001 Equation discovery with Bayesian tree-adjoining grammars for structural dynamics OpenAlex Paper Christopher Lindley, Nikolaos Dervilis et al. Jul 17 002 Outlier detection in state-space models using mean-shift penalisation OpenAlex Paper Rajan Shankar, Ines Wilms et al. Jul 13 003 Scalable Subset Selection in Linear Mixed Models OpenAlex Paper Ryan Thompson, M. P. Wand et al. Jul 9 004 System Identification and Estimation with Fuzzy Logic/system OpenAlex Paper Jitendra R. Raol, Sara M. George Jul 9 005 Regularised neural network-based nonlinear system identification with prior system knowledge OpenAlex Paper Daniel Frank, Tobias Holicki et al. Jun 3 006 Dynamic epidemic control with continual learning via mass testing OpenAlex Paper Hongtao Yu, Mu Du et al. Jun 2 007 Identification by non-Gaussianity in structural smooth transition vector autoregressive models OpenAlex Paper Savi Virolainen May 29 008 Local Observability and Moving Horizon Estimation-based Training of Feedforward Neural Networks OpenAlex Paper Yi Yang, Victor G. Lopez et al. May 27 009 Measurement Conditioning and Apparent Collapse in the Finite Relational Closure Framework OpenAlex Paper Charles Durbin May 23 010 Measurement Conditioning and Apparent Collapse in the Finite Relational Closure Framework OpenAlex Paper Charles Durbin May 23 011 Time-Series Modeling Based on a Modified Volterra Neural Network OpenAlex Paper Wei‐Der Chang May 13 012 Observer-based approach for stabilizing interval type-2 fuzzy systems via non-uniform piecewise Error Model Transfer OpenAlex Paper Jie Yang, Shao-Yan Gai et al. May 6 013 Least Costly Space-Filling Experiment Design for the Identification of a Nonlinear System OpenAlex Paper Máté Kiss, Maarten Schoukens et al. May 4 014 A new technique for characterizing nonlinear dynamical system behavior using self-organizing maps and clustering OpenAlex Paper Adil Jhangeer, Tomáš Martinovič et al. May 1 015 Adaptive nonstationary value iteration for discounted control of Piecewise Deterministic Markov Processes OpenAlex Paper O. L. V. Costa, F. Dufour et al. Apr 30 016 Learning Nonlinear Systems in-Context: From Synthetic Data to Real-World Motor Control OpenAlex Paper Tong Jian, Tianyu Dai et al. Apr 21 017 Reinforced Active Learning for Change Point Detection OpenAlex Paper Stefano Bertolasi, Diego Carrera et al. Apr 21 018 Secondary Source Placement for Sound Field Control Based on Ising Model OpenAlex Paper Shihori Kozuka, Shoichi Koyama et al. Apr 21 019 EuLearn: a 3D database for learning Euler characteristics OpenAlex Paper Pablo Suárez-Serrato, R. Fritz et al. Apr 20 020 Generative modeling of clinical time series via latent stochastic differential equations OpenAlex Paper Muhammad Aslanimoghanloo, Ahmed ElGazzar et al. Apr 17 021 Regulating Representational Dominance: A Coherence‑Based Framework for Meaningful Human Control OpenAlex Paper Hua Huang Apr 17 022 Regulating Representational Dominance: A Coherence‑Based Framework for Meaningful Human Control OpenAlex Paper Hua Huang Apr 17 023 Prescribed-time and hyperexponential concurrent learning with partially corrupted datasets: A hybrid dynamical systems approach OpenAlex Paper Daniel E. Ochoa, Jorge I. Poveda Apr 10 024 Bridging Data-Driven Reachability Analysis and Statistical Estimation via Constrained Matrix Convex Generators OpenAlex Paper Peng Xie, Zhen Zhang et al. Apr 6 025 Huber-based Robust System Identification with Near-Optimal Guarantees Across Independent and Adversarial Regimes OpenAlex Paper Jihun Kim, Javad Lavaei Mar 29 026 Contextual Entropy Reduction in Mixture Models: A Conditional Theorem, Proof, and Worked Example OpenAlex Paper Hanners, Michael Mar 26 027 Expert data-induced learning control for uncertain nonlinear systems via statistical soft projection OpenAlex Paper Changxin Lu, Deyuan Meng et al. Mar 26 028 Conformalized Data-Driven Reachability Analysis with PAC Guarantees OpenAlex Paper Yanliang Huang, Zhen Zhang et al. Mar 12 029 System Identification via Frequency-Domain Gaussian Process Regression for Transfer-Function Estimation OpenAlex Paper Atsushi Yanagisawa, Kentaro Ohki Mar 3 030 Learning for feasible and safe control with control barrier functions: A tutorial OpenAlex Paper Wei Xiao, Călin Belta et al. Mar 1 031 SEVEN STEPS FOR LOG ANALYSIS SEVEN SIMPLE STEPS FOR LOG ANALYSIS IN AI SYSTEMS OpenAlex Paper Magda Dubois, Ekin Zorer et al. Feb 27 032 Statistical Inference in Causal Partial Identification with Smooth Densities OpenAlex Paper Sirui Lin, Zijun Gao et al. Feb 24 033 Variational Markov chain mixtures with automatic component selection OpenAlex Paper Christopher E. Miles, Robert J. Webber Feb 21 034 Q-SHaDe: Softwarized Hybrid and Decentralized Clustering for Controller Placement Using Q-Means Algorithm OpenAlex Paper Soumyapriya Goswami, Deborsi Basu et al. Feb 20 035 Recurrent Stochastic Configuration Networks With Hybrid Regularization for Nonlinear Dynamics Modeling OpenAlex Paper Gang Dang, Dianhui Wang Feb 6 036 Algebraic Criterion for Nonlinear Unknown Input Observability in Systems Without Control Inputs OpenAlex Paper Agostino Martinelli Jan 16 037 Functional equation modeling of adaptive operant-control systems via Matkowski fixed point theory OpenAlex Paper S. Monica, D Bala Selva Kumar Jan 5 038 Towards Interpretable Inverse Model Control: The Role of Grey-Box Models OpenAlex Paper Marco Antonio Márquez-Vera, Alfian Ma'arif et al. Jan 2 039 Adaptive transfer learning for time-to-event modeling with applications in disease risk assessment OpenAlex Paper Yuying Lu, Tian Gu et al. Jan 1 040 Efficient Counterexample Generation for Control Systems Using Multi-Fidelity Bayesian Optimization OpenAlex Paper Zahra Shahrooei, Mykel J. Kochenderfer et al. Jan 1 041 LEARNING INVERSE MAPS FOR PARAMETER ESTIMATION IN DYNAMICAL SYSTEMS OpenAlex Paper Caroline Tatsuoka, Zhongshu Xu et al. Jan 1 042 Neural Scaling Laws for Learning-Based Identification of Nonlinear Systems OpenAlex Paper Marco Roschkowski, Karim Cherifi et al. Jan 1 043 RMS Normalization and Model Configuration OpenAlex Paper Dilyan Grigorov Jan 1 044 System Identification of Dynamic Adaptive Fuzzy Modeling Using Reinforcement Learning OpenAlex Paper Mohamed Soliman, Mohammed Abdel-Nasser et al. Jan 1 045 Variance-Optimal Arm Selection: Misallocation Minimization and Best Arm Identification OpenAlex Paper Sabrina Khurshid, Gourab Ghatak et al. Jan 1 046 Online Identification of Time-Varying Systems Using Excitation Sets and Change-Point Detection OpenAlex Paper Chi Ho Leung, Ashish R. Hota et al. Dec 26, 2025 047 Learning the climate of dynamical systems with state-space systems OpenAlex Paper Louw, James Murray, Ortega, Juan-Pablo Dec 17, 2025 048 Equivariant Observer for Bearing Estimation with Linear and Angular Velocity Inputs OpenAlex Paper Gil Serrano, Marcelo Jacinto et al. Dec 16, 2025 049 Convergence in On-line Learning of Static and Dynamic Systems OpenAlex Paper Torbjörn Wigren, Ruoqi Zhang et al. Dec 9, 2025 050 Gaussian behaviors: representations and data-driven control OpenAlex Paper András Sasfi, Ivan Markovsky et al. Dec 9, 2025 051 Pick-To-Learn for Systems and Control: theoretical review with a showcase in reachability analysis OpenAlex Paper Dario Paccagnan, Daniel Marks et al. Dec 9, 2025 052 System Identification from Partial Observations under Adversarial Attacks OpenAlex Paper Jihun Kim, Javad Lavaei Dec 9, 2025 053 Data-driven functional state estimation of complex networks OpenAlex Paper Zhang, Yuan, Luo, Ziyuan et al. Dec 7, 2025 054 Outlier detection in state-space models using mean-shift penalisation OpenAlex Paper Shankar, Rajan, Wilms, Ines et al. Nov 19, 2025 055 Identification of a Class of Affine Nonlinear Systems by T-S Fuzzy Structure with Lyapunov based LMI Stability Analysis OpenAlex Paper Mohamed Elamine Hedroug, El Khansa Bdirina et al. Nov 18, 2025 056 A Recursive Theory of Variational State Estimation: The Dynamic Programming Approach OpenAlex Paper Filip Tronarp Nov 14, 2025 057 Semantic Property Maps for Driving Applications OpenAlex Paper Marcus Greiff, Zhang, Ray et al. Nov 13, 2025 058 J-MoRNN: A Joint Model-Based and Learning-Based LQR Design for Uncertain Control Systems OpenAlex Paper Xucun Yan, Taozhong Wu et al. Nov 7, 2025 059 Exploiting Small-Scale Neural Network Models for Dynamic Response Prediction Problems OpenAlex Paper Hongwei Li, Shuo Hao et al. Nov 4, 2025 060 Forward selection algorithm as applied to random forest and XGBoost models. OpenAlex Paper Justin Sexton (20898843), Tanya Russell (8467) et al. Oct 22, 2025