Software | Research Software Directory

Multistage-PINN

Code underlying the publication: Multistage physics informed neural network for solving coupled multiphysics problems in material degradation and fluid dynamics

Asphalt aging
Multiphysics modeling
Multistage learning
+ 2

("Jupyter Notebook")
(Markdown)
(Other)

4

10

petcluster

Petrochemical cluster analysis tool

complex networks
Industrial cluster
industrial ecology
+ 2

(Markdown)
(Other)
(Python)

4

10

MDStudio

A tool to run molecular dynamics workflows.

High performance computing
Real time data analysis
Workflow technologies

(CSS)
(Dockerfile)
(HTML)
+ 5

4

10

Code and data belonging to the publication "Closed-loop Aspects of Data-Enabled Predictive Control"

closed loop identification
Data-driven control
Data-enabled Predictive Control
+ 2

(Markdown)
(Matlab)
(Other)

4

9

Code for the publication: Vibration-induced friction modulation for a general frequency of excitation

Average friction
Mechanical vibration
Method of direct separation of motion
+ 1

1

9

Code underlying the publication: "PATE: Proximity-Aware Time series anomaly Evaluation"

Anomaly detection
Evaluation Metrics
Precision
+ 2

(Markdown)
(Other)
(Python)
+ 1

3

9

FedvsCent

Code supporting chapter 3 of the PhD thesis: "A comprehensive experimental comparison between federated and centralized learning Open Access"

benchmark
complex models
Distributed data
+ 3

3

9

Hydrodynamic Analysis of Marine Structures-Marine Renewable Energies Lab (HAMS-MREL)

BIEM
HAMS
HAMS-MREL
+ 4

5

9

mpcrl-for-ramp-metering

Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering

Model predictive control
Ramp Metering
Reinforcement learning

(Markdown)
(Other)
(Python)
+ 1

1

9

Scripts and data accompanying publication: "Manure matters: Prospects for regional banana-livestock integration for sustainable intensification in South-West Uganda"

cattle
crop-livestock integration
East African Highland Banana
+ 5

1

9

Bacting

Bacting is an open-source platform for chemo- and bioinformatics based on Bioclipse that defines a number of common domain objects and wraps common functionality, providing a toolkit independent, scriptable solution to handle data from the life sciences.

bioinformatics
Cheminformatics

(Java)
(TeX)

1

9

gammalearn

Deep Learning for Imaging Cherenkov Telescopes Data Analysis

cta
deep learning
Gamma-ray telescopes
+ 1

(Dockerfile)
(Python)

4

9