Roman Bauer

Orcid: 0000-0002-7268-9359

Affiliations:
  • University of Surrey, School of Computer Science and Electronic Engineering, Guildford, UK
  • Newcastle University, Interdisciplinary Computing and Complex BioSystems Research Group, ICOS, Biosciences Institute, Newcastle upon Tyne, UK (2013-2020)
  • ETH Zurich, Zürich, Switzerland (PhD 2013)


According to our database1, Roman Bauer authored at least 16 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Calibration of stochastic, agent-based neuron growth models with Approximate Bayesian Computation.
CoRR, 2024

2023
Recipes for calibration and validation of agent-based models in cancer biomedicine.
CoRR, 2023

Few-Shot Learning of Diagnostic Rules for Neurodegenerative Diseases Using Inductive Logic Programming.
Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

2022
A 3D Agent-Based Model of Lung Fibrosis.
Symmetry, 2022

A Structural Characterisation of the Mitogen-Activated Protein Kinase Network in Cancer.
Symmetry, 2022

BioDynaMo: a modular platform for high-performance agent-based simulation.
Bioinform., 2022

2021
The Multiple Dimensions of Networks in Cancer: A Perspective.
Symmetry, 2021

Human-Like Rule Learning from Images Using One-Shot Hypothesis Derivation.
Proceedings of the Inductive Logic Programming - 30th International Conference, 2021

2020
A generative growth model for thalamocortical axonal branching in primary visual cortex.
PLoS Comput. Biol., 2020

BioDynaMo: an agent-based simulation platform for scalable computational biology research.
CoRR, 2020

2018
An optimization approach for agent-based computational models of biological development.
Adv. Eng. Softw., 2018

2016
The BioDynaMo Project: Creating a Platform for Large-Scale Reproducible Biological Simulations.
CoRR, 2016

The BioDynaMo Project.
CoRR, 2016

2014
Developmental Self-Construction and -Configuration of Functional Neocortical Neuronal Networks.
PLoS Comput. Biol., 2014

2013
Self-construction and -configuration of functional neuronal networks.
PhD thesis, 2013

Simulating Cortical Development as a Self Constructing Process: A Novel Multi-Scale Approach Combining Molecular and Physical Aspects.
PLoS Comput. Biol., 2013


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