001 Multiresolution Neural Network for One-Class Learning of Machine Sounds OpenAlex Paper Xiran Zhang, Vincent Lostanlen et al. Aug 31 002 A Mathematical Mechanism of Reservoir Computing for Dynamical Systems OpenAlex Paper Masato Hara, Hiroshi Kokubu 4 days ago 003 AI Needs Relationships?: A Relation-Centric Transformer Architecture for Discrete Mathematical Reasoning OpenAlex Paper hyukkyu song 4 days ago 004 AI Needs Relationships?: A Relation-Centric Transformer Architecture for Discrete Mathematical Reasoning OpenAlex Paper hyukkyu song 4 days ago 005 AI Needs Relationships?: A Relation-Centric Transformer Architecture for Discrete Mathematical Reasoning OpenAlex Paper hyukkyu song 4 days ago 006 AI Needs Relationships?: A Relation-Centric Transformer Architecture for Discrete Mathematical Reasoning OpenAlex Paper hyukkyu song 4 days ago 007 ANT: Angular-Norm Transport and Agentized Neural Computation [CPU-First] OpenAlex Paper Artiom Kovnatsky 4 days ago 008 ANT: Angular-Norm Transport and Agentized Neural Computation [CPU-First] OpenAlex Paper Artiom Kovnatsky 4 days ago 009 ANT: Angular-Norm Transport and Agentized Neural Computation [CPU-First] OpenAlex Paper Artiom Kovnatsky 4 days ago 010 Εὕρηκα! ANT: Angular-Norm Transport for Neural Optimization [CPU-First] OpenAlex Paper Artiom Kovnatsky 4 days ago 011 ORMAS: Neural Architectural Transparency Enables Autonomous Self-Correction OpenAlex Paper Rokib Al Dhin Raadh 6 days ago 012 Quantum-Classical Reservoir Computing to Predict Influenza H3N2 Antigenic Distance OpenAlex Paper Mehdi Khalaj, Lingling Jin et al. 6 days ago 013 A General Framework for Learning Algebraic Properties from Cayley Graphs using Graph Neural Networks OpenAlex Paper Tal Weissblat 7 days ago 014 Autonomous Neural Oscillators: Non-Serial Architecture, Parallel-Path Linearization, and a Quasi-Periodic Attractor OpenAlex Paper Ming Hong Jim Pun 7 days ago 015 Autonomous Neural Oscillators: Non-Serial Architecture, Parallel-Path Linearization, and a Quasi-Periodic Attractor OpenAlex Paper Ming Hong Jim Pun 7 days ago 016 ReLU$^k$ Neural de Rham Complexes OpenAlex Paper Kaibo Hu, Jindong Wang et al. 7 days ago 017 Robust and Efficient Neural Architecture Design via Implicit Euler Explicitization OpenAlex Paper Yue Huang, Jianwei Zhang et al. 7 days ago 018 Bayesian structural model updating under prior misspecification using conditional normalizing flows OpenAlex Paper Tatsuya Itoi, Toshiya Takeda et al. Jul 23 019 APG Structural Foundation Models OpenAlex Paper Md. Amir Khusru Akhtar Jul 22 020 APG Structural Foundation Models OpenAlex Paper Md. Amir Khusru Akhtar Jul 22 021 Deep prior-guided posterior sampling for inverse problems OpenAlex Paper Pingping Tao, Ziyang Huang Jul 22 022 Intrinsic Plasticity-Driven Neuroadaptive Asymptotic Tracking Control for a Class of Uncertain Robotic Manipulators OpenAlex Paper Qing Chen, Xiangyang Tan et al. Jul 22 023 Co-occurrence determines feature geometry: a two-term variational law for ReLU representations OpenAlex Paper Nathan Ryan Young Jul 21 024 Explainability and Uncertainty Quantification in Learning-Based Control and Optimization: A Scoping Review with a Continuous-Control Feasibility Study OpenAlex Paper Suhail Ahmed Chandio Jul 20 025 Explainability and Uncertainty Quantification in Learning-Based Control and Optimization: A Scoping Review with a Continuous-Control Feasibility Study OpenAlex Paper Suhail Ahmed Chandio Jul 20 026 Implicit Jacobian Regularization for Stable Fixed-Point Graph Neural ODEs OpenAlex Paper S. Sahayarajjoseph Nirmalkumar Jul 20 027 Belief-Scaled Irreversible Finsler Geometry for Path-Dependent Context Generation OpenAlex Paper Jaikaran Singh Pahwa, Shreshtha Rawat Jul 19 028 Belief-Scaled Irreversible Finsler Geometry for Path-Dependent Context Generation OpenAlex Paper Jaikaran Singh Pahwa, Shreshtha Rawat Jul 19 029 Belief-Scaled Irreversible Finsler Geometry for Path-Dependent Context Generation OpenAlex Paper Jaikaran Singh Pahwa, Shreshtha Rawat Jul 19 030 Belief-Scaled Irreversible Finsler Geometry for Path-Dependent Context Generation OpenAlex Paper Jaikaran Singh Pahwa, Shreshtha Rawat Jul 19 031 Comparing Human and ChatGPT Performance on the Force Concept Inventory: An Item-Level Analysis Through Rasch Modeling and the Theory of Conceptual Fields OpenAlex Paper Gabriel Dias de Carvalho, Mikael Frank Rezende et al. Jul 19 032 A LOGICAL PROOF OF THE DETERMINANT PROPERTY FOR AI STABILITY OpenAlex Paper Hwajoon Kim Jul 16 033 A Data‐Driven Closed‐Loop Control Approach to Drive Neural State Transitions for Mechanistic Insight OpenAlex Paper Niklas Emonds, Evelyn Herberg et al. Jul 15 034 A Reservoir Computing Approach to Quantum Gate Synthesis OpenAlex Paper Francesco Caravelli, Roberto Menta et al. Jul 15 035 Counterfactual Data Augmentation for Offline Reinforcement Learning via Conditional Diffusion Models OpenAlex Paper Rishi Ojha, Shivam Rajput, Shivam Dhakad, Vikash Narveriya, Dr. Shiv Kumar Sharma Jul 15 036 Counterfactual Data Augmentation for Offline Reinforcement Learning via Conditional Diffusion Models OpenAlex Paper Rishi Ojha, Shivam Rajput, Shivam Dhakad, Vikash Narveriya, Dr. Shiv Kumar Sharma Jul 15 037 AIME2: toward a unified algebraic theory of explainability via approximate inverse operators OpenAlex Paper Takafumi Nakanishi Jul 14 038 Ensemble Extreme Learning Machines for Uncertainty Quantification in Ordinary Differential Equations OpenAlex Paper Sajad Ahmad Sheikh, Lateef Ahmad Wani Jul 14 039 Forked Physics-Informed Neural Networks for Non-Markovian Open Quantum Dynamics and Control OpenAlex Paper Zhao-Wei Wang, Kai-Yu Yuan et al. Jul 14 040 Reciprocal Inference Kernel: A Normalized Stability-Pressure Control Layer for Calibrated and Cost-Aware AI Output OpenAlex Paper Jeffrey Pallesen Jul 14 041 Reciprocal Inference Kernel: A Normalized Stability-Pressure Control Layer for Calibrated and Cost-Aware AI Output OpenAlex Paper Jeffrey Pallesen Jul 14 042 Reading What Was Never Taught: The Tensor Interception Layer (TIL) as a Real-time Substrate for Detecting Emergent and Unintended Learning in Neural Networks OpenAlex Paper PRAKASH VAITHYANATHAN Jul 13 043 Reading What Was Never Taught: The Tensor Interception Layer (TIL) as a Real-time Substrate for Detecting Emergent and Unintended Learning in Neural Networks OpenAlex Paper PRAKASH VAITHYANATHAN Jul 13 044 STELLA: a modular framework for SpatioTemporal Event-based Lagrangian particLe trAcking OpenAlex Paper Sebastian Sachs, Steffen Jung et al. Jul 13 045 Two-Dimensional Deep ReLU CNN Approximation for Korobov Functions: A Constructive Approach OpenAlex Paper Qin Fang, Lei Shi et al. Jul 13 046 Research on Novel Neural Networks: Memory Vaporization Neural Network (MV-Net) OpenAlex Paper Jincheng Zhang Jul 11 047 Research on Novel Neural Networks: Memory Vaporization Neural Network (MV-Net) OpenAlex Paper Jincheng Zhang Jul 11 048 Self-Correcting Neural Networks: Provable Robustness through Gradient Surgery OpenAlex Paper Rokib Al Dhin Raadh Jul 11 049 Accelerated Fractional-Order Gradient Method: Convergence Analysis and Applications in Deep Neural Networks OpenAlex Paper Yiyu Liu, Ailun Jian et al. Jul 9 050 Manifold-adapted radial basis functions for reduced-order modelling of chaotic flows OpenAlex Paper Miguel Pérez Cuadrado, Giorgio Maria Cavallazzi et al. Jul 9 051 Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling OpenAlex Paper Isidora Teofilović, Sergio Hernandez Fernandez et al. Jul 8 052 Learning the Energy Landscapes of Dynamical Systems via Energetic Variational Optimal Transport under Data Quantity--Quality Trade-offs OpenAlex Paper Shun Wang, Chun Liu et al. Jul 8 053 TransScale Boundary State Field Calculus: Typed Observation, Admissible Transfer, and Falsifiable Persistence in Finite Open Systems OpenAlex Paper J Tree Jul 8 054 A Semismooth Newton Augmented Lagrangian Method for Sparse Spectral Risk Optimization OpenAlex Paper Rufeng Xiao, Rujun Jiang et al. Jul 7 055 Foundations for Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance OpenAlex Paper Istvan David, Kyanna Dagenais Jul 7 056 Leveraging Metrologically Useful States in Quantum Reservoir Networks OpenAlex Paper Erik Connerty, Margarite LaBorde et al. Jul 7 057 ML-School: A Benchmark for Grading Reinforcement-Learning Agents Across Families OpenAlex Paper Peter Visi Jul 5 058 ML-School: A Benchmark for Grading Reinforcement-Learning Agents Across Families OpenAlex Paper Peter Visi Jul 5 059 A Metric-Adaptive Hybrid Pipeline for Chaotic Lorenz Dynamics in the Common Task Framework for Scientific Machine Learning OpenAlex Paper Dumitru Novic Jul 4 060 A Metric-Adaptive Hybrid Pipeline for Chaotic Lorenz Dynamics in the Common Task Framework for Scientific Machine Learning OpenAlex Paper Dumitru Novic Jul 4