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60 积分 2026-03-06 加入
Network architecture follows coupling in multiphysics systems: single vs. multiple branches in DeepONet and S-DeepONet
1个月前
已完结
Configurable physics-informed operator network for real-time multi-scenario hydrodynamics in river networks
1个月前
已完结
An adaptive residual-structured and scheduled loss weighting framework for enhancing physics-informed neural networks in solving partial differential equations
1个月前
已完结
Leveraging enhanced physics-informed neural networks based on adaptive weight loss for solving inverse problems of nonlinear Sine-Gordon equation
1个月前
已关闭
Leveraging Advanced Deep Neural Networks Algorithm for Solving Multi-dimensional Forward and Inverse Problems of Klein-Gordon Equation with Quadratic, Cubic, and Fifth-Degree Polynomials Nonlinearity
1个月前
已关闭
Leveraging enhanced physics-informed neural networks based on adaptive weight loss for solving inverse problems of nonlinear Sine-Gordon equation
1个月前
已关闭
Configurable physics-informed operator network for real-time multi-scenario hydrodynamics in river networks
3个月前
已完结
CEDDAR v1.0.2: Bridging physics and generative modelling for regional precipitation with controllable diffusion-based downscaling
3个月前
已关闭
A refined method for the simulation of catchment rainfall–runoff based on satellite–precipitation downscaling
3个月前
已完结
ASR-PINN: Adaptive step-size runge–kutta physics-informed neural network for multi-component reactive solute transport
3个月前
已关闭
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