A Mathematical Model to Study the Dynamics of Epithelial Cellular Networks. - Alessandro Abate; Stéphane Vincent; Roel Dobbe; Alberto Silletti; Neal Master; Jeffrey D. Axelrod; Claire J. Tomlin (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems. - Roel Dobbe; Young Hwan Chang; James Korkola; Joe W. Gray; Claire J. Tomlin (ACC, 2015)

Retrieving common dynamics of gene regulatory networks under various perturbations. - Young Hwan Chang; Roel Dobbe; Palak Bhushan; Joe W. Gray; Claire J. Tomlin (CDC, 2015)

A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations. - Margaret P. Chapman; Tyler T. Risom; Anil Aswani; Roel Dobbe; Rosalie C. Sears; Claire J. Tomlin (CDC, 2016)

Real-Time Distribution Grid State Estimation with Limited Sensors and Load Forecasting. - Roel Dobbe; Daniel Arnold 001; Stephan Liu; Duncan S. Callaway; Claire J. Tomlin (ICCPS, 2016)

Event Detection and Localization in Distribution Grids with Phasor Measurement Units. - Omid Ardakanian; Ye Yuan 002; Roel Dobbe; Alexandra von Meier; Steven H. Low; Claire J. Tomlin (CoRR, 2016)

Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices. - Young Hwan Chang; Roel Dobbe; Palak Bhushan; Joe W. Gray; Claire J. Tomlin (IEEE ACM Trans. Comput. Biol. Bioinform., 2016)

Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. - Roel Dobbe; David Fridovich-Keil; Claire J. Tomlin (NIPS, 2017)

Blind Identification of Fully Observed Discrete-Time Linear Time-Varying Systems via Sparse Recovery. - Roel Dobbe; Stephan Liu; Ye Yuan 002; Claire J. Tomlin (CoRR, 2017)

Frequency Regulation in Hybrid Power Dynamics with Variable and Low Inertia due to Renewable Energy. - Patricia Hidalgo-Gonzalez; Duncan S. Callaway; Roel Dobbe; Rodrigo Henriquez-Auba; Claire J. Tomlin (CDC, 2018)

Forecasting-Based State Estimation for Three-Phase Distribution Systems with Limited Sensing. - Roel Dobbe; Werner van Westering; Stephan Liu; Daniel Arnold 001; Duncan S. Callaway; Claire J. Tomlin (CoRR, 2018)

Customized Local Differential Privacy for Multi-Agent Distributed Optimization. - Roel Dobbe; Ye Pu; Jingge Zhu; Kannan Ramchandran; Claire J. Tomlin (CoRR, 2018)

Data-Driven Decentralized Optimal Power Flow. - Roel Dobbe; Oscar Sondermeijer; David Fridovich-Keil; Daniel Arnold 001; Duncan S. Callaway; Claire J. Tomlin (CoRR, 2018)

A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics. - Roel Dobbe; Sarah Dean; Thomas Krendl Gilbert; Nitin Kohli (CoRR, 2018)

An Integrative Approach to Data-Driven Monitoring and Control of Electric Distribution Networks. - Roel Dobbe (2018)

Distributed Model Predictive Control for Autonomous Droop-Controlled Inverter-Based Microgrids. - Sean Anderson; Patricia Hidalgo-Gonzalez; Roel Dobbe; Claire J. Tomlin (CDC, 2019)

Blind identification of fully observed linear time-varying systems via sparse recovery. - Roel Dobbe; Stephan Liu; Ye Yuan 002; Claire J. Tomlin (Autom., 2019)

Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. - Oscar Sondermeijer; Roel Dobbe; Daniel Arnold 001; Claire J. Tomlin; Tamás Keviczky (CoRR, 2019)

On Identification of Distribution Grids. - Omid Ardakanian; Vincent W. S. Wong 001; Roel Dobbe; Steven H. Low; Alexandra von Meier; Claire J. Tomlin; Ye Yuan 002 (IEEE Trans. Control. Netw. Syst., 2019)

Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. - Roel Dobbe; Thomas Krendl Gilbert; Yonatan Mintz (AIES, 2020)

Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow. - Roel Dobbe; Ye Pu; Jingge Zhu; Kannan Ramchandran; Claire J. Tomlin (ISGT-Europe, 2020)

Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning. - Roel Dobbe; Oscar Sondermeijer; David Fridovich-Keil; Daniel Arnold 001; Duncan S. Callaway; Claire J. Tomlin (IEEE Trans. Smart Grid, 2020)

Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems. - Michael D. Sankur; Roel Dobbe; Alexandra von Meier; Daniel B. Arnold (IEEE Trans. Smart Grid, 2020)

Hard choices in artificial intelligence. - Roel Dobbe; Thomas Krendl Gilbert; Yonatan Mintz (Artif. Intell., 2021)

Dismantling Digital Cages: Examining Design Practices for Public Algorithmic Systems. - Sem Nouws; Marijn Janssen; Roel Dobbe (EGOV, 2022)

System Safety and Artificial Intelligence. - Roel Dobbe (FAccT, 2022)

Accountable AI for Healthcare IoT Systems. - Prachi Bagave; Marcus Westberg; Roel Dobbe; Marijn Janssen; Aaron Yi Ding (TPS-ISA, 2022)

Value Inference in Sociotechnical Systems. - Enrico Liscio; Roger Lera-Leri; Filippo Bistaffa; Roel I. J. Dobbe; Catholijn M. Jonker; Maite López-Sánchez; Juan A. Rodríguez-Aguilar; Pradeep K. Murukannaiah (AAMAS, 2023)

Diagnosing and Addressing Emergent Harms in the Design Process of Public AI and Algorithmic Systems. - Sem Nouws; Íñigo Martinez de Rituerto de Troya; Roel Dobbe; Marijn Janssen (DG.O, 2023)

Trustworthy AI Governance (panel). - Fredrik Heintz; Csaba Csáki; Flávia Bernardini; Roel Dobbe (EGOV-CeDEM-ePart-*, 2023)

Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. - Bogdana Rakova; Roel Dobbe (FAccT, 2023)

Inferring Values via Hybrid Intelligence. - Enrico Liscio; Roger Lera-Leri; Filippo Bistaffa; Roel I. J. Dobbe; Catholijn M. Jonker; Maite López-Sánchez; Juan A. Rodríguez-Aguilar; Pradeep K. Murukannaiah (HHAI, 2023)

Designing organizational control mechanisms for consequential AI systems: towards a situated methodology (poster). - Shan Amin; Sander Renes; Roel Dobbe (EGOV-CeDEM-ePart-*, 2024)

Algorithmic Fairness in Clinical Natural Language Processing: Challenges and Opportunities. - Daniel Anadria; Anastasia Giachanou; Jacqueline Kernahan; Roel Dobbe; Daniel L. Oberski (EWAF, 2024)

Extending Idioms for Bayesian Network Construction with Qualitative Constraints. - Annet Onnes; Mehdi Dastani; Roel Dobbe; Silja Renooij (IPMU (1), 2024)

A Review of Fairness Conceptualizations in Electrical Distribution Grid Congestion Management. - Eva de Winkel; Zofia Lukszo; Mark A. Neerincx; Roel Dobbe (ISGT EUROPE, 2024)

Data sufficient products: speculative design explorations for sustainable digital futures. - Mathijs Bodelier; Maria Luce Lupetti; Roel Dobbe; Lise Magnier (MindTrek, 2024)

Concrete Problems in AI Safety, Revisited. - Inioluwa Deborah Raji; Roel Dobbe (CoRR, 2024)

AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations. - Adam Dahlgren Lindström; Leila Methnani; Lea Krause; Petter Ericson; Íñigo Martinez de Rituerto de Troya; Dimitri Coelho Mollo; Roel Dobbe (CoRR, 2024)

From Silos to Systems: Process-Oriented Hazard Analysis for AI Systems. - Shalaleh Rismani; Roel Dobbe; AJung Moon (CoRR, 2024)

Integral system safety for machine learning in the public sector: An empirical account. - Jeroen Delfos; Anneke Zuiderwijk-van Eijk; Sander van Cranenburgh; Caspar G. Chorus; Roel I. J. Dobbe (Gov. Inf. Q., 2024)

Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management. - Bernd Dudzik; Jasper van der Waa; Pei-Yu Chen; Roel Dobbe; Inago M. D. R. de Troya; Roos M. Bakker; Maaike H. T. de Boer; Quirine T. S. Smit; Davide Dell'Anna; Emre Erdogan; Pinar Yolum; Shihan Wang 001; et al. (J. Artif. Intell. Res., 2024)

Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. - Roel Dobbe; Anouk Wolters (Minds Mach., 2024)

Correction to: Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. - Roel Dobbe; Anouk Wolters (Minds Mach., 2024)

Understanding the Affordances and Constraints of Explainable AI in Safety-Critical Contexts: A Case Study in Dutch Social Welfare. - Aleksander Buszydlik; Patrick Altmeyer; Roel Dobbe; Cynthia C. S. Liem (ePart, 2025)

Towards a system-theoretic approach to algorithmic (un)fairness. - Eva de Winkel; Jacqueline Kernahan; Roel Dobbe (EWAF, 2025)

Misabstraction in Sociotechnical Systems. - Íñigo Martinez de Rituerto de Troya; Jacqueline Kernahan; Neelke Doorn; Virginia Dignum; Roel Dobbe (FAccT, 2025)

AI Safety is Stuck in Technical Terms - A System Safety Response to the International AI Safety Report. - Roel Dobbe (CoRR, 2025)

From Data-Driven to Purpose-Driven Artificial Intelligence: Systems Thinking for Data-Analytic Automation of Patient Care. - Daniel Anadria; Roel Dobbe; Anastasia Giachanou; Ruurd Kuiper 002; Richard Bartels; Wouter van Amsterdam; Íñigo Martinez de Rituerto de Troya; Carmen Zürcher; Daniel L. Oberski (CoRR, 2025)

Helpful, harmless, honest? Sociotechnical limits of AI alignment and safety through Reinforcement Learning from Human Feedback. - Adam Dahlgren Lindström; Leila Methnani; Lea Krause; Petter Ericson; Íñigo Martinez de Rituerto de Troya; Dimitri Coelho Mollo; Roel Dobbe (Ethics Inf. Technol., 2025)