4TU | Research Software Directory

Code supporting the paper: High-speed predictions of post-burn contraction using a neural network trained on 2D-finite element simulations

Feedforward neural network
Machine learning
Monte Carlo simulations
+ 2

3

2

Code to produce the results of the publication: “Reducing the Soleus Stretch Reflex with Conditioning: Exploring Game- and Impedance-based Biofeedback”

Electromyography (EMG)
Gamification
operant conditioning
+ 2

1

2

Code underlying the publication: Exploiting Learned Symmetries in Group Equivariant Convolutions

equivariance
equivariant convolutions
separable convolutions

(Markdown)
(Other)
(Python)

2

Code underlying the publication: "Humans disagree with the IoU for measuring object detector localization error."

Human preference
Intersection over Union (IoU)
Object detection

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

3

2

Data underlying the publication/thesis chapter: Scale Learning in Scale-Equivariant Convolutional Networks

computer vision
Convolutional neural network (CNN)
equivariance
+ 3

(JSON)
("Jupyter Notebook")
(Markdown)
+ 5

6

2

Dynamic-Graph-Decomposition

Code underlying the publication: Tensor Graph Decomposition for Temporal Networks

decomposition
dynamic graphs
graph signal processing
+ 1

(Matlab)
(Other)

2

mo-tas

Truck Appointment Systems - Multi-Objective model

Collaboration
Multi-Agent Systems
prioritized planning
+ 2

(Markdown)
(Python)

1

2

OFF framework, code underlying the publication A dynamic open-source model to investigate wake dynamics in response to wind farm flow control strategies

dynamic parametric wake model
surrogate wake model
wind farm flow control
+ 1

(CSS)
(HTML)
(JavaScript)
+ 7

2

oraqle

Oraqle: A Depth-Aware Secure Computation Compiler

arithmetization
compiler
cryptography
+ 1

(C++)
("Jupyter Notebook")
(Markdown)
+ 4

1

2

PETsChallenge

Code underlying: Privacy-Preserving Membership Queries for Federated Anomaly Detection

Anomaly detection
cryptography
elliptic curves
+ 4

(HTML)
(Markdown)
(Other)
+ 4

8

2

SO-CRYSTAL

Code underlying: Shape Optimization of Scintillation Crystals through GEANT4 and NSGAII (SO-CRYSTAL)

Finite-difference time-domain method
Genetic algorithms
Material properties
+ 2

(C++)
(Markdown)
(Other)
+ 1

1

2

Software for "Smart 3D super-resolution microscopy reveals the architecture of the RNA scaffold in a nuclear body"

Architectural RNA
Morphological Sorting
NEAT1
+ 6

8

2