2020

  • 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! (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 ToolkitBioRxiv 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.

2019

2018

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

2017

  • S. Toor, M. Lindberg, I. Fällman, A. Vallin, O. Mohill, P. Freyhult, L. Nilsson, M. Agback, L. Viklund, H. Zazzi, O. Spjuth, M. Capuccini, J. Moller, D. Murtagh and A. Hellander (2017).  SNIC Science Cloud (SSC): A National-scale Cloud Infrastructure for Swedish Academia, Proc. of the 13th IEEE international conference on eScience, 2017  (to appear).

2016

  • Marketa Kaucka, Evgeny Ivashkin, Daniel Gyllborg, Tomas Zikmund, Marketa Tesarova, Jozef Kaiser, Meng Xie, Julian Petersen, Vassilis Pachnis, Silvia K Nicolis , Tian Yu, Paul Sharpe, Ernest Arenas, Hjalmar Brismar, Hans Blom, Hans Clevers , Ueli Suter, Andrei S Chagin, Kaj Fried, Andreas Hellander and Igor Adameyko, (2016) Analysis of neural crest-derived clones reavals novel aspects of facial development, Science Advances 2(8). 

2015

2014

2013

2012

2011

2010

2009

2008