Papers Using This Method
Neural networks for the prediction of peel force for skin adhesive interface using FEM simulation2025-06-09Multi-Objective Neural Network Assisted Design Optimization of Soft Fin-Ray Grippers for Enhanced Grasping Performance2025-05-31Defining Foundation Models for Computational Science: A Call for Clarity and Rigor2025-05-28KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation2025-05-19Physics-informed Multiple-Input Operators for efficient dynamic response prediction of structures2025-05-11Accelerating Multiscale Modeling with Hybrid Solvers: Coupling FEM and Neural Operators with Domain Decomposition2025-04-15AI-University: An LLM-based platform for instructional alignment to scientific classrooms2025-04-11A discrete physics-informed training for projection-based reduced order models with neural networks2025-03-31MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network2025-03-17A physics-informed Bayesian optimization method for rapid development of electrical machines2025-03-01The Finite Element Neural Network Method: One Dimensional Study2025-01-21PINN-FEM: A Hybrid Approach for Enforcing Dirichlet Boundary Conditions in Physics-Informed Neural Networks2025-01-14A Multi-Fidelity Graph U-Net Model for Accelerated Physics Simulations2024-12-19Isogeometric Analysis for the Pricing of Financial Derivatives with Nonlinear Models: Convertible Bonds and Options2024-12-12Finite Element Neural Network Interpolation. Part I: Interpretable and Adaptive Discretization for Solving PDEs2024-12-07Deep Fourier-embedded Network for Bi-modal Salient Object Detection2024-11-27Deployment of ARX Models for Thermal Forecasting in Power Electronics Boards Using WBG Semiconductors2024-11-25Predicting Wall Thickness Changes in Cold Forging Processes: An Integrated FEM and Neural Network approach2024-11-20Analytic Design of Flat-Wire Inductors for High-Current and Compact DC-DC Converters2024-11-20A New 8/14 Two-Phase Switched Reluctance Motor with Improved Performance2024-11-09