Roman Bauer

According to our database, Roman Bauer authored at least 24 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Parameter-Efficient Quality Estimation via Frozen Recursive Models.

Umar Abubacar, Roman Bauer, Diptesh Kanojia

CoRR, March, 2026

2025

Evolving Excellence: Automated Optimization of LLM-based Agents.

Paul Brookes, Vardan Voskanyan, Rafail Giavrimis, Matthew Truscott, Mina Ilieva, Chrystalla Pavlou, Alexandru Staicu, Manal Adham, Will Evers-Hood, Jingzhi Gong, Kejia Zhang, Matvey Fedoseev, Vishal Sharma, Roman Bauer, Zheng Wang, Hema Nair, Wei Jie, Tianhua Xu, Aurora Constantin, Leslie Kanthan, Michail Basios

CoRR, December, 2025

Applied Antifragility in Natural Systems - From Principles to Applications

Cristian Axenie, Roman Bauer, Oliver López-Corona, Jeffrey West

Springer Briefs in Computer Science, Springer, ISBN: 978-3-031-90390-8, 2025

Skin in the game: a review of computational models of the skin.

Seda Ceylan, Didem Demir, Cayla Harris, Semih Latif Ipek, Vasileios Vavourakis, Marco Manca, Sandrine Dubrac, Roman Bauer

BioData Min., 2025

Exploring Structural Brain Connectivity in Term and Preterm Infants with Explainable AI and Fuzzy Logic.

Katherine Birch, Alberto Durán-López, Daniel Bolaños-Martinez, Chandresh Pravin, María Bermúdez-Edo, Roman Bauer, Suparna De

MAI-XAI@ECAI, 2025

Agent-Based Modelling of Retinal Development.

Cayla Harris, Umar Abubacar, Ryan Bournes, Tameem Adel, Alireza Tamaddoni-Nezhad, Roman Bauer

Proceedings of the Bioinformatics and Biomedical Engineering, 2025

Artemis AI: Multi-LLM Framework for Code Optimisation.

Rafail Giavrimis, Michail Basios, Fan Wu, Leslie Kanthan, Roman Bauer

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Numerical-Symbolic Learning from Biomedical Data.

Daniel Cyrus, Dany Varghese, Roman Bauer, Alireza Tamaddoni-Nezhad

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

2024

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

Tobias Duswald, Lukas Breitwieser, Thomas Thorne, Barbara I. Wohlmuth, Roman Bauer

CoRR, 2024

2023

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

Nicolò Cogno, Cristian Axenie, Roman Bauer, Vasileios Vavourakis

CoRR, 2023

Few-Shot Learning of Diagnostic Rules for Neurodegenerative Diseases Using Inductive Logic Programming.

Dany Varghese, Roman Bauer, Alireza Tamaddoni-Nezhad

Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

2022

A 3D Agent-Based Model of Lung Fibrosis.

Nicolò Cogno, Roman Bauer, Marco Durante

Symmetry, 2022

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

Evangelos Chatzaroulas, Vytenis Sliogeris, Pedro Victori, Francesca M. Buffa, Sotiris Moschoyiannis, Roman Bauer

Symmetry, 2022

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

Lukas Breitwieser, Ahmad Hesam, Jean de Montigny, Vasileios Vavourakis, Alexandros Iosif, Jack Jennings, Marcus Kaiser, Marco Manca, Alberto Di Meglio, Zaid Al-Ars, Fons Rademakers, Onur Mutlu, Roman Bauer

Bioinform., 2022

2021

The Multiple Dimensions of Networks in Cancer: A Perspective.

Cristian Axenie, Roman Bauer, María Rodríguez Martínez

Symmetry, 2021

Human-Like Rule Learning from Images Using One-Shot Hypothesis Derivation.

Dany Varghese, Roman Bauer, Daniel Baxter-Beard, Stephen H. Muggleton, Alireza Tamaddoni-Nezhad

Proceedings of the Inductive Logic Programming - 30th International Conference, 2021

2020

A generative growth model for thalamocortical axonal branching in primary visual cortex.

Pegah Kassraian-Fard, Michael Pfeiffer, Roman Bauer

PLoS Comput. Biol., 2020

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

Lukas Breitwieser, Ahmad Hesam, Jean de Montigny, Vasileios Vavourakis, Alexandros Iosif, Jack Jennings, Marcus Kaiser, Marco Manca, Alberto Di Meglio, Zaid Al-Ars, Fons Rademakers, Onur Mutlu, Roman Bauer

CoRR, 2020

2018

An optimization approach for agent-based computational models of biological development.

Pablo González de Aledo, Andrey Vladimirov, Marco Manca, Jerry Baugh, Ryo Asai, Marcus Kaiser, Roman Bauer

Adv. Eng. Softw., 2018

2016

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

Lukas Breitwieser, Roman Bauer, Alberto Di Meglio, Leonard Johard, Marcus Kaiser, Marco Manca, Manuel Mazzara, Fons Rademakers, Max Talanov

CoRR, 2016

The BioDynaMo Project.

Roman Bauer, Lukas Breitwieser, Alberto Di Meglio, Leonard Johard, Marcus Kaiser, Marco Manca, Manuel Mazzara, Max Talanov

CoRR, 2016

2014

Developmental Self-Construction and -Configuration of Functional Neocortical Neuronal Networks.

Roman Bauer, Frédéric Zubler, Sabina S. Pfister, Andreas Hauri, Michael Pfeiffer, Dylan R. Muir, Rodney J. Douglas

PLoS Comput. Biol., 2014

2013

Self-construction and -configuration of functional neuronal networks.

Roman Bauer

PhD thesis, 2013

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

Frederic Zubler, Andreas Hauri, Sabina S. Pfister, Roman Bauer, John C. Anderson, Adrian M. Whatley, Rodney J. Douglas

PLoS Comput. Biol., 2013