Stein, Ben Blamey, Johan Karlsson, Alan Sabirsh, Ola Spjuth, Andreas Hellander, Salman Toor (2020) Smart Resource Management for Data Streaming using an Online Bin-packing Strategy, ArXiv preprint.
  • Ben Blamey, Salman Toor, Martin Dahlö, Håkan Wieslander, Philip J Harrison, Ida-Maria Sintorn, Alan Sabirsh, Carolina Wählby, Ola Spjuth, Andreas Hellander, Rapid development of cloud-native intelligent data pipelines for scientific data streams using the HASTE Toolkit, Gigascience (to appear)  BioRxiv preprint.
  • Philip John Harrison, Håkan Wieslander, Alan Sabirsh, Johan Karlsson, Victor Malmsjö, Andreas Hellander, Carolina Wählby, Ola Spjuth, Deep learning models for lipid-nanoparticle-based drug delivery, BioRxiv preprint.
  • S. Mathias, A. Coulier, A. Bouchnita, A. Hellander (2020), Impact of force functions on the numerical simulation of centre-based models, Bulletin of Mathematical Biology (to appear) BioRxiv preprint.
  • A. Bouchnita, V. Volpert, M.J. Koury, A. Hellander (2020) A multiscale model to design therapeutic strategies that overcome drug resistance in multiple myeloma, Mathematical Biosciences, 319, pp. 108293.



  • P. Singh and  A. Hellander (2018), Multi-objective optimization driven construction of uniform priors for likelihood-free parameter inference, EUROSIS , 2018. p. 22-27.