Publications
Dissertations
PhD and Licentiate dissertations
MSc Theses
MSc-level theses written at the division
List of publications from the division of Systems and Control.
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RL-I2IT: Image-to-image translation with deep reinforcement learning
Part of Neural Networks, 2026
Article in journal
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Kullback-Leibler Divergence-Based Filter Design Against Bias Injection Attacks
Part of European Journal of Control, 2026
Article in journal
- DOI for Kullback-Leibler Divergence-Based Filter Design Against Bias Injection Attacks
- Download full text (pdf) of Kullback-Leibler Divergence-Based Filter Design Against Bias Injection Attacks
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Part of Machine Learning, 2026
Article in journal
- DOI for Temporal Graph Network Framework for Quantifying Pass Reception Probabilities Against Defensive Structures
- Download full text (pdf) of Temporal Graph Network Framework for Quantifying Pass Reception Probabilities Against Defensive Structures
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Adaptive Experiment Design for Nonlinear System Identification with Operational Constraints
Part of IEEE Signal Processing Letters, p. 151-155, 2026
Article in journal
- DOI for Adaptive Experiment Design for Nonlinear System Identification with Operational Constraints
- Download full text (pdf) of Adaptive Experiment Design for Nonlinear System Identification with Operational Constraints
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Target tracking using robust sensor motion control
Part of Signal Processing, 2026
Article in journal
- DOI for Target tracking using robust sensor motion control
- Download full text (pdf) of Target tracking using robust sensor motion control
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A Nonparametric Approach to Practical Identifiability of Nonlinear Mixed Effects Models
Part of Bulletin of Mathematical Biology, 2026
Article in journal
- DOI for A Nonparametric Approach to Practical Identifiability of Nonlinear Mixed Effects Models
- Download full text (pdf) of A Nonparametric Approach to Practical Identifiability of Nonlinear Mixed Effects Models
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Certified Inventory Control of Critical Resources
Part of Operations Research Letters, 2026
Article in journal
- DOI for Certified Inventory Control of Critical Resources
- Download full text (pdf) of Certified Inventory Control of Critical Resources
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Part of eClinicalMedicine, 2026
Article in journal
- DOI for Persistence to antihypertensive drug classes in uncomplicated hypertension: a nationwide Swedish cohort study
- Download full text (pdf) of Persistence to antihypertensive drug classes in uncomplicated hypertension: a nationwide Swedish cohort study
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Learning dynamics from input-output data with Hamiltonian Gaussian processes.
2026
Conference paper
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Is supervised learning really that different from un-supervised?
2026
Conference paper
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Part of Machine Learning, 2026
Article in journal
- DOI for A differentiable surrogate model for the generation of radio pulses from in-ice neutrino interactions
- Download full text (pdf) of A differentiable surrogate model for the generation of radio pulses from in-ice neutrino interactions
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Part of Machine Learning: Health, 2026
Article in journal
- DOI for A multi-source domain fine-tuning framework for deep generalization performance in physiological time series analysis
- Download full text (pdf) of A multi-source domain fine-tuning framework for deep generalization performance in physiological time series analysis
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Co-Designed Reflective and Leaky-Waveguide Low-Pass Filter for Superconducting Circuits
Part of IEEE transactions on microwave theory and techniques, p. 1708-1714, 2026
Article in journal
- DOI for Co-Designed Reflective and Leaky-Waveguide Low-Pass Filter for Superconducting Circuits
- Download full text (pdf) of Co-Designed Reflective and Leaky-Waveguide Low-Pass Filter for Superconducting Circuits
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Byzantine-robust federated learning with learnable aggregation weights
2026
Conference paper
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2026
Conference paper
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Fundamental limitations of sensitivity metrics for anomaly impact analysis in LTI systems
2026
Conference paper
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Structural identifiability in fractional-order networksâ
Part of IFAC Journal of Systems and Control, 2026
Article in journal
- DOI for Structural identifiability in fractional-order networksâ
- Download full text (pdf) of Structural identifiability in fractional-order networksâ
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Part of Communications Biology, 2026
Article in journal
- DOI for Growth rate-driven modelling suggests that phenotypic adaptation drives drug resistance in BRAFV600E-mutant melanoma
- Download full text (pdf) of Growth rate-driven modelling suggests that phenotypic adaptation drives drug resistance in BRAFV600E-mutant melanoma
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Efficiently computing the cyclic output-to-output gain
Part of Systems & control letters (Print), 2026
Article in journal
- DOI for Efficiently computing the cyclic output-to-output gain
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Part of Magnetic Resonance in Medicine, p. 3213-3226, 2026
Article in journal
- DOI for Toward Super-Resolution Reconstruction of Diffusion-Relaxation MRI Using Slice Excitation With Random Overlap (SERO)
- Download full text (pdf) of Toward Super-Resolution Reconstruction of Diffusion-Relaxation MRI Using Slice Excitation With Random Overlap (SERO)
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A parallel algorithm for generating Pareto-optimal radiosurgery treatment plans
Part of Medical Physics, 2026
Article in journal
- DOI for A parallel algorithm for generating Pareto-optimal radiosurgery treatment plans
- Download full text (pdf) of A parallel algorithm for generating Pareto-optimal radiosurgery treatment plans
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A deep learning ECG model for identification and localization of occlusion myocardial infarction
Part of Nature Communications, 2026
Article in journal
- DOI for A deep learning ECG model for identification and localization of occlusion myocardial infarction
- Download full text (pdf) of A deep learning ECG model for identification and localization of occlusion myocardial infarction
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Stable neural coding of heading across locomotory modes by the insect compass system
Part of Current Biology, p. 3405-3414, 2026
Article in journal
- DOI for Stable neural coding of heading across locomotory modes by the insect compass system
- Download full text (pdf) of Stable neural coding of heading across locomotory modes by the insect compass system
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Scalable and Optimal Security Allocation in Networks Against Stealthy Injection Attacks
Part of IEEE Transactions on Automatic Control, p. 3455-3462, 2026
Article in journal
- DOI for Scalable and Optimal Security Allocation in Networks Against Stealthy Injection Attacks
- Download full text (pdf) of Scalable and Optimal Security Allocation in Networks Against Stealthy Injection Attacks
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Part of Nature Machine Intelligence, p. 220-233, 2026
Article in journal
- DOI for Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals
- Download full text (pdf) of Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals
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Quantifying the impact of forestry practices on biodiversity using causal inference methods
2026
Conference paper
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Detecting Feedback-path Delay Injection Attacks Using Interacting Multiple Model Filtering
Part of 24th European Control Conference (ECC), p. 309-316, 2026
Conference paper
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Safe Corridor Motion Planning for Dynamic Pick and Place Applications
Part of IEEE Control Systems Letters, p. 1189-1194, 2026
Article in journal
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A practical introduction to ODE modelling in Stan for biological systems
Part of Mathematical Biosciences, 2026
Article in journal
- DOI for A practical introduction to ODE modelling in Stan for biological systems
- Download full text (pdf) of A practical introduction to ODE modelling in Stan for biological systems
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Secure Filtering against Spatio-Temporal False Data Attacks under Asynchronous Sampling
Part of IEEE Transactions on Automatic Control, p. 1-8, 2026
Article in journal
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Warm-starting active-set solvers using graph neural networks
Part of Proceedings of The 8th Annual Learning for Dynamics and Control Conference, 2026
Conference paper
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Modeling of Biodiversity Dynamics After Forest Clear-cutting by Plot Aggregation
2026
Report
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Deep networks for system identification: A survey
Part of Automatica, 2025
Article in journal
- DOI for Deep networks for system identification: A survey
- Download full text (pdf) of Deep networks for system identification: A survey
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Part of npj Digital Medicine, 2025
Article in journal
- DOI for Explainable AI associates ECG aging effects with increased cardiovascular risk in a longitudinal population study
- Download full text (pdf) of Explainable AI associates ECG aging effects with increased cardiovascular risk in a longitudinal population study
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Personalized Privacy Amplification via Importance Sampling
Part of Transactions on Machine Learning Research, 2025
Article in journal
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Penalized Likelihood Approach for Graph Learning in the Presence of Outliers
Part of IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, p. 187-200, 2025
Article in journal
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CellMCD plus: An improved outlier-resistant cellwise minimum covariance determinant method
Part of Statistics and Probability Letters, 2025
Article in journal
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Part of The Lancet Digital Health, 2025
Article in journal
- DOI for Artificial intelligence-enhanced electrocardiography for the identification of a sex-related cardiovascular risk continuum: a retrospective cohort study
- Download full text (pdf) of Artificial intelligence-enhanced electrocardiography for the identification of a sex-related cardiovascular risk continuum: a retrospective cohort study
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Part of IEEE Transactions on Information Forensics and Security, p. 2763-2777, 2025
Article in journal
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Outlier-Robust Multistatic Target Localization
Part of IEEE Signal Processing Letters, p. 1161-1165, 2025
Article in journal
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A minimal model of cognition based on oscillatory and current-based reinforcement processes
Part of Journal of the Royal Society Interface, 2025
Article in journal
- DOI for A minimal model of cognition based on oscillatory and current-based reinforcement processes
- Download full text (pdf) of A minimal model of cognition based on oscillatory and current-based reinforcement processes
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Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications
Part of IEEE Transactions on Signal Processing, p. 559-573, 2025
Article in journal
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Simulation-Aided Policy Tuning for Black-Box Robot Learning
Part of IEEE Transactions on robotics, p. 2533-2548, 2025
Article in journal
- DOI for Simulation-Aided Policy Tuning for Black-Box Robot Learning
- Download full text (pdf) of Simulation-Aided Policy Tuning for Black-Box Robot Learning
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Switching multiplicative watermark design against covert attacks
Part of Automatica, 2025
Article in journal
- DOI for Switching multiplicative watermark design against covert attacks
- Download full text (pdf) of Switching multiplicative watermark design against covert attacks
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Part of Journal of Theoretical Biology, 2025
Article in journal
- DOI for Simulations probe the role of space in the interplay between drug-sensitive and drug-resistant cancer cells
- Download full text (pdf) of Simulations probe the role of space in the interplay between drug-sensitive and drug-resistant cancer cells
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Real-Time Estimation and Defense of PV Inverter Sensor Attacks With Hardware Implementation
Part of IEEE Transactions on Industrial Electronics, p. 3228-3232, 2025
Article in journal
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MATLAB software for recursive identification of Wiener Systems: Revision 3
2025
Report
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Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction
Part of JCO Clinical Cancer Informatics, 2025
Article in journal
- DOI for Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction
- Download full text (pdf) of Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction
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Exploring the feasibility of olfactory brain-computer interfaces
Part of Scientific Reports, 2025
Article in journal
- DOI for Exploring the feasibility of olfactory brain-computer interfaces
- Download full text (pdf) of Exploring the feasibility of olfactory brain-computer interfaces
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On the impossibility of universally ethical AI
Part of Book of abstracts, p. 78-79, 2025
Conference paper
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Identifiability of phenotypic adaptation from low-cell-count experiments and a stochastic model
Part of PloS Computational Biology, 2025
Article in journal
- DOI for Identifiability of phenotypic adaptation from low-cell-count experiments and a stochastic model
- Download full text (pdf) of Identifiability of phenotypic adaptation from low-cell-count experiments and a stochastic model
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Automated explanation of machine learning models of footballing actions in words
Part of Journal of Sports Analytics, 2025
Article in journal
- DOI for Automated explanation of machine learning models of footballing actions in words
- Download full text (pdf) of Automated explanation of machine learning models of footballing actions in words
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Part of Astronomy and Astrophysics, 2025
Article in journal
- DOI for Probabilistic Zeeman-Doppler imaging of stellar magnetic fields: I. Analysis of τ Scorpii in the weak-field limit
- Download full text (pdf) of Probabilistic Zeeman-Doppler imaging of stellar magnetic fields: I. Analysis of τ Scorpii in the weak-field limit
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Mixtures of Ensembles: System Separation and Identification via Optimal Transport
Part of IEEE Control Systems Letters, p. 1646-1651, 2025
Article in journal
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Part of npj Computational Materials, 2025
Article in journal
- DOI for Navigating chemical design spaces for metal-ion batteries via machine-learning-guided phase-field simulations
- Download full text (pdf) of Navigating chemical design spaces for metal-ion batteries via machine-learning-guided phase-field simulations
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Part of Water Research, 2025
Article in journal
- DOI for Using a hybrid modelling approach for high time-resolution prediction of influent orthophosphate load in a water resource recovery facility
- Download full text (pdf) of Using a hybrid modelling approach for high time-resolution prediction of influent orthophosphate load in a water resource recovery facility
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Rättsliga hinder mot samverkan?: Juridik och ledningsfrågor vid doktorandsamverkan
2025
Report
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Underlätta samarbeten mellan företag och universitet
2025
Other
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Part of 2025 19TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION, EUCAP, 2025
Conference paper
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Learning incomplete factorization preconditioners for GMRES
Part of NORTHERN LIGHTS DEEP LEARNING CONFERENCE, 2025
Conference paper
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Practical Identifiability in a Viscoelastic Respiratory Model for Mechanical Ventilation
Part of Bulletin of Mathematical Biology, 2025
Article in journal
- DOI for Practical Identifiability in a Viscoelastic Respiratory Model for Mechanical Ventilation
- Download full text (pdf) of Practical Identifiability in a Viscoelastic Respiratory Model for Mechanical Ventilation
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Part of Journal of Mathematical Biology, 2025
Article in journal
- DOI for Reducing phenotype-structured partial differential equations models of cancer evolution to systems of ordinary differential equations: a generalised moment dynamics approach
- Download full text (pdf) of Reducing phenotype-structured partial differential equations models of cancer evolution to systems of ordinary differential equations: a generalised moment dynamics approach
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Dynamic gene regulatory network inference from single-cell data using optimal transport
Part of Bioinformatics, 2025
Article in journal
- DOI for Dynamic gene regulatory network inference from single-cell data using optimal transport
- Download full text (pdf) of Dynamic gene regulatory network inference from single-cell data using optimal transport
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Kernel Reformulation With Deep Constrained Least Squares for Blind Image Super-Resolution
Part of IEEE transactions on circuits and systems for video technology (Print), p. 7380-7394, 2025
Article in journal
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Maximum Likelihood Method for Received Signal Strength-Based Source Localization
Part of IEEE Transactions on Aerospace and Electronic Systems, p. 10889-10895, 2025
Article in journal
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Phenotypic heterogeneity in temporally fluctuating environments
Part of Physical Biology, 2025
Article in journal
- DOI for Phenotypic heterogeneity in temporally fluctuating environments
- Download full text (pdf) of Phenotypic heterogeneity in temporally fluctuating environments
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Part of Advanced Theory and Simulations, 2025
Article in journal
- DOI for The Frequency-Domain Lattice Boltzmann Method (FreqD-LBM): A Versatile Tool to Predict the QCM Response Induced by Structured Samples
- Download full text (pdf) of The Frequency-Domain Lattice Boltzmann Method (FreqD-LBM): A Versatile Tool to Predict the QCM Response Induced by Structured Samples
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Robust Direction-of-Arrival Estimation in the Presence of Outliers
Part of IEEE Transactions on Aerospace and Electronic Systems, p. 10921-10927, 2025
Article in journal
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Contrasting by Augmented Patient Electrocardiograms to Learn Representations for a Foundation Model
Part of Artificial Intelligence in Medicine, p. 202-206, 2025
Conference paper
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Taming diffusion models for image restoration: a review
Part of Philosophical Transactions. Series A, 2025
Article, review/survey
- DOI for Taming diffusion models for image restoration: a review
- Download full text (pdf) of Taming diffusion models for image restoration: a review
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Conditional sampling within generative diffusion models
Part of Philosophical Transactions. Series A, 2025
Article in journal
- DOI for Conditional sampling within generative diffusion models
- Download full text (pdf) of Conditional sampling within generative diffusion models
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Part of Energy Research & Social Science, 2025
Article in journal
- DOI for In the rhythm of the home: How does increased home occupancy affect residential electricity consumption?
- Download full text (pdf) of In the rhythm of the home: How does increased home occupancy affect residential electricity consumption?
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Safety and Optimality in Learning-Based Control at Low Computational Cost
Part of IEEE Transactions on Automatic Control, p. 7275-7286, 2025
Article in journal
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Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles
Part of 2025 IEEE Conference on Games (CoG), 2025
Conference paper
- DOI for Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles
- Download full text (pdf) of Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles
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Automated segmentation of synchrotron-scanned fossils
Part of Fossil Record, p. 103-114, 2025
Article in journal
- DOI for Automated segmentation of synchrotron-scanned fossils
- Download full text (pdf) of Automated segmentation of synchrotron-scanned fossils
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Conditioning diffusion models by explicit forward-backward bridging
Part of Proceedings of The 28th International Conference on Artificial Intelligence and Statistics, p. 3709-3717, 2025
Conference paper
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Data-Driven and Stealthy Deactivation of Safety Filters
Part of Proceedings of the 7th Annual Learning for Dynamics & Control Conference, p. 456-468, 2025
Conference paper
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Fiber Activation in Bipolar Deep Brain Stimulation: A Patient Case Study
Part of IFAC-PapersOnLine, p. 361-366, 2025
Article in journal
- DOI for Fiber Activation in Bipolar Deep Brain Stimulation: A Patient Case Study
- Download full text (pdf) of Fiber Activation in Bipolar Deep Brain Stimulation: A Patient Case Study
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Collision-Aware Formation Control of Nano-Quadrotors: Theory and Experiments
Part of 2025 IEEE INTERNATIONAL CONFERENCE ON OMNI-LAYER INTELLIGENT SYSTEMS, COINS, p. 238-243, 2025
Conference paper
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The Significance of Script Proportions in the Medieval Swedish Charter Script
Part of Arkiv för nordisk filologi, p. 135-162, 2025
Article in journal
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The cost of explainability in artificial intelligence-enhanced electrocardiogram models
Part of npj Digital Medicine, 2025
Article in journal
- DOI for The cost of explainability in artificial intelligence-enhanced electrocardiogram models
- Download full text (pdf) of The cost of explainability in artificial intelligence-enhanced electrocardiogram models
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Part of 2025 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS, CCTA, p. 163-170, 2025
Conference paper
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Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025
Part of Computers in Cardiology (CinC), 2025
Article in journal
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Kernel Learning with Adversarial Features: Numerical Efficiency and Adaptive Regularization
Part of Advances Neural Information Processing Systems, 2025
Article in journal
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Porosity predictions in additive manufacturing of Mg alloy WE43 using a Gaussian Process methodology
2025
Conference paper
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Optimization pipeline for in-ice radio neutrino detectors
Part of Proceedings of Fifth MODE Workshop on Differentiable Programming for Experiment Design PoS(MODE2025), 2025
Conference paper
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Safe Bayesian Optimization Across Noise Models via Scenario Programming
Part of IEEE Control Systems Letters, p. 3029-3034, 2025
Article in journal
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Learning dynamical systems with particle stochastic approximation EM
Part of Foundations of Data Science, p. 1089-1116, 2025
Article in journal
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Part of Bulletin of Mathematical Biology, 2025
Article in journal
- DOI for A bibliometric study on mathematical oncology: interdisciplinarity, internationality, collaboration and trending topics
- Download full text (pdf) of A bibliometric study on mathematical oncology: interdisciplinarity, internationality, collaboration and trending topics
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Security Metrics for Uncertain Interconnected Systems under Stealthy Data Injection Attacks
Part of IFAC-PapersOnLine, p. 169-174, 2025
Article in journal
- DOI for Security Metrics for Uncertain Interconnected Systems under Stealthy Data Injection Attacks
- Download full text (pdf) of Security Metrics for Uncertain Interconnected Systems under Stealthy Data Injection Attacks
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Minimal positive Markov realizations
Part of 2025 IEEE 64th Conference on Decision and Control (CDC), p. 858-863, 2025
Conference paper
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Part of Nuclear Technology, p. 2640-2654, 2025
Article in journal
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Part of Journal of Electrocardiology, 2025
Article in journal
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Part of Cell Reports Physical Science, 2025
Article in journal
- DOI for Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization
- Download full text (pdf) of Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization
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FRT: Flow-based Reconcile Transformer for Hierarchical Time Series
Part of PROCEEDINGS OF THE 31ST ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING V.2, KDD 2025, p. 4995-5006, 2025
Conference paper
- DOI for FRT: Flow-based Reconcile Transformer for Hierarchical Time Series
- Download full text (pdf) of FRT: Flow-based Reconcile Transformer for Hierarchical Time Series
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Part of Circulation, 2025
Article in journal
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Safe exploration in reproducing kernel Hilbert spaces
Part of International Conference on Artificial Intelligence and Statistics, 2025
Conference paper
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Efficient Optimization Algorithms for Linear Adversarial Training
Part of International Conference on Artificial Intelligence and Statistics, p. 1207-1215, 2025
Conference paper
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Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
Part of Transactions on Machine Learning Research, 2025
Article in journal
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Deep Learning Amplified Early Stopping Bias: Overestimating Performance on Small Datasets
Part of ICASSP 2025, 2025
Conference paper