All software
Code accompanying the paper "Modeling the effect of prior austenite grain size on bainite formation kinetics."
Code accompanying the paper "Modeling the effect of prior austenite grain size on bainite formation kinetics."
- Bainite
- Grain size
- Nucleation
- + 2
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
trip-planning
Code underlying the publication: Dealing with Uncertainty: Understanding the Impact of Prognostic Versus Diagnostic Tasks on Trust and Reliance in Human-AI Decision Making
- Diagnostic
- Empirical Studies
- Human-AI Decision-Making
- + 6
- (CSS)
- (HTML)
- (JavaScript)
- + 3
APE
A CLI, Java API and RESTful API for the automated generation of computational pipelines (scientific workflows) from large collections of computational tools.
- Java
- Program synthesis
- Workflow technologies
- (ANTLR)
- ("Common Workflow Language")
- (Java)
Inseq
Interpretability for sequence generation models 🐛 🔍
- deep learning
- Explainable AI
- generative models
- + 2
- (Dockerfile)
- (Makefile)
- (Python)
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
DeepRank2
DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces or single-residue missense variants. This package is an improved and unified version of three previously developed packages: DeepRank, DeepRank-GNN and DeepRank-Mut.
- Cancer vaccine
- Convolutional Neural Network
- Deep Learning Framework
- + 5
- (Dockerfile)
- ("Jupyter Notebook")
- (Python)
- + 1
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)
PyBanshee, Python-based open source of the MATLAB toolbox BANSHEE.
PyBanshee, Python-based open source of the MATLAB toolbox BANSHEE.
- Bayesian network models
- Gaussian copula
- Python package
Arena-Crowds
Arena-Crowds is Python scripts for the data analysis to estimate crowd density based on WiFi positioning.
- Computer networks
- Networks
- Network Science
- ("Jupyter Notebook")
- (Python)
DIANNA
Deep Insight And Neural Network Analysis, DIANNA is the only Explainable AI, XAI library for scientists supporting Open Neural Network Exchange, ONNX - the de facto standard models format.
- Explainable AI
- Image processing
- Machine learning
- + 2
- ("Jupyter Notebook")
- (Python)
- (TeX)
Measurements.jl
Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.
- error propagation
- Julia Package
- Physics
- + 1
- (Julia)