Prashant Singh

Also affiliated with Science for Life Laboratory

Computer ScienceDecision SciencesMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 5 papers. Top paper: “Scalable machine learning-assisted model exploration and inference using Sciope”.

Scalable machine learning-assisted model exploration and inference using Sciope

Bioinformatics(2020)10.1093/bioinformatics/btaa673

N/A

0DataRank · unranked

9 citations

Fredrik Wrede, Andreas Hellander, Prashant Singh

Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2021)10.1109/tcbb.2021.3108695

N/A

0DataRank · unranked

8 citations

Prashant Singh, Fredrik Wrede, Andreas Hellander, Mattias Åkesson

A pipeline for systematic comparison of model levels and parameter inference settings applied to negative feedback gene regulation

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.05.16.444348

N/A

0DataRank · unranked

1 citations

Prashant Singh, Marc Sturrock, Andreas Hellander, Adrien Coulier

Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation

PLoS Computational Biology(2022)10.1371/journal.pcbi.1010683

N/A

0DataRank · unranked

3 citations

Prashant Singh, Marc Sturrock, Andreas Hellander, Adrien Coulier

Robust and integrative Bayesian neural networks for likelihood-free parameter inference

2022 International Joint Conference on Neural Networks (IJCNN)(2022)10.1109/ijcnn55064.2022.9892800

N/A

0DataRank · unranked

2 citations

Robin Eriksson, Richard Jiang, Linda Petzold, Stefan Engblom, Andreas Hellander +2 more