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Topic: "hybrid-modeling"

gama-platform/gama.old

Main repository for developing the 1.x versions of GAMA

Language: Java - Size: 1.1 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 300 - Forks: 99

hilo-mpc/hilo-mpc

HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

Language: Python - Size: 5.93 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 174 - Forks: 36

ThummeTo/FMIFlux.jl

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

Language: Julia - Size: 185 MB - Last synced at: 14 days ago - Pushed at: 17 days ago - Stars: 57 - Forks: 15

CryoGrid/CryoGrid.jl

Next generation permafrost process modeling in the Julia programming language.

Language: Julia - Size: 85.8 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 14 - Forks: 3

yools56/Neural-Network-based-HAR-models

R code and Realized Volatility (RV) series set for fitting NN-based-HAR models to multinational RV series.

Language: R - Size: 22 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 6

natchi92/BASBenchmarks

Benchmarks for CPS: A modular model library for buildings automation

Language: MATLAB - Size: 43 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 2

jrcramos/Hybrid-modeling-of-bioreactor-with-LSTM

Deep hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equations

Language: MATLAB - Size: 3.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 3

babak2/HAAMoS

Hybrid Aggregated Agent‐based Microsimulation of Segregation

Language: Java - Size: 13.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

MathijsVanhaverbeke/fastMRI-hybrid-modelling

Investigate the influence of hybrid modelling on deep learning-based MRI reconstruction performance. This was done using the fastMRI dataset.

Language: Jupyter Notebook - Size: 4.39 GB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

huytjuh/Hybrid-Time-Series-Modeling

Hybridization of Econometric and Machine Learning time-series models for cross-learning linear and non-linear patterns.

Language: Python - Size: 113 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

huytjuh/Recommender-System-Basket-Analysis

Basket-Sensitive Recommender System & Factorization Machines for grocery shopping based on hybrid random walk models.

Language: R - Size: 60.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

arnaou/dig4bio-workshops

The Dig4Bio worskhop series

Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

deepbiolab/reinforce-bio

Research on leveraging reinforcement learning to optimize bioprocess parameters and improve efficiency in biological systems.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

deepbiolab/neural-bio

A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.

Language: Python - Size: 9.95 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

raginisharma96/rain_prediction

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 2

Related Topics
machine-learning 4 simulation 3 modeling 3 neural-networks 3 deep-learning 3 neuralode 2 agent-based-modeling 2 agent-based-simulation 2 complex-systems 2 julia 2 java 2 process-optimization 2 econometrics 2 mathematical-modelling 2 biotechnology 2 bioreactor 2 time-series-forecasting 2 har-model 1 gaussian-processes 1 kalman-filters 1 lqr 1 neuralfmu 1 mhe 1 model-based-optimization 1 fmu 1 fmi 1 model-predictive-control 1 moving-horizon-estimation 1 mpc 1 particle-filters 1 pinn 1 path-following-mpc 1 physics-informed-neural-networks 1 pid 1 research-education 1 trajectory-tracking-mpc 1 porous-media-flow 1 permafrost 1 heat-transfer 1 differential-equations 1 cryosphere 1 arctic 1 reinforcement-learning 1 gaussian-process 1 deep-reinforcement-learning 1 ddpg 1 bioprocess-optimization 1 urban-modelling 1 spatial-modeling 1 sociospatial-segregation-model 1 social-simulation 1 segregation-measures 1 residential-segregation 1 population-dynamics 1 neighborhood-effects 1 multi-scaled-modeling 1 housing-vacancy-effects 1 geographically-referenced-social-simulation 1 ehtnic-mosaic-pattern-simulator 1 artificial-society 1 agent-based-microsimulation 1 agent-based-computational-demography 1 scientific-machine-learning 1 physicsai 1 finance 1 reachability 1 probabilistic-models 1 cyber-physical-systems 1 building-automation 1 benchmark 1 analysis 1 metabolism 1 digital-twin 1 cultures 1 cell 1 bioreactors 1 bioprocess 1 recommender-system 1 grocery-shopping 1 factorization-machine 1 collaborative-filtering 1 basket-analysis 1 python3 1 naive-bayes-classification 1 logistic-regression 1 keras-models 1 jupyter-notebook 1 artificial-neural-networks 1 arima-model 1 tensorflow 1 pytorch 1 mri 1 medical-imaging 1 convolutional-neural-networks 1 python 1 mechanistic-modeling 1 digitization 1 digitalization 1 data-driven-modeling 1 biomanufacturing 1