All software
swyft
swyft is the official implementation of Truncated Marginal Neural Ratio Estimation, a hyper-efficient, simulation-based inference technique for complex data and expensive simulators.
- Bayesian Inference
- Data Analysis
- ("Jupyter Notebook")
- (Python)
Basic code for simulations of reduced Gilad model
Basic code for simulations of reduced Gilad model
- dynamical systems
- matlab code
- pattern formation
- + 2
Numerical and analytical model for Taylor flow in tubular CO2 electrolyser
Numerical and analytical model for Taylor flow in tubular CO2 electrolyser
- COMSOL
- gas-liquid Taylor flow
- MATLAB
- + 1
AMBER
A real-time pipeline to search for Fast Radio Bursts and other transient radio sources.
- Big data
- GPU
- High performance computing
- + 1
- (C++)
- (CMake)
OMUSE
A Python environment to interface and couple oceanographic and other earth system model codes.
- High performance computing
- Multi-scale & multi model simulations
- (Batchfile)
- (C)
- (C++)
- + 10
Code supporting the publication: Going in style: Audio backdoors through stylistic transformations.
Code supporting the publication: Going in style: Audio backdoors through stylistic transformations.
- backdoor attack
- deep learning
- Google Speech Commands
- + 4
- (Other)
- (Python)
- (Shell)
Data underlying the publication/thesis chapter: FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
Data underlying the publication/thesis chapter: FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
- computer vision
- Convolutional Neural Network
- kernel size
- + 2
- ("Jupyter Notebook")
- (Markdown)
- (Other)
- + 2
eAC_charging_infra_optimization
Code underlying the publication: Optimizing the battery charging and swapping infrastructure for electric short-haul aircraft—The case of electric flight in Norway
- Battery swapping systems
- Commuter air transport
- Electric aviation
- + 3
- (Markdown)
- (Other)
- (Python)
finite-strain-inverse-designed-spinodoids
Data and Code underlying publication: Experiment-informed finite-strain inverse design of spinodal metamaterials
- In situ characterization
- Inverse design
- Machine learning
- + 2
- (Matlab)
- (Other)
- (Python)
Imitation learning model and datasets: "A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in SCIP"
Imitation learning model and datasets: "A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in SCIP"
- branch-and-bound
- imitation learning
- MIP
- + 3
laserchicken
Toolkit for preprocessing and feature calculation of point clouds created using airborne laser scanning
- Big data
- Machine learning
- ("Jupyter Notebook")
- (Python)
MUSCLE3
MUSCLE3 is a coupling library for building multiscale simulations out of single-scale models.
- High performance computing
- Multi-scale & multi model simulations
- (C)
- (C++)
- (Dockerfile)
- + 4