Methods › General › Activation Functions › FEM

Features Explanation Method

FEM

90 papers tagged archive 2025-07-28

Introduced by Kazi Ahmed Asif Fuad et al. in Features Understanding in 3D CNNs for Actions Recognition in Video

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 90, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Neural networks for the prediction of peel force for skin adhesive interface using FEM simulation
  9 Jun 2025 · 0 repositories · arXiv:2506.19855
• Multi-Objective Neural Network Assisted Design Optimization of Soft Fin-Ray Grippers for Enhanced Grasping Performance
  31 May 2025 · 0 repositories · arXiv:2506.00494
• Defining Foundation Models for Computational Science: A Call for Clarity and Rigor
  28 May 2025 · 0 repositories · arXiv:2505.22904
• KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation
  19 May 2025 · 0 repositories · arXiv:2505.13315
• Physics-informed Multiple-Input Operators for efficient dynamic response prediction of structures
  11 May 2025 · 0 repositories · arXiv:2505.07090
• Accelerating Multiscale Modeling with Hybrid Solvers: Coupling FEM and Neural Operators with Domain Decomposition
  15 Apr 2025 · 0 repositories · arXiv:2504.11383
• AI-University: An LLM-based platform for instructional alignment to scientific classrooms
  11 Apr 2025 · 1 repository · arXiv:2504.08846
• A discrete physics-informed training for projection-based reduced order models with neural networks
  31 Mar 2025 · 0 repositories · arXiv:2504.13875
• MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network
  17 Mar 2025 · 0 repositories · arXiv:2503.13123
• A physics-informed Bayesian optimization method for rapid development of electrical machines
  1 Mar 2025 · 0 repositories · arXiv:2503.00420
• The Finite Element Neural Network Method: One Dimensional Study
  21 Jan 2025 · 0 repositories · arXiv:2501.12508
• PINN-FEM: A Hybrid Approach for Enforcing Dirichlet Boundary Conditions in Physics-Informed Neural Networks
  14 Jan 2025 · 0 repositories · arXiv:2501.07765
• A Multi-Fidelity Graph U-Net Model for Accelerated Physics Simulations
  19 Dec 2024 · 0 repositories · arXiv:2412.15372
• Isogeometric Analysis for the Pricing of Financial Derivatives with Nonlinear Models: Convertible Bonds and Options
  12 Dec 2024 · 0 repositories · arXiv:2412.08987
• Finite Element Neural Network Interpolation. Part I: Interpretable and Adaptive Discretization for Solving PDEs
  7 Dec 2024 · 1 repository · arXiv:2412.05719
• Deep Fourier-embedded Network for Bi-modal Salient Object Detection
  27 Nov 2024 · 1 repository · arXiv:2411.18409
• Deployment of ARX Models for Thermal Forecasting in Power Electronics Boards Using WBG Semiconductors
  25 Nov 2024 · 0 repositories · arXiv:2411.17748
• Analytic Design of Flat-Wire Inductors for High-Current and Compact DC-DC Converters
  20 Nov 2024 · 0 repositories · arXiv:2411.13307
• Predicting Wall Thickness Changes in Cold Forging Processes: An Integrated FEM and Neural Network approach
  20 Nov 2024 · 0 repositories · arXiv:2411.13366
• A New 8/14 Two-Phase Switched Reluctance Motor with Improved Performance
  9 Nov 2024 · 0 repositories · arXiv:2411.06161
• Energy-based physics-informed neural network for frictionless contact problems under large deformation
  6 Nov 2024 · 1 repository · arXiv:2411.03671
• GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
  2 Nov 2024 · 1 repository · arXiv:2411.01200
  Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
• A Multiphysics Analysis and Investigation of Soft Magnetics Effect on IPMSM: Case Study Dynamometer
  31 Oct 2024 · 0 repositories · arXiv:2410.24172
• Embedding an ANN-Based Crystal Plasticity Model into the Finite Element Framework using an ABAQUS User-Material Subroutine
  25 Sep 2024 · 0 repositories · arXiv:2410.08214
• Stress Predictions in Polycrystal Plasticity using Graph Neural Networks with Subgraph Training
  8 Sep 2024 · 1 repository · arXiv:2409.05169
• Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems
  7 Sep 2024 · 0 repositories · arXiv:2409.04740
• Optimizing Collaboration of LLM based Agents for Finite Element Analysis
  23 Aug 2024 · 0 repositories · arXiv:2408.13406
• Damage identification for bridges using machine learning: Development and application to KW51 bridge
  6 Aug 2024 · 0 repositories · arXiv:2408.03002
• Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion
  28 Jun 2024 · 1 repository · arXiv:2406.19640
  Syntology ran 5 of 5 samples · 0 unverified · 5 pointer-only (licence)
• Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation
  25 Jun 2024 · 0 repositories · arXiv:2406.17679

Tasks archive 2025-07-28

20 shown of 56 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections