Andreas Hellander
Orcid: 0000-0001-7273-7923
According to our database1,
Andreas Hellander
authored at least 52 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on github.com
On csauthors.net:
Bibliography
2024
Data management of scientific applications in a reinforcement learning-based hierarchical storage system.
Expert Syst. Appl., March, 2024
2023
PLoS Comput. Biol., November, 2023
IEEE Trans. Knowl. Data Eng., June, 2023
CoRR, 2023
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
2022
Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation.
PLoS Comput. Biol., December, 2022
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods.
PLoS Comput. Biol., 2022
CoRR, 2022
Efficient Hierarchical Storage Management Framework Empowered by Reinforcement Learning.
CoRR, 2022
CBMOS: a GPU-enabled Python framework for the numerical study of center-based models.
BMC Bioinform., 2022
Robust and integrative Bayesian neural networks for likelihood-free parameter inference.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
2021
Approaches for containerized scientific workflows in cloud environments with applications in life science.
F1000Research, 2021
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators.
BMC Bioinform., 2021
Bioinform., 2021
2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Resource- and Message Size-Aware Scheduling of Stream Processing at the Edge with application to Realtime Microscopy.
CoRR, 2019
Smart computational exploration of stochastic gene regulatory network models using human-in-the-loop semi-supervised learning.
Bioinform., 2019
Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019
Apache Spark Streaming, Kafka and HarmonicIO: A Performance Benchmark and Architecture Comparison for Enterprise and Scientific Computing.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019
2018
CoRR, 2018
CoRR, 2018
BAMSI: a multi-cloud service for scalable distributed filtering of massive genome data.
BMC Bioinform., 2018
Proceedings of the 2018 Winter Simulation Conference, 2018
Orchestral: A Lightweight Framework for Parallel Simulations of Cell-Cell Communication.
Proceedings of the 14th IEEE International Conference on e-Science, 2018
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018
2017
Robustness Analysis of Spatiotemporal Models in the Presence of Extrinsic Fluctuations.
SIAM J. Appl. Math., 2017
Proceedings of the 2017 Winter Simulation Conference, 2017
SNIC Science Cloud (SSC): A National-Scale Cloud Infrastructure for Swedish Academia.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Proceedings of the CLOSER 2017, 2017
2016
SIAM J. Sci. Comput., 2016
MOLNs: A Cloud Platform for Interactive, Reproducible, and Scalable Spatial Stochastic Computational Experiments in Systems Biology Using PyURDME.
SIAM J. Sci. Comput., 2016
Stochastic Simulation Service: Bridging the Gap between the Computational Expert and the Biologist.
PLoS Comput. Biol., 2016
Mesoscopic Modeling of Stochastic Reaction-Diffusion Kinetics in the Subdiffusive Regime.
Multiscale Model. Simul., 2016
2014
Local error estimates for adaptive simulation of the reaction-diffusion master equation via operator splitting.
J. Comput. Phys., 2014
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
2013
Scientific Analysis by Queries in Extended SPARQL over a Scalable e-Science Data Store.
Proceedings of the 9th IEEE International Conference on eScience, 2013
2012
Coupled Mesoscopic and Microscopic Simulation of Stochastic Reaction-Diffusion Processes in Mixed Dimensions.
Multiscale Model. Simul., 2012
URDME: a modular framework for stochastic simulation of reaction-transport processes in complex geometries.
BMC Syst. Biol., 2012
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012
Abstractions for Scaling eScience Applications to Distributed Computing Environments - A StratUm Integration Case Study in Molecular Systems Biology.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012
2010
Incorporating Active Transport of Cellular Cargo in Stochastic Mesoscopic Models of Living Cells.
Multiscale Model. Simul., 2010
J. Comput. Phys., 2010
Bioinform., 2010
2009
SIAM J. Sci. Comput., 2009
2008
J. Sci. Comput., 2008
2007