surrogate-model

There are 2 repositories under surrogate-model topic.

nickhnelsen / fourier-neural-mappings
An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.
infinite-dimensions operator-learning partial-differential-equations surrogate-model functional-regression neural-operator fourier-neural-operator
Language:Python 13
gabrielegilardi / SignalFilters
Signal Filtering and Generation of Synthetic Time-Series.
digital-filters python signal-processing surrogate-model synthetic-data time-series trading
Language:Python 11
BaratiLab / SurrogateMeltPool_DL
Source code for Surrogate Modeling of Melt Pool Temperature Field using Deep Learning
convolutional-neural-network deep-learning laset-bed-powder-fusion surrogate-model
Language:Python 7
Martin-Lacroix / ChaosKIT
Arbitrary Polynomial Chaos Toolkit
polynomial-chaos-expansion uncertainty-propagation surrogate-model python quadrature-rules
Language:Python 3
BogdanM1 / surro-muscle
Data-driven surrogate model of the Huxley muscle model based on Gated Recurrent Unit (GRU), Temporal Convolutional Network (TCN), Nested Long Short-Term Unit (Nested LSTM)..
convolutional-neural-networks recurrent-neural-networks surrogate-model huxley-muscle-model
Language:Python 0
Fabrication-in-the-Loop-Co-Optimization-of-Surfaces-and-Styli-for-Drawing-Haptics
misop / Fabrication-in-the-Loop-Co-Optimization-of-Surfaces-and-Styli-for-Drawing-Haptics
Supplementary materials for Siggraph 2020 technical paper Fabrication-in-the-Loop Co-Optimization of Surfaces and Styli for Drawing Haptics
2020 data-driven drawing fabrication-in-the-loop gaussian-processes optimization perception perceptual-space reproduction siggraph surrogate-model tools
Language:MATLAB 0
UCL-CCS / DRTNN
Deep Residual Transformer Neural Network (DRTNN)
neural-network residual-network surrogate-model transformer
Language:Python