numerical method

Comprehensive Review of Neural Differential Equations for Time Series Analysis IJCAI 2025 IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method EMNLP 2025 Tensor Network: from the Perspective of AI4Science and Science4AI IJCAI 2025 Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances ICLR 2024 Accelerating Guided Diffusion Sampling with Splitting Numerical Methods ICLR 2023 DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks AAAI 2023 PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers AAAI 2023 Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023 ResNet After All: Neural ODEs and Their Numerical Solution ICLR 2021 Solving high-dimensional parabolic PDEs using the tensor train format ICML 2021 Linear Antisymmetric Recurrent Neural Networks L4DC 2020 A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV 2015 Partial Symmetry in Polynomial Systems and its Applications in Computer Vision CVPR 2014 Multi-loop Position Analysis via Iterated Linear Programming RSS 2006