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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 |  | Lehninger, Philipp ; Elahi, Ardavan ; Schnöll, Daniel ; Jantsch, Axel ; Sauter, Thilo | Hardware-Efficient System State Detection for Embedded Condition Monitoring | Article Artikel    | May-2026 |
| 2 | | Bonek, Erik ; Bittner, Matthias ; Hauer, Daniel ; Wilker, Stefan ; Jantsch, Axel | Benchmarking Recurrent Neural Networks for Efficient Load Forecasting in Low-Voltage Grids | Inproceedings Konferenzbeitrag | 22-Feb-2026 |
| 3 |  | Timmer, Jan ; Elahi, Ardavan ; Lehninger, Philipp ; Jantsch, Axel | A Low-Resource Hardware Design for Bearing Fault Detection Using Support Vector Machines | Article Artikel | 20-Feb-2026 |
| 4 | | Hobeichi, Sanaa ; Curran, Declan ; Bittner, Matthias ; Isphording, Rachael N. ; White, Bethan A. ; Lisa V. Alexander ; Sun, Yue ; de Burgh-Day, Catherine | Applying a Standardized Benchmarking Framework to Evaluate AI Methods for Precipitation Downscaling over Australia | Article Artikel | 1-Jan-2026 |
| 5 |  | Stöger, Philipp | Interactive Multi-Agent Aggregation and Combination for Data Quality Assessment | Thesis Hochschulschrift | 2026 |
| 6 |  | Mohammad Hosseini, Ali | Architectural approaches for the integration of safety and security in I4.0 | Thesis Hochschulschrift | 2026 |
| 7 |  | Jahanjoo, Anice | Wearable stress and attention detection : bridging lab methods and real-world workplace monitoring | Thesis Hochschulschrift | 2026 |
| 8 |  | Gergelyi, Ádám | Synthetic data-driven training for graffiti detection in railway scenarios | Thesis Hochschulschrift | 2026 |
| 9 |  | Tayari, Hakim | Tiny deep reinforcement learning for compute constrained agents : solving the inverted pendulum problem on less than 520kB SRAM using skill-oriented autonomous real-world E2E deep reinforcement learning | Thesis Hochschulschrift | 2026 |
| 10 |  | Steinhauser, Moritz | Recurrent audio forecasting for active noise cancellation | Thesis Hochschulschrift | 2026 |
| 11 |  | Frey, Benedikt | Particle-based object-centric motion policy learning | Thesis Hochschulschrift | 2026 |
| 12 |  | Stanovcic, Sergej | Real-World Human-Robot Interaction Behavior Generation using Latent Diffusion Models | Thesis Hochschulschrift | 2026 |
| 13 |  | Pölzl, Paul | Study of Performance and Portability of a Scientific Code on Long Vector Architectures | Thesis Hochschulschrift | 2026 |
| 14 |  | Caka, Rigon | Generation of Synthetic Smart Meter Data: A Comparison of GAN Architectures | Thesis Hochschulschrift | 2026 |
| 15 |  | Töpfl, Christian | No RISC for Trojans: A Runtime Hardware Trojan Detection for RISC-V Architectures | Thesis Hochschulschrift | 2026 |
| 16 | | Franzl, Gerald ; Forkaliuk, Maria ; Wilker, Stefan | Flexibility constraints specification with volatility assessment for reliable demand side flexibility | Inproceedings Konferenzbeitrag | 30-Dec-2025 |
| 17 | | Layes, Fiona ; Herold, Benedikt ; Bauer, Valentin ; Wilker, Stefan ; Sauter, Thilo | Demand-Oriented PV Optimization for Addressing Grid Peaks in Residential Areas | Inproceedings Konferenzbeitrag | 30-Dec-2025 |
| 18 | | Sliwowski, Daniel Jan ; Park, Seong-Su ; Lee, Kwang-Hyun ; Kim, Donghyeon ; Ryu, Jee-Hwan ; Lee, Dongheui | Constraint-Informed Temporal Action Segmentation | Inproceedings Konferenzbeitrag | 29-Dec-2025 |
| 19 | | Willibald, Christoph ; Sliwowski, Daniel Jan ; Lee, Dongheui | Multimodal Anomaly Detection with a Mixture-of-Experts | Inproceedings Konferenzbeitrag | 27-Nov-2025 |
| 20 | | Rudolf, Dominik ; Elahi, Ardavan ; Jantsch, Axel ; Pamunuwa, Dinesh | A Fault-Tolerant Voter Circuit in NEM Technology | Inproceedings Konferenzbeitrag | 25-Nov-2025 |
| 21 |  | Bauer, Valentin ; Eissa, Yehia ; Saint-Drenan, Yves-Marie ; Blanc, Philippe | An Affordable and Open-Source All-Sky Imager for Measuring Diffuse Sky Radiance | Presentation Vortrag | 18-Nov-2025 |
| 22 | | Valls Mascaro, Esteve ; Lee, Dongheui | Robot Behavior Generation for Social Human-Robot Interaction | Article Artikel | 5-Nov-2025 |
| 23 | | Wilker, Stefan ; Layes, Fiona ; Bauer, Paul ; Bauer, Valentin ; Sauter, Thilo | Rethinking PV generation capacities | Presentation Vortrag | 4-Nov-2025 |
| 24 | | Yan, Yashuai ; Li, Chengxi ; Lee, Dongheui | Personalized Motion Retargeting through Bidirectional Human-Robot Imitation | Inproceedings Konferenzbeitrag | 21-Oct-2025 |
| 25 | | Wilker, Stefan ; Einfalt, Alfred ; Benesch, Claudia ; Stefan, Mark ; Prüggler, Wolfgang | AI-Driven Methods for Enhancing Distribution Network Resilience: Optimal Utilization of Existing Capacities Amid Climate Change and Extreme Weather | Presentation Vortrag | 21-Oct-2025 |
| 26 | | Bauer, Paul | Gamechanger KI - Risiko oder Treiber der Energiewende | Presentation Vortrag | 20-Oct-2025 |
| 27 | | Buchmeier, Jakob ; Herold, Benedikt ; Bauer, Paul ; Benesch, Claudia ; Wilker, Stefan ; Sauter, Thilo | A Case Study on Low-Voltage Grid Impact of Rising Residential Cooling Demand Under Climate Change | Inproceedings Konferenzbeitrag | 20-Oct-2025 |
| 28 | | Herold, Benedikt ; Bauer, Paul ; Buchmeier, Jakob ; Wilker, Stefan ; Sauter, Thilo | The Building as Energy Storage: Sector Coupling for Peak Shaving in Active Energy Communities | Inproceedings Konferenzbeitrag | 6-Oct-2025 |
| 29 | | Quakernack, Lars ; Engelmann, Thomas ; Haubrock, Jens ; Ye, Wenyan ; Zhang, Ping ; Röhrenbeck, Stephan ; Reisinger, Thomas ; Leopold, Thomas ; Herold, Benedikt ; Wilker, Stefan ; Sauter, Thilo ; Kelker, Michael ; Breuersbrock, Jan ; Dünser, Marc ; Übermasser, Stefan | Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage | Inproceedings Konferenzbeitrag | 6-Oct-2025 |
| 30 | | Stieger, Alexander ; Stippel, Christian ; Bratukhin, Aleksey ; Hoch, Ralph ; Sauter, Thilo | How Many Sensors are Necessary?—Sensor Reduction in HVAC Control Modeling Using Feature Attribution and Rule Extraction | Article Artikel | Oct-2025 |
| 31 | | Geiss, Timon ; Wilker, Stefan ; Bauer, Paul | Probabilistic PV Dataset Generator | Presentation Vortrag | 30-Sep-2025 |
| 32 | | Bauer, Paul ; Choi, Jehwan ; Wilker, Stefan ; Jo, Kanghyun ; Sauter, Thilo | Spatio-Temporal Optimization of Bidirectional EV Charging Using Real-Time Traffic Flow Analysis and Stochastic Energy Modeling | Presentation Vortrag | 28-Sep-2025 |
| 33 | | Mohammad Hosseini, Ali ; Sauter, Thilo ; Kastner, Wolfgang | Trustworthy AI for Security Decision-Making in ICSs: Towards Compliance with the EU AI Act | Inproceedings Konferenzbeitrag | 12-Sep-2025 |
| 34 | | Kollmann, Stefan ; Estaji, Alireza ; Bratukhin, Aleksey ; Howind, Simon ; Stenzl, Roland ; Treytl, Albert ; Sauter, Thilo | Transparent Integration of Energy Awareness into Production Planning Systems | Inproceedings Konferenzbeitrag | 12-Sep-2025 |
| 35 | | Wilker, Stefan ; Sauter, Thilo ; Sengl, David ; Lukasser, Gerald ; Weitlaner, Robert | PV-Integrated Smart Shading Systems – Addressing the Conflict Between Efficiency and User Comfort | Inproceedings Konferenzbeitrag | 8-Sep-2025 |
| 36 | | Kammerhofer, Michael ; Schwendinger, Benjamin ; Hoch, Ralph ; Sallinger, Christian ; Kaindl, Hermann | Towards Experiments for Comparing Anytime Algorithms to Optimize Assignments of Electric Vehicles To Charging Stations | Inproceedings Konferenzbeitrag | 13-Aug-2025 |
| 37 | | Rusý, Karel ; Seiler, Fabian ; Breuss, David ; Jantsch, Axel | SYNAD: A synthetic object injection methodology for enhanced anomaly detection | Inproceedings Konferenzbeitrag | 1-Aug-2025 |
| 38 | | Bittner, Matthias ; Schnöll, Daniel ; Wess, Matthias ; Jantsch, Axel | Efficient and interpretable raw audio classification with diagonal state space models | Article Artikel | Aug-2025 |
| 39 | | An, Sang Ik ; Lee, Dongheui ; Park, Gyunghoon | Ultimate Boundedness and Output Convergence of Prioritized Output Tracking Control Under Nonsmooth and Imperfect Feedback Linearization | Article Artikel | Aug-2025 |
| 40 | | Yan, Yashuai ; Lee, Dongheui | Learning dexterous robot hand control by imitating human hands | Inproceedings Konferenzbeitrag | 18-Jul-2025 |
| 41 | | Varga, Zoltan ; Mascaro, Esteve Valls ; Sliwowski, Daniel Jan ; Lee, Dongheui | Multimodal Transformer Models for Human Action Classification | Inproceedings Konferenzbeitrag | 16-Jul-2025 |
| 42 | | Willibald, Christoph ; Lee, Dongheui | Hierarchical task decomposition for execution monitoring and error recovery: Understanding the rationale behind task demonstrations | Article Artikel | 8-Jul-2025 |
| 43 | | Heidersberger, Johannes Sebastian ; Kaiser, Jakob ; Jadav, Shail Vasantkumar ; Mihić Zidar, Lucija ; Curioni, Arianna ; Johannsen, Leif ; Lee, Dongheui | Partner familiarity enhances performance in a manual precision task | Article Artikel | 2-Jul-2025 |
| 44 | | Arthofer, Stefan ; Wilker, Stefan ; Sauter, Thilo | Analysis and Conceptual Framework for Monitoring Power Quality in Electrical Distribution Grids | Inproceedings Konferenzbeitrag | 16-Jun-2025 |
| 45 | | Schulleri, Katrin ; Lee, Dongheui ; Johannsen, Leif | The balance stabilising benefit of social touch: Influence of an individual's age and the partner's relative body characteristics | Article Artikel | 5-Jun-2025 |
| 46 |  | Lehninger, Philipp ; Jantsch, Axel ; Steininger, Andreas ; Worsey, Elliott ; Marot, Victor ; Pamunuwa, Dinesh | Muller C-Element for NEMS | Inproceedings Konferenzbeitrag | 5-Jun-2025 |
| 47 | | Hobeichi, Sanaa ; Curran, Declan Jacques ; Sun, Yue ; Bittner, Matthias ; Isphording, Rachael ; Alexander, Lisa | Comparison of State-of-the-Art Machine Learning Models with Dynamical Downscaling for Australian Precipitation Using a Standardised Benchmark Framework | Presentation Vortrag | 3-Jun-2025 |
| 48 | | Ebenezer Anitha, Angellina ; Handel, Katrin ; Haubrock, Jens ; Bauer, Paul ; Benesch, Claudia ; Lezama, Fernando ; Faria, Pedro ; Doria, Filipe ; Vale, Zita ; Zeilinger, Franz ; Hauer, Daniel ; Cejka, Stephan | Concept of a probabilistic digital twin for the monitoring and control of low-voltage grids | Inproceedings Konferenzbeitrag | 22-May-2025 |
| 49 | | Bauer, Paul ; Joan Reina i. Carbonell ; Wilker, Stefan ; Sauter, Thilo | A SUMO-Simulated Reinforcement Learning Framework for Bidirectional Charging of Electric Vehicles | Inproceedings Konferenzbeitrag | 22-Apr-2025 |
| 50 | | Maragkou, Sofia ; Rappel, Lukas ; Dettmer, Hendrik ; Sauter, Thilo ; Jantsch, Axel | The Pains of Hardware Security: An Assessment Model of Real-World Hardware Security Attacks | Article Artikel | 16-Apr-2025 |
| 51 | | Ferrini, Lorenzo ; Palmieri, Jozsef ; Marino, Alessandro ; Lee, Dongheui ; Lemaignan, Séverin | reMap: Spatially-Grounded and Queryable Semantics for Interactive Robots | Inproceedings Konferenzbeitrag | 25-Mar-2025 |
| 52 |  | Bhole, Mukund ; Sauter, Thilo ; Semper, Sabrina ; Kastner, Wolfgang | Why to Fail Fast and Often: A Strategy for OT Safety and Security Evaluation | Article Artikel | 20-Mar-2025 |
| 53 | | Sterzinger, Rafael ; Koch, Wolfgang ; Hoch, Ralph | Exploring Machine Learning for Faster Mapping and Scheduling of Automotive Applications on ADAS Platforms | Inproceedings Konferenzbeitrag | 4-Mar-2025 |
| 54 | | Yan, Yashuai ; Mascaro, Esteve Valls ; Egle, Tobias ; Lee, Dongheui | I-CTRL: Imitation to Control Humanoid Robots Through Bounded Residual Reinforcement Learning | Article Artikel | Mar-2025 |
| 55 | | Buchmeier, Jakob ; Benesch, Claudia ; Wilker, Stefan ; Sauter, Thilo | Modellierung der Energieinfrastruktur im Hinblick auf erhöhten Kühlbedarf durch den Klimawandel. | Presentation Vortrag | 28-Feb-2025 |
| 56 | | Arthofer, Stefan ; Wilker, Stefan ; Sauter, Thilo | Konzept und Analyse zur Überwachung der Spannungsqualität in Verteilnetzen | Presentation Vortrag | 28-Feb-2025 |
| 57 |  | Leopold, Thomas ; Bauer, Paul ; Reisinger, Thomas | Optimierung des Energietransferpotentials von Energiegemeinschaften | Presentation Vortrag | 27-Feb-2025 |
| 58 |  | Bauer, Paul ; Leonhartsberger, Kurt ; Wilker, Stefan ; Sauter, Thilo | Bidirektionales Laden von Elektrofahrzeugen: Netzdienliche und Ökonomische Vorteile in Realwelt-Demonstrationen | Presentation Vortrag | 26-Feb-2025 |
| 59 | | Sliwowski, Daniel Jan ; Lee, Dongheui | ConditionNET: Learning Preconditions and Effects for Execution Monitoring | Article Artikel | Feb-2025 |
| 60 | | Lechner, Martin ; Jantsch, Axel | OptiSim: A Hardware-Aware Optimization Space Exploration Tool for CNN Architectures | Inproceedings Konferenzbeitrag | 1-Jan-2025 |
| 61 | | Estaji, Alireza ; Götzinger, Maximilian ; Tutzer, Benedikt ; Kollmann, Stefan ; Sauter, Thilo ; Jantsch, Axel | Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain | Article Artikel | Jan-2025 |
| 62 | | Majchrzak, Tim A. ; Gronli, Tor-Morten ; Kaindl, Hermann | Introduction to the HICSS-58 Software Technology and Software Development Minitrack | Inproceedings Konferenzbeitrag | Jan-2025 |
| 63 |  | Bhole, Mukund ; Sauter, Thilo ; Kastner, Wolfgang | Enhancing Industrial Cybersecurity: Insights from Analyzing Threat Groups and Strategies in Operational Technology Environments | Article Artikel | 2025 |
| 64 | | Bittner, Matthias ; Hinterreiter, Andreas ; Eckelt, Klaus ; Streit, Marc | Explainable Long and Short-Term Pattern Detection in Projected Sequential Data | Inproceedings Konferenzbeitrag | 2025 |
| 65 |  | Lehninger, Philipp | Context-aware monitoring for NEMS | Thesis Hochschulschrift | 2025 |
| 66 |  | Riesenberger, Stefan | FPGA power estimation | Thesis Hochschulschrift | 2025 |
| 67 |  | Spoljaric, Dario | Variable stiffness for robust locomotion using reinforcement learning | Thesis Hochschulschrift | 2025 |
| 68 |  | Kloker, Paul | Entwicklung eines Open-Source-IoT-Rissmonitoringsensors | Thesis Hochschulschrift | 2025 |
| 69 |  | Bayr, Rainer Johann | Resource efficient computer vision - and deep learning acceleration on a system-on-chip | Thesis Hochschulschrift  | 2025 |
| 70 |  | Sefer, Ermin | Evaluierung von Online-Tools zur energetischen Bewertung von PV-Batteriespeichersystemen | Thesis Hochschulschrift | 2025 |
| 71 |  | Herold, Benedikt | Simulation oriented grey-box model for weather dependent heat demand of households | Thesis Hochschulschrift | 2025 |
| 72 |  | Dallinger, Dominik | Raw audio piano synthesis with structured state space models | Thesis Hochschulschrift | 2025 |
| 73 |  | Seiler, Fabian | Heterogeneous approximate adders for memristive processing in array | Thesis Hochschulschrift | 2025 |
| 74 |  | Bernhard, Thomas | Assessment of different microcontroller architectures for energy monitoring and scheduling applications | Thesis Hochschulschrift | 2025 |
| 75 |  | Wess, Matthias | Estimation, profiling and modeling of DNNs for embedded systems | Thesis Hochschulschrift | 2025 |
| 76 |  | Seyedfaraji, Saeed | Dependable and energy efficient design of embedded systems : A cross-layer approach | Thesis Hochschulschrift | 2025 |
| 77 |  | Stieger, Alexander | Rule extraction and feature attribution for explainable reinforcement learning | Thesis Hochschulschrift | 2025 |
| 78 |  | Bauer, Valentin | Design and evaluation of an affordable open-source All-sky camera for measuring diffuse sky radiance | Thesis Hochschulschrift | 2025 |
| 79 |  | Buchmeier, Jakob | Influence of climate change on the residential cooling demand in low-voltage distribution networks | Thesis Hochschulschrift | 2025 |
| 80 |  | Schuster, Sebastian | Simultaneous detection and segmentation of different objects | Thesis Hochschulschrift | 2025 |
| 81 | | Sliwowski, Daniel ; Jadav, Shail Vasantkumar ; Stanovcic, Sergej ; Orbik, Jedrzej Beniamin ; Heidersberger, Johannes Sebastian ; Lee, Dongheui | Demonstrating REASSEMBLE: A Multimodal Dataset for Contact-rich Robotic Assembly and Disassembly | Inproceedings Konferenzbeitrag | 2025 |
| 82 | | Benesch, Claudia ; Wilker, Stefan ; Sauter, Thilo | Representative Load Profiles and Low-Voltage Grid Simulations for Austria | Inproceedings Konferenzbeitrag | 2025 |
| 83 | | Spoljaric, Dario ; Yan, Yashuai ; Lee, Dongheui | Variable Stiffness for Robust Locomotion through Reinforcement Learning | Inproceedings Konferenzbeitrag | 2025 |
| 84 | | Mohammad Hosseini, Ali ; Kastner, Wolfgang ; Sauter, Thilo | Leveraging LLMs and Knowledge Graphs to Design Secure Automation Systems | Article Artikel | 2025 |
| 85 | | Mohammad Hosseini, Ali ; Kastner, Wolfgang ; Sauter, Thilo | Ontology Framework Supporting Security-By-Design of Industrial Control Systems | Article Artikel | 2025 |
| 86 | | Bittner, Matthias ; Schnöll, Daniel ; Dallinger, Dominik ; Wess, Matthias ; Jantsch, Axel | Pruning State Space Models with Model Order Reduction for Efficient Raw Audio Classification | Inproceedings Konferenzbeitrag | 2025 |
| 87 |  | Slamanig, Bernhard | Machine learning for test case prioritization | Thesis Hochschulschrift | 2025 |
| 88 |  | Theimer, Oliver | Pass-through logic optimizations in NEM technology | Thesis Hochschulschrift | 2025 |
| 89 |  | Bondok, Alhussein | Exploring the synergy between E-mobility and vehicle-to-grid (V2G) : implications for battery performance and degradation | Thesis Hochschulschrift | 2025 |
| 90 |  | Seiler, Roman | Open-Data basierte Synthese bestehender Niederspannungsnetze ruraler Gebiete | Thesis Hochschulschrift | 2025 |
| 91 | | Wilker, Stefan ; Layes, Fiona ; Bauer, Paul ; Bauer, Valentin ; Sauter, Thilo | Rethinking PV generation capacities | Inproceedings Konferenzbeitrag | 2025 |
| 92 | | Dallinger, Dominik ; Bittner, Matthias ; Schnöll, Daniel ; Wess, Matthias ; Jantsch, Axel | Piano-SSM: Diagonal State Space Models for Efficient MIDI-to-Raw Audio Synthesis | Inproceedings Konferenzbeitrag | 2025 |
| 93 | | Ye, Wenyan ; Heberer, Simon ; Zhang, Ping ; Quakernack, Lars ; Haubrock, Jens ; Kelker, Michael ; Röhrenbeck, Stephan ; Dünser, Marc ; Übermasser, Stefan ; Reisinger, Thomas ; Wilker, Stefan | Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints | Inproceedings Konferenzbeitrag | 2025 |
| 94 | | Spisak, Josua ; Benad, Jan ; Heidersberger, Johannes Sebastian ; Verschoor, Stephan ; Lanillos, Pablo ; Lee, Dongheui ; Eppe, Manfred ; Wermter, Stefan ; Hoffmann, Matej ; Popescu, Tcaci | Computational models of the emergence of self-exploration in 2-month-old infants | Inproceedings Konferenzbeitrag | 2025 |
| 95 | | Maragkou, Sofia ; Grammatikakis, Miltos ; Papatheodorou, Nikos ; Jantsch, Axel | Secure Authentication in the Presence of Malicious Messages and Packet Reorders: Study on CAN Bus | Inproceedings Konferenzbeitrag | 2025 |
| 96 | | Haug, Maximilian ; Stippel, Christian ; Pscherer, Lukas ; Schwendinger, Benjamin ; Hoch, Ralph ; Gaydarov, Angel ; Schlund, Sebastian ; Sauter, Thilo | Vision-Based Human Awareness Estimation for Enhanced Safety and Efficiency of AMRs in Industrial Warehouses | Inproceedings Konferenzbeitrag | 2025 |
| 97 | | Kim, Donghyeon ; Park, Seong-Su ; Lee, Kwang-Hyun ; Lee, Dongheui ; Ryu, Jee-Hwan | Is a Simulation better than Teleoperation for Acquiring Human Manipulation Skill Data? | Inproceedings Konferenzbeitrag | 25-Dec-2024 |
| 98 | | Sauter, Thilo | Renewable Energy Transition – A Community Challenge | Presentation Vortrag | 9-Dec-2024 |
| 99 | | Mascaro, Esteve Valls ; Lee, Dongheui | Know your limits! Optimize the robot’s behavior through self-awareness | Inproceedings Konferenzbeitrag | 3-Dec-2024 |
| 100 |  | Egle, Tobias ; Yan, Yashuai ; Lee, Dongheui ; Ott, Christian | Enhancing Model-Based Step Adaptation for Push Recovery through Reinforcement Learning of Step Timing and Region | Inproceedings Konferenzbeitrag | 3-Dec-2024 |
