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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. Scalable and Data-Driven Decision Support in the Maintenance, Repair, and Overhaul Process

    Sep 27, 2026Houkun Zhu, Helena Ebel, Dominik Scheinert +3Predictive MaintenanceRepair

    Technische Universität Berlin, Berlin, Germany · Siemens Energy Global GmbH & Co. KG, Berlin, Germany

  2. Discovery of fully efficient fault indicators along a data-based diagnosis process

    Sep 23, 2026Igor Bezmaternykh, Louise Travé-Massuyès, Elodie ChantheryFault DiagnosisDiagnosis

    INSA Toulouse · LAAS-CNRS, Université de Toulouse, INSA, Toulouse, France · LAAS-DISCO, Comue de Toulouse, ANITI +1

  3. Deep Reinforcement Learning on Item-Compatibility Graphs for One-Dimensional Bin Packing

    Sep 21, 2026M. Aslı AydınKnapsack ConstraintGraph Representations

    Department of Management Engineering, Bahçeşehir University, Istanbul, Türkiye

  4. Reinforcement Learning in Operational Research: A Technical Review and Practical Roadmap

    Sep 21, 2026Yahan Lu, Dongyang Xia, Nursen Aydin +1Operations ResearchMulti-Objective Reinforcement Learning

    Department of Transport & Planning, Delft University of Technology, The Netherlands · Warwick Business School, University of Warwick, UK

  5. Learning Neural Feedback Linearization for Data-driven Systems via Augmented Lagrangian

    Sep 21, 2026Lakshmi Priya P. K., Andreas SchwungRobust ControlClosed-Loop Feedback

    Department of Automation Technology and Learning Systems, South Westphalia University of Applied Sciences,Lübecker Ring 2, Soest, 59494, Germany

  6. A Data-Driven Distributed Control Scheme: Learning Multi-Objective Agent-Based MPC for Path-Tracking

    Sep 14, 2026Jiaming Zhong, Reza Valiollahi Mehrizi, Yash Vardhan Pant +1Model Predictive ControlData-Driven

    Mechatronic Vehicle Systems (MVS) Lab, Department of Mechanical and Mechatronics Engineering, University of Waterloo, 200 University Ave West, Waterloo ON, N2L3G1 Canada · Control, Learning, and Logic (CL2) group, Department of Electrical and Computer Engineering, University of Waterloo, 200 University Ave West, Waterloo ON, N2L3G1 Canada

  7. Involving before Evolving: A Vision for Trustworthy Enterprise Digital Twin Engineering

    Sep 14, 2026Kérian Fiter, Adil Lagrou, Franck Dervault +1Digital TwinsStakeholders

    Polytechnique Montréal Montréal, Canada · Michelin Canada Montréal, Canada

  8. A Data-Driven Framework for Identifying and Prioritizing RPA Opportunities in Healthcare Processes

    Sep 8, 2026Maria Alejandra Gomez, Juan Manuel CastilloHealthcarePrioritization

    Maestría en Inteligencia Artificial, Universidad de La Salle, Bogotá, Colombia

  9. Unraveling the Real Working Mechanism and Inherent Flaws of GAE: A Method for Interpreting Transformer Processes from an Economic Perspective

    Sep 7, 2026Yongjin Cui, Xiaohui FanExplainable Artificial IntelligenceXai

    Zhejiang University

  10. Rethinking Learnability in Offline Data-driven Optimization

    Sep 1, 2026Chao Qian, Chen-Guang Wang, Rong-Xi Tan +1Black-Box OptimizationLearnability

    State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing 210023, China · School of Artificial Intelligence, Nanjing University, Nanjing 210023, China

  11. Data-Driven Persona-Conditioned Agents for A/B Test Simulation

    Sep 1, 2026Ziyad Benomar, Weronika Łajewska, Leonardo Perelli +1User SimulationData-Driven

    Amazon · Luxembourg, Luxembourg · Barcelona, Spain

  12. A Hybrid PEM-GP Framework for Uncertainty-Aware System Identification of Quadcopters

    Aug 31, 2026Abdallah Ghoul, Ismail Khalil Bousserhane, Kadri BoufeldjaSystem IdentificationQuadrotor

    Electrical Engineering Department, University of Bechar, Bechar 08000, Algeria

  13. On the Structural Limits of Machine Learning Decision Systems: An Information-Theoretic, Interaction-Based, and Stochastic-Dynamical Perspective

    Aug 13, 2026Nestor R. Barraza, Gabriel PenaFundamental LimitsProbabilistic Inference

    Universidad Nacional de Tres de Febrero. Departamento de Ciencia y Tecnología. · Universidad de Buenos Aires. Facultad de Ingeniería.

  14. Diffusion-Based Data-Driven Assortment Optimization

    Aug 11, 2026Junyi Liao, Xiaohui Jiang, Zhengwei Tong +2AssortmentData-Driven

    Department of Electrical and Computer Engineering, Duke University · Department of Biostatistics and Bioinformatics, Duke University · Department of Computer Science, Duke University

  15. Task-to-Model Optimization for Enterprise LLM Coding Assistants: A Data-Driven Framework for Cost-Optimal Routing

    Aug 9, 2026Srinivasan Manoharan, Junhua Zhao, Fangbo Tu +6Large Language Model RoutingLarge Language Model Workflows

    PayPal

  16. SetEasy: A Multi-Modal Classroom Engagement Assessment and Seating Optimization Framework

    Aug 7, 2026Zhihao Xie, Hongye Yang, Shien LiuClassroomsData-Driven

    Wuxi Taihu University · Beijing Institute of Architectural Design Co., Ltd

  17. Shaping Human-AI Interactions to Provide Improvement Pathways and Balance Competing Objectives

    Aug 6, 2026Keziah NaggitaHuman-Ai InteractionArtificial Intelligence Alignment

    TOYOTA TECHNOLOGICAL INSTITUTE AT CHICAGO Chicago, Illinois

  18. NOMADD: Numerical Optimization of Models Adapting to Data Drift

    Aug 3, 2026Swapn Shah, Keith BurghardtTabular Prior-Data Fitted NetworkTabular Learning

    University of North Carolina at Charlotte

  19. Cardiovascular Digital Twins from Physics Based to Data Driven Approaches

    Aug 3, 2026Emmanuel Lwele, Francis ChikwetoCardiovascular Risk PredictionData-Driven

    Materials and Engineering Research Institute, Sheffield Hallam University, Sheffield, United Kingdom. · Medical Engineering and Cardiology Department, Institute of Development, Aging and Cancer (IDAC), Tohoku University, Sendai, Japan.

  20. Neural Network-Assisted CLEAN for Channel Modeling in Low-SNR Regimes

    Jul 29, 2026Chaofan Deng, Linyu Sun, Jaeho Lee +1Channel EstimationChannel Modeling

    School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA

  21. A Multi-stage Constrained Optimization Framework for Data-driven Problems

    Jul 26, 2026Ye ShiConstrained OptimizationConditional Variational Autoencoder

    Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA

  22. StARS: Socially Appropriate Robot Actions via a Recommender System-Driven Approach

    Jul 23, 2026Erencem Ozbey, Fethiye Irmak Dogan, Jin Huang +1Human-Robot InteractionAction Selection

    Bogazici University, Istanbul, Turkiye · University of Cambridge, Cambridge, United Kingdom

  23. Relaxed activation analysis of dataflow networks - A clock calculus for machine learning and real-time scheduling

    Jul 23, 2026William Gaudelier, Albert Cohen, Dumitru Potop ButucaruTaxonomy-Driven Dataflow ModelClocks

    Inria, Paris, France · Google DeepMind, Paris, France

  24. A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention

    Jul 23, 2026Ziping Xu, Yuyi Chang, Chenshun Ni +5TwinsData-Driven

    † University of North Carolina at Chapel Hill · ‡ The Ohio State University · ⋄ Harvard University +1

  25. Koopman DCM: Unstable Eigenfunctions as Data-driven Representations for Legged Balancing

    Jul 21, 2026Stéphane CaronKoopman OperatorAgile Locomotion

    Institute for Intelligent Systems and Robotics CNRS and Sorbonne University, Paris, France

  26. Revisiting data-driven dynamic security assessment with a tabular foundation model

    Jul 17, 2026Olayiwola Arowolo, Maosheng Yang, Jochen CremerPower SystemsTabular Foundation Models

    Electrical and Sustainable Energy, TU Delft

  27. Conditional Invertible Neural Networks for Data-Driven UAV Control: A 2-D Proof of Concept

    Jul 15, 2026Christian Wittke, Stephan Myschik, Oliver NiggemannQuadrotorInverse Dynamics

    Computer Science in Mechanical Engineering, Helmut Schmidt University, Hamburg, Germany. · Institute for Aeronautical Engineering, University of the Bundeswehr Munich, Bavaria, Germany

  28. IMMNet: Hybrid Fusion of Model-based and Data-driven Approaches for Maneuvering Target Tracking

    Jul 15, 2026Yixuan Zhao, Chaoqun Yang, Lin Gao +2Multi-Object TrackingData-Driven

    School of Automation, Southeast University, Nanjing, 210096, China · School of ICE, University of Electronic Science and Technology of China, Chengdu, 611731, China · Faculty of Artificial Intelligence, Shanghai University of Electric Power, Shanghai, 201300, China +1

  29. Fast Data-Driven Modeling of Hydraulic Clutch Control Pressure with Latch-State Classification and Gaussian Process Regression

    Jul 11, 2026Yash Bagla, Jason SchneiderData-DrivenFluid Dynamics

    Drive System Design Farmington Hills, Michigan, 48335

  30. Data-Driven Telecom Marketing Optimization: A Machine Learning-Based Churn Prediction and Customer Segmentation Framework

    Jul 11, 2026Nada Ali, Lina Ahmed, Tahani Abdalla Attia GasmallaChurn PredictionData-Driven

    Department of Electrical and Electronic Engineering University of Khartoum

  31. How much Data do We Need? Sequential Data Collection for Stochastic Programming

    Jul 11, 2026Xin Li, Juergen Branke, Xuan Vinh DoanOptimal StoppingStochastic Optimization

    University of Warwick

  32. DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification

    Jul 9, 2026Shuang Wang, Chenxu Wang, Hantong Xing +3Orthogonal Frequency-Division MultiplexingFrequency Domain

    School of Artificial Intelligence, Xidian University, Xi’an 710071, China · School of Electronics And Information, Northwestern Polytechnical University, Xi’an 710072, China · Unmanned System Research Institute, Northwestern Polytechnical University, Xi’an 710072, China

  33. Synthetic Consumer Insight Generation with Large Language Models

    Jul 7, 2026Stephen L. France, Pia. A. AlbinssonSynthetic DataUser Simulation

    Mississippi State University Mailstop 9582, Mississippi State, MS 39762

  34. Data-Driven Forward and Inverse Modeling of V-Beam Thermal Sensors

    Jul 4, 2026Tudor Bartha, Radu Chiorean, Adrian GrozaGenerative Inverse DesignOptimal Sensor Placement

    Faculty of Mechanical Engineering Technical University of Cluj-Napoca

  35. Audio-Based Understanding of Audiobook Narration Appeal

    Jul 2, 2026Shahar Elisha, Mariano Beguerisse-Díaz, Emmanouil BenetosAudio UnderstandingNeural Audio

    Spotify · Queen Mary University of London

  36. Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan

    Jul 2, 2026Keita Kinjo, Takeshi EbinaCounterfactual ExplanationShapley Additive Explanations

    Faculty of Business Studies, Kyoritsu Women’s University, 2-2-1, Hitotsubashi, Chiyoda-ku, Tokyo, 101-8437, Japan · School of Commerce, Meiji University, 1-1, Kanda-surugadai, Chiyoda-ku, Tokyo, 101-8301, Japan

  37. Data-Driven Energy-Based Learning via Gibbs Measures on Hierarchical Structures

    Jun 29, 2026L. U. Abdullaev, F. Herrera, U. A. Rozikov +1GibbsTransition Learning

    National University of Singapore, Singapore · Department of Computer Science and Artificial Intelligence, University of Granada, E-18071 Granada, Spain · V.I. Romanovskiy Institute of Mathematics, Uzbekistan Academy of Sciences, 9, Universitet str., 100174, Tashkent, Uzbekistan +3

  38. Data-Driven Modeling and Control for Tethered Space Systems with Koopman-Informed Graphs

    Jun 29, 2026Ao Jin, Yifeng Ma, Panfeng Huang +1Model Predictive ControlSpacecraft

    Research Center for Intelligent Robotics, School of Astronautics, Northwestern Polytechnical University, Xi’an 710072, China · Department of Mechanical and Automation Engineering, The Chinese University Hong Kong, 999077, China

  39. Kriging and neural network models for pressure losses across perforated plates

    Jun 28, 2026Shuai LiComputational Fluid DynamicData-Driven

    Division of Fluid Dynamics, Department of Mechanical Engineering, Chalmers University of Technology, SE-412 96 Gothenburg, Sweden

  40. The Remittance Blueprint: Data-driven Intelligence for Sri Lanka

    Jun 26, 2026Dhinanjaya Fernando, Dinura Ginige, Kalana Lakshan +6Sri LankaData-Driven

    Dept. of Computer Science & Engineering, University of Moratuwa, Sri Lanka.

  41. Reasoning Beyond Prediction: From Data-Driven to Causal Software Engineering

    Jun 26, 2026Roberto Pietrantuono, Luca Giamattei, Stefano RussoSoftware EngineeringSoftware

    University of Naples Federico II, Italy

  42. Clinical Harness for Governable Medical AI Skill Ecosystems

    Jun 25, 2026Tianhan Xu, Lei Bao, Zhe Hu +2Artificial Intelligence GovernanceClinical

    Department of Medical Informatics, Northern Jiangsu People’s Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, China. · Department of Computing, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region of China. · SenseTime Research, Shanghai, China. +1

  43. Data-driven Machine Learning Cannot Reach Symbolic-level Logical Reasoning -- The Limit of the Scaling Law

    Jun 24, 2026Tiansi Dong, Mateja Jamnik, Pietro LiòNeuro-Symbolic FrameworkReasoning Skills

    The Alan Turing Institute, 96 Euston Road, London, NW1 2DB, UK. · Department of Computer Science and Technology, University of Cambridge, 15 JJ Thomson Ave., Cambridge, CB3 0FD, UK.

  44. Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities

    Jun 24, 2026Chengzhi Zhang, Yi Mao, Shuyu PengMethodologyData-Driven

    Department of Information Management, Nanjing University of Science and Technology, Nanjing, 210094, China

  45. Automated Residual Plot Assessment With the R Package autovi and the Shiny Application autovi.web

    Jun 23, 2026Weihao Li, Dianne Cook, Emi Tanaka +2Generalized Linear ModelData-Driven

    Department of Econometrics and Business Statistics, Monash University, Wellington Road, VIC 3800, Australia · Research School of Finance, Actuarial Studies and Statistics, The Australian National University, CBE Building 26C, Kingsley Street, ACT 2600, Australia · Department of Statistics, University of Nebraska, Hardin Hall, 3310 Holdrege St Suite 340, Lincoln, NE 68583, United States

  46. SWAP: Symmetric Equivariant World-Model for Agile Robot Parkour

    Jun 18, 2026Kaixin Lan, Ze Wang, Hongyi Li +6Scalable Robot LearningWorld Models

    Center for X-Mechanics, Zhejiang University, Hangzhou, China · Mirrorme Technology Co., Ltd. Shanghai, China · ZJU-Hangzhou Global Scientific and Technology Innovation Center, Hangzhou, China

  47. A BART-based approach with hierarchical strategy for Vietnamese abstractive multi-document summarization

    Jun 17, 2026Vu Nguyen Nguyen Xuan, Huy Ngo QuangSummarizationHierarchical

    Aimesoft JSC

  48. A Survey on Data-Driven Models for Soil Moisture Regression and Classification

    Jun 16, 2026Ilektra Tsimpidi, George Georgoulas, Vidya Sumathy +1SoilArtificial Intelligence Models

    Robotics and AI Team Department of Computer Science, Space and Electrical Engineering LuleåUniversity of Technology Luleå, Sweden

  49. Deep Unfolded Latent Optimally Partitioned-l2/l1 Networks for Data-driven Block-Sparse Recovery

    Jun 10, 2026Takanobu Furuhashi, Hidekata Hontani, Qibin Zhao +1Deep Unfolding NetworksSparsity

    Nagoya Institute of Technology · RIKEN Center for Advanced Intelligence Project

  50. When Do Data-Driven Systems Exhibit the Capability to Infer?

    Jun 10, 2026Maximilian Poretschkin, Tabea NaevenEu Artificial Intelligence ActArtificial Intelligence Systems

    Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS) University of Bonn Lamarr Institute for Machine Learning and Artificial Intelligence Sankt Augustin, Bonn, Germany · Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS) Sankt Augustin, Germany

  51. Data-Driven Runway and Taxiway Exits Prediction of Landing Aircraft: A Case Study at Hartsfield-Jackson Atlanta International Airport

    Jun 9, 2026Alex Porcayo, Yutian Pang, Maria Thomas +1Air Traffic ControlAerial Navigation

    Department of Aerospace Engineering and Engineering Mechanics, The University of Texas at Austin, Austin, 78712, TX, USA

  52. Learning Splitting Heuristics for Parallel String Solvers

    Jun 9, 2026Chenhao Gao, Peisen YaoHeuristicsStructural Constraints

    The State Key Laboratory of Blockchain and Data Security, Zhejiang University Hangzhou, China

  53. From inverse problems to neural operators: prediction, mechanism, and generalization of data-driven models

    Jun 8, 2026Conor RowanNeural OperatorsNeural Ordinary Differential Equations

    Aerospace Engineering2026 University of Colorado Boulder 3775 Discovery DriveJun 9 Boulder, CO 80309

  54. Physics-Guided Dual Decoding and Spectral Supervision for Global 3D Hydrometeor Prediction

    Jun 7, 2026Dandan Chen, Yaqiang WangNumerical Weather PredictionAtmospheric Dynamics

  55. Integrating Deep Learning Demand Forecasting with Multi-Objective Optimization for Circular Coffee Supply Chains: A Data-Driven Framework for Cost, Emissions, and Freshness Management

    Jun 6, 2026Gerçek Budak, Faraz Gholamzadeh Gharehgheshlaghi, Melika Barjesteh Vaezi +1Supply Chain OptimizationSustainability

    Department of Industrial Engineering, Ankara Yıldırım Beyazıt University, Keçiören, Ankara 06010, Türkiye · Department of Kinesiology and Sport Management, Texas Tech University, Lubbock, TX, United States · Department of Civil, Construction, and Environmental Engineering, University of Alabama, Tuscaloosa, AL, USA

  56. IDDMBSE: Integrating Data-Driven and Model-Based Systems Engineering for Trusted Autonomous Cyber-Physical Systems

    Jun 4, 2026John S. Baras, Sai Sandeep Damera, Ryan Matheu +2Cyber-Physical SystemEngineering

    Institute for Systems Research, University of Maryland, College Park, MD, USA

  57. Integrating Mechanistic and Data-Driven Models for Neurological Disorders through Differentiable Programming

    Jun 4, 2026Shah Pallav Dhanendrakumar, Saikat Pal, Sitikantha RoyData-DrivenDiagnosis

    Department of Applied Mechanics, Indian Institute of Technology Delhi, New Delhi-110016, India · Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, New Delhi-110016, India

  58. Developing a novel Comorbidities Index for predicting 10-year mortality in Prostate Cancer patients: A computational data-driven approach

    May 29, 2026Davide Farinati, Francesco Barletta, Paolo Zaurito +6Survival PredictionsMultimorbidity

    Vita-Salute San Raffaele University, Milan, Italy Comprehensive Cancer Center/Unit of Urology; URI; IRCCS Ospedale San Raffaele, Milan, Italy · School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK · Department of Urology, Guy’s and St Thomas’ NHS Foundation Trust, London, UK

  59. TabCausal: Pretraining Across Causal Environments for Tabular Causal Discovery

    May 29, 2026Zi-Rong Li, Si-Yang Liu, Tian-Zuo Wang +1Causal Discovery MethodsCausal

    Nanjing University

  60. Rationalize: Shared Semantic Reasoning for Human-AI Alignment

    May 28, 2026Aritra Dasgupta, Naga Datha Saikiran Battula, Avina Nakarmi +3Artificial Intelligence AlignmentHuman-Ai Collaboration

    New Jersey Institute of Technology Newark, USA