Research Explorer

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Researcher

Kristian Gonzalez Barman

Publications & Research Data

Awards & Distinctions

19 Results

2025

Dating apps and the right to an explanation

Bouke De VriesKristian Gonzalez Barman

A1 Journal Article in JOURNAL OF APPLIED PHILOSOPHY

Distinctively mathematical explanations of game outcomes

Kristian Gonzalez Barman

A1 Journal Article in BRITISH JOURNAL FOR THE PHILOSOPHY OF SCIENCE

Fortifying trust : can computational reliabilism overcome adversarial attacks?

Pawel PawlowskiKristian Gonzalez Barman

A2 Journal Article in PHILOSOPHY & TECHNOLOGY

Is automated discovery expanding human understanding? On the role of machine learning in the increase of scientific understanding

Kristian Gonzalez Barman

A1 Journal Article in JOURNAL FOR GENERAL PHILOSOPHY OF SCIENCE

Large physics models : towards a collaborative approach with large language models and foundation models

Kristian Gonzalez BarmanSascha CaronEmily SullivanHenk W. de RegtRoberto Ruiz de AustriMieke BoonMichael FärberStefan FröseTobias GollingLuis G. Lopez et al.

A1 Journal Article in EUROPEAN PHYSICAL JOURNAL C

Reframing the responsibility gap in medical artificial intelligence : insights from causal selection and authorship attribution

Kristian Gonzalez BarmanPawel PawlowskiJasper Debrabander

A1 Journal Article in JOURNAL OF MEDICAL ETHICS

Reinforcement learning from human feedback in LLMs : whose culture, whose values, whose perspectives?

Kristian Gonzalez BarmanSimon LohseHenk W. de Regt

A2 Journal Article in PHILOSOPHY & TECHNOLOGY

2024

Beyond transparency and explainability : on the need for adequate and contextualized user guidelines for LLM use

Kristian Gonzalez BarmanNathan WoodPawel Pawlowski

A1 Journal Article in ETHICS AND INFORMATION TECHNOLOGY

Distinctively generic explanations of physical facts

Erik WeberKristian Gonzalez BarmanThijs De Coninck

A1 Journal Article in SYNTHESE

Technology-driven causal inference : prospects and challenges

Dingmar van EckKristian Gonzalez Barman

Bookchapter in The Routledge handbook of causality and causal methods

Towards a benchmark for scientific understanding in humans and machines

Kristian Gonzalez BarmanSascha CaronTom ClaassenHenk de Regt

A1 Journal Article in MINDS AND MACHINES

2023

Accident Causation Models : the good the bad and the ugly

Kristian Gonzalez Barman

A1 Journal Article in ENGINEERING STUDIES

Explanation in the engineering sciences : IBE, causal modelling, and (fictional) mechanisms in failure analysis and safety science

Kristian Campbell Gonzalez BarmanErik WeberDingmar van Eck

Exploring the epistemic and ontic conceptions of Models and Idealizations in Science

Kristian Gonzalez Barman

2022

Fictional mechanism explanations : clarifying explanatory holes in engineering science

Kristian Gonzalez Barman

A1 Journal Article in EUROPEAN JOURNAL FOR PHILOSOPHY OF SCIENCE

Procedure for assessing the quality of explanations in failure analysis

Kristian Gonzalez Barman

A1 Journal Article in AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Thinking about laws in political science (and beyond)

Erik WeberKarina MakhnevBert LeuridanKristian Gonzalez BarmanThijs De Coninck

A1 Journal Article in JOURNAL FOR THE THEORY OF SOCIAL BEHAVIOUR

2021

Quantum mechanical atom models, legitimate explanations and mechanisms

Erik WeberMerel LefevereKristian Gonzalez Barman

A1 Journal Article in FOUNDATIONS OF CHEMISTRY

2020

IBE in engineering science : the case of malfunction explanation

Kristian Gonzalez BarmanDingmar van Eck

A1 Journal Article in EUROPEAN JOURNAL FOR PHILOSOPHY OF SCIENCE