NeuralPDE.jl

swMATH39548MaRDI QIDQ55248

No author found.

Source code repository: https://github.com/SciML/NeuralPDE.jl

Related Items (54)

Majorant series for theN-body problem ⋮ Efficient computation of Jacobian matrices for entropy stable summation-by-parts schemes ⋮ \(L_2\) stability of explicit Runge-Kutta schemes ⋮ Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training ⋮ The effect of geometry on survival and extinction in a moving-boundary problem motivated by the Fisher-KPP equation ⋮ Analysis of a Dynamical System Modeling Lasers and Applications for Optical Neural Networks ⋮ Lax-Wendroff flux reconstruction method for hyperbolic conservation laws ⋮ Scientific machine learning through physics-informed neural networks: where we are and what's next ⋮ Fixed and distributed gene expression time delays in reaction-diffusion systems ⋮ Program package MPGOS: challenges and solutions during the integration of a large number of independent ODE systems using GPUs ⋮ A Proximal Quasi-Newton Trust-Region Method for Nonsmooth Regularized Optimization ⋮ Markov-modulated jump-diffusion models for the short rate: pricing of zero coupon bonds and convexity adjustment ⋮ Predicting spatio-temporal time series using dimension reduced local states ⋮ A mathematical study of the role of tbregs in breast cancer ⋮ Fast and robust computation of coherent Lagrangian vortices on very large two-dimensional domains ⋮ Cosmic censorship violation in black hole collisions in higher dimensions ⋮ Profile likelihood-based parameter and predictive interval analysis guides model choice for ecological population dynamics ⋮ Holographic bubbles with \texttt{Jecco}: expanding, collapsing and critical ⋮ Compact kink and its interaction with compact oscillons ⋮ Periodic orbits in Hořava-Lifshitz cosmologies ⋮ Long-time integration of parametric evolution equations with physics-informed DeepONets ⋮ Optimal control by deep learning techniques and its applications on epidemic models ⋮ A reduced model of cell metabolism to revisit the glycolysis-OXPHOS relationship in the deregulated tumor microenvironment ⋮ Slowly activating outward membrane currents generate input-output sub-harmonic cross frequency coupling in neurons ⋮ Resonance Behavior of the Non-Ideal System Which Contains a Snap-Through Truss Absorber ⋮ Stable solvers for real-time complex Langevin ⋮ Collocation based training of neural ordinary differential equations ⋮ Arbitrary high-order, conservative and positivity preserving Patankar-type deferred correction schemes ⋮ A Broad Class of Conservative Numerical Methods for Dispersive Wave Equations ⋮ DeC and ADER: similarities, differences and a unified framework ⋮ A mathematical model for the effect of low-dose radiation on the G2/M transition ⋮ Computer algebra in Julia ⋮ A white noise approach to evolutionary ecology ⋮ Coherent electronic transport in periodic crystals ⋮ Resonance behavior of the system with a limited power supply having the Mises girder as absorber ⋮ Model-based data analysis of tissue growth in thin 3D printed scaffolds ⋮ Barriers to the Transport of Diffusive Scalars in Compressible Flows ⋮ Pontryagin-type conditions for optimal muscular force response to functional electrical stimulations ⋮ Anti-brane singularities as red herrings ⋮ Energy Stability of Explicit Runge--Kutta Methods for Nonautonomous or Nonlinear Problems ⋮ On the rate of error growth in time for numerical solutions of nonlinear dispersive wave equations ⋮ Parallel execution of schedules with random dependency graph ⋮ Data-driven stochastic modeling of coarse-grained dynamics with finite-size effects using Langevin regression ⋮ Higher-order finite element approximation of the dynamic Laplacian ⋮ Optimized Runge-Kutta methods with automatic step size control for compressible computational fluid dynamics ⋮ NetworkDynamics.jl—Composing and simulating complex networks in Julia ⋮ Issues with positivity-preserving Patankar-type schemes ⋮ Black hole collisions, instabilities, and cosmic censorship violation at large \(D\) ⋮ Global Time-Renormalization of the Gravitational $N$-body Problem ⋮ Towards a comprehensive approach to optimal control of non-ideal binary batch distillation ⋮ Decomposing reach set computations with low-dimensional sets and high-dimensional matrices (extended version) ⋮ PETSc TSAdjoint: A Discrete Adjoint ODE Solver for First-Order and Second-Order Sensitivity Analysis ⋮ Pattern formation and front stability for a moving-boundary model of biological invasion and recession ⋮ Mathematical modeling of tumor-immune system interactions: the effect of rituximab on breast cancer immune response

This page was built for software: NeuralPDE.jl