GitHub topics: surrogate-modeling
HSE-LAMBDA/digital-twin
Performance Modeling of Data Storage Systems Using Generative Models, IEEE Access, vol. 13, pp. 49643-49658, 2025, doi: 10.1109/ACCESS.2025.3552409
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blutjens/climate-emulator
A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)
Language: Jupyter Notebook - Size: 5.03 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 14 - Forks: 0
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.
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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.
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KHU-MASLAB/cNN-DP
A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives
Language: Python - Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
