Neuro-Mechanistic Modeling — News & Publications https://mosi.uni-saarland.de/feeds/ Combined feed of Neuro-Mechanistic Modeling news posts and publication entries. Hugoen-us [Publication] Assay-Based Machine Learning: Rethinking Evaluation in Drug Discovery https://mosi.uni-saarland.de/publications/gross-assay-based-machine-learning-rethinking-2026/ Sun, 01 Nov 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/gross-assay-based-machine-learning-rethinking-2026/ Publication [Publication] How PC-based Methods Err: Towards Better Reporting of Assumption Violations and Small Sample Errors https://mosi.uni-saarland.de/publications/faltenbacher-how-pc-based-methods-err-2026/ Sat, 01 Aug 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/faltenbacher-how-pc-based-methods-err-2026/ Publication [Publication] Chaotic and complex dynamics expose the limits of counterfactual reasoning https://mosi.uni-saarland.de/publications/aalaila-chaotic-and-complex-dynamics-2026/ Mon, 01 Jun 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/aalaila-chaotic-and-complex-dynamics-2026/ Publication [Publication] Evaluation beyond goodness of fit: Quantifying biophysical alignment of AI models for kinase-centric drug discovery https://mosi.uni-saarland.de/publications/gross-evaluation-beyond-goodness-of-2026/ Mon, 01 Jun 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/gross-evaluation-beyond-goodness-of-2026/ Publication [Publication] Per-Domain Generalizing Policies: On Learning Efficient and Robust Q-Value Functions https://mosi.uni-saarland.de/publications/muller-per-domain-generalizing-policies-on-2026/ Mon, 01 Jun 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/muller-per-domain-generalizing-policies-on-2026/ Publication [Publication] Causal inference on process graphs: Causal structure and effect identification https://mosi.uni-saarland.de/publications/reiter-causal-inference-on-process-2026/ Fri, 01 May 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/reiter-causal-inference-on-process-2026/ Publication [Publication] AI CHAOS! 2nd Workshop on the Challenges for Human Oversight of AI Systems https://mosi.uni-saarland.de/publications/khadar-aichaos-2-nd-workshop-2026/ Wed, 01 Apr 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/khadar-aichaos-2-nd-workshop-2026/ Publication [Publication] Customkinfraglib: Filtering the kinase-focused fragmentation library https://mosi.uni-saarland.de/publications/linhkramer-customkinfraglib-filtering-the-kinase-focused-2026/ Sun, 01 Mar 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/linhkramer-customkinfraglib-filtering-the-kinase-focused-2026/ Publication [Publication] B-cos GNNs: Faithful Explanations through Dynamic Linearity https://mosi.uni-saarland.de/publications/gross-b-cos-gn-ns-faithful-explanations-2026/ Thu, 01 Jan 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/gross-b-cos-gn-ns-faithful-explanations-2026/ Publication [Publication] PGTG: Procedurally Generated Grid-Based Traffic Gym https://mosi.uni-saarland.de/publications/meyer-pgtg-procedurally-generated-grid-based-2026/ Thu, 01 Jan 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/meyer-pgtg-procedurally-generated-grid-based-2026/ Publication [Publication] Toward a General Framework for Evaluating Per-Domain Generalization Using LLMs, Theorem Provers, and Statistical Model Checking https://mosi.uni-saarland.de/publications/muller-toward-a-general-framework-2026/ Thu, 01 Jan 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/muller-toward-a-general-framework-2026/ Publication [Publication] Utilitarismus und das Problem kollektiven Handelns https://mosi.uni-saarland.de/publications/baum-utilitarismus-und-das-problem-2026/ Thu, 01 Jan 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/baum-utilitarismus-und-das-problem-2026/ Publication [Publication] What are AI systems? Rethinking the core definition in the EU AI Act https://mosi.uni-saarland.de/publications/meinel-what-are-ai-systems-2026/ Thu, 01 Jan 2026 00:00:00 +0000 https://mosi.uni-saarland.de/publications/meinel-what-are-ai-systems-2026/ Publication [Publication] Learning Per-Domain Generalizing Policies Using Offline Reinforcement Learning https://mosi.uni-saarland.de/publications/muller-learning-per-domain-generalizing-policies-2025/ Sat, 01 Nov 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/muller-learning-per-domain-generalizing-policies-2025/ Publication [Publication] The Journey of Data: Lessons Learned in Modeling Kinase Affinity, Selectivity, and Resistance [Article v1. 0] https://mosi.uni-saarland.de/publications/castro-the-journey-of-data-2025/ Sat, 01 Nov 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/castro-the-journey-of-data-2025/ Publication [Publication] PyDSMC: Statistical Model Checking for Neural Agents Using the Gymnasium Interface https://mosi.uni-saarland.de/publications/gros-py-dsmc-statistical-model-checking-2025/ Wed, 01 Oct 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/gros-py-dsmc-statistical-model-checking-2025/ Publication [Publication] Visual Analysis of Action Policy Behavior: A Case Study in Grid-World Driving https://mosi.uni-saarland.de/publications/gros-visual-analysis-of-action-2025/ Wed, 01 Oct 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/gros-visual-analysis-of-action-2025/ Publication [Publication] Outcomes Addressed by Whole-Body Electromyostimulation Trials in Sportspeople and Athletes—An Evidence Map Summarizing and Categorizing Current Findings https://mosi.uni-saarland.de/publications/reinhardt-outcomes-addressed-by-whole-body-2025/ Mon, 01 Sep 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/reinhardt-outcomes-addressed-by-whole-body-2025/ Publication [Publication] Using Action-Policy Testing in RL to Reduce the Number of Bugs https://mosi.uni-saarland.de/publications/eniser-using-action-policy-testing-in-2025/ Fri, 01 Aug 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/eniser-using-action-policy-testing-in-2025/ Publication [Publication] Sortability of Time Series Data https://mosi.uni-saarland.de/publications/lohse-sortability-of-time-series-2025/ Tue, 01 Jul 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/lohse-sortability-of-time-series-2025/ Publication [Publication] Structural Causal Bottleneck Models https://mosi.uni-saarland.de/publications/bing-structural-causal-bottleneck-models-2025/ Sun, 01 Jun 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/bing-structural-causal-bottleneck-models-2025/ Publication [Publication] Reference values for static posturography of sportive and healthy adults aged 18-30 years https://mosi.uni-saarland.de/publications/becker-reference-values-for-static-2025/ Tue, 01 Apr 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/becker-reference-values-for-static-2025/ Publication [Publication] Influence of WB-EMS on strength endurance parameters and subjectively perceived back pain: A multicentre study https://mosi.uni-saarland.de/publications/berger-influence-of-wbems-on-2025/ Sat, 01 Mar 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/berger-influence-of-wbems-on-2025/ Publication [Publication] A Roadmap for Responsible Robotics: Promoting Human Agency and Collaborative Efforts https://mosi.uni-saarland.de/publications/araizaillan-a-roadmap-for-responsible-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/araizaillan-a-roadmap-for-responsible-2025/ Publication [Publication] Aggregation Problems in Machine Ethics and AI Alignment https://mosi.uni-saarland.de/publications/baum-aggregation-problems-in-machine-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/baum-aggregation-problems-in-machine-2025/ Publication [Publication] Bridging the Gap Between AI Planning and Reinforcement Learning https://mosi.uni-saarland.de/publications/ajanovi-bridging-the-gap-between-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/ajanovi-bridging-the-gap-between-2025/ Publication [Publication] Disentangling AI Alignment: A Structured Taxonomy Beyond Safety and Ethics https://mosi.uni-saarland.de/publications/baum-disentangling-ai-alignment-a-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/baum-disentangling-ai-alignment-a-2025/ Publication [Publication] How do we assess the trustworthiness of AI? Introducing the trustworthiness assessment model (TrAM) https://mosi.uni-saarland.de/publications/schlicker-how-do-we-assess-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/schlicker-how-do-we-assess-2025/ Publication [Publication] Justifications for Democratizing AI Alignment and Their Prospects https://mosi.uni-saarland.de/publications/baum-justifications-for-democratizing-ai-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/baum-justifications-for-democratizing-ai-2025/ Publication [Publication] Let’s Talk AI with philosophy and computer science expert Kevin Baum https://mosi.uni-saarland.de/publications/baum-lets-talk-ai-with-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/baum-lets-talk-ai-with-2025/ Publication [Publication] On the Complexities of Testing for Compliance with Human Oversight Requirements in AI Regulation https://mosi.uni-saarland.de/publications/langer-on-the-complexities-of-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/langer-on-the-complexities-of-2025/ Publication [Publication] Per-Domain Generalizing Policies: On Validation Instances and Scaling Behavior https://mosi.uni-saarland.de/publications/gros-per-domain-generalizing-policies-on-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/gros-per-domain-generalizing-policies-on-2025/ Publication [Publication] Responsible and Trusted AI: An Interdisciplinary Perspective (2025) https://mosi.uni-saarland.de/publications/kerstan-responsible-and-trusted-ai-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/kerstan-responsible-and-trusted-ai-2025/ Publication [Publication] Separation-Based Distance Measures for Causal Graphs https://mosi.uni-saarland.de/publications/wahl-separation-based-distance-measures-for-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/wahl-separation-based-distance-measures-for-2025/ Publication [Publication] The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications https://mosi.uni-saarland.de/publications/brouillard-the-landscape-of-causal-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/brouillard-the-landscape-of-causal-2025/ Publication [Publication] Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery https://mosi.uni-saarland.de/publications/herman-unitless-unrestricted-markov-consistent-scm-2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://mosi.uni-saarland.de/publications/herman-unitless-unrestricted-markov-consistent-scm-2025/ Publication [Publication] Counterfactual Explanations for MITL Violations https://mosi.uni-saarland.de/publications/finkbeiner-counterfactual-explanations-for-mitl-2024/ Sun, 01 Dec 2024 00:00:00 +0000 https://mosi.uni-saarland.de/publications/finkbeiner-counterfactual-explanations-for-mitl-2024/ Publication [Publication] Effects of a symptom-titrated exercise program on fatigue and quality of life in people with post-COVID condition–a randomized controlled trial https://mosi.uni-saarland.de/publications/barz-effects-of-a-symptom-titrated-2024/ Sun, 01 Dec 2024 00:00:00 +0000 https://mosi.uni-saarland.de/publications/barz-effects-of-a-symptom-titrated-2024/ Publication [Publication] MARS: Multi-sample Allocation through Russian roulette and Splitting https://mosi.uni-saarland.de/publications/meyer-mars-multi-sample-allocation-through-2024/ Sun, 01 Dec 2024 00:00:00 +0000 https://mosi.uni-saarland.de/publications/meyer-mars-multi-sample-allocation-through-2024/ Publication [Publication] Responsible and Trusted AI: An Interdisciplinary Perspective https://mosi.uni-saarland.de/publications/helfer-responsible-and-trusted-ai-2024/ Sun, 01 Dec 2024 00:00:00 +0000 https://mosi.uni-saarland.de/publications/helfer-responsible-and-trusted-ai-2024/ Publication