surrogate-modeling

There are 0 repository under surrogate-modeling topic.

AlgoMathITMO / DPRank
This repository provides an implementation of algorithmic support for dynamic pricing based on surrogate ticket demand modeling for a passenger rail company on open data.
differential-evolution dynamic-pricing incremental-learning open-data optimization-algorithms optimization-problem trains trains-information trains-problem price-elasticity-of-demand surrogate-modeling
Language:Jupyter Notebook 3
0x4249 / NNAIF
Python code for running the numerical experiments in the paper "Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods" by Brian Irwin, Eldad Haber, Raviv Gal, and Avi Ziv.
derivative-free-optimization neural-networks surrogate-modeling implicit-filtering
Language:Jupyter Notebook 1
KHU-MASLAB / cNN-DP
A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives
data-driven-model dynamics-simulation impulse-response multibody-dynamics nonlinear-dynamics pytorch surrogate-modeling surrogate-models
Language:Python 1

AlgoMathITMO / DPRank