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A benchmark set of NP-Complete Puzzles for the purpose of testing VLMs and Neuro-Symbolic Approaches.

Python 1 1 Updated Jun 6, 2026

Repository for the workshop "Latent space navigation – interpretation, probing and steering" organized at Danish Digitalization, Data Science and AI 3.0 (D3A), August 26, 2025.

Jupyter Notebook 22 3 Updated Aug 26, 2025

Neural Network Verification Software Tool https://www.verivital.com Documentation:

MATLAB 146 64 Updated Jun 30, 2026

BehaVerify: A Formal Verification Tool for Behavior Trees

Python 25 9 Updated May 22, 2026

A PyTorch Geometric implementation of Learning to Simulate Complex Physics with Graph Networks (Sanchez-Gonzalez et al., 2020). Trains a GNN to predict particle accelerations from local interaction…

Jupyter Notebook 16 Updated Mar 2, 2026

A Python implementation of the Neural Network Verification (NNV) tool.

Python 4 5 Updated Jul 6, 2026

This is the code that relates to the NAHS paper "data-driven abstraction-based control synthesis" written by Kazemi, Majumdar, Salamati, Soudjani, and Wooding

C++ 1 1 Updated Sep 1, 2025

Browser extension that enhances Google Scholar with citation-based sorting and venue ranking badges (CORE, SJR, JCR, ERA, QUALIS, h5-index) for conferences and journals

JavaScript 33 9 Updated Jul 29, 2026

The AI agents class (CS 839) at UW-Madison

119 8 Updated Jan 22, 2026

[NeurIPS 2023] Neural Lyapunov Control for Discrete-Time Systems

Python 16 2 Updated Jul 29, 2024

Workshop on designing efficient and scalable physics-informed neural networks with JAX

Jupyter Notebook 70 10 Updated Nov 27, 2025
Jupyter Notebook 1 3 Updated Aug 26, 2025

Tools and scripts for reproducing results for FMCAD 2024 paper on Neural Lyapunov Barrier Certificates

Python 4 1 Updated Jul 22, 2024

Code from the paper "Neural Barrier Certificates Synthesis of NN-Controlled Continuous Systems via Counterexample-Guided Learning", published at the 61st ACM/IEEE Design Automation Conference.

Python 2 Updated Jan 23, 2024

TRUST: StabiliTy and Safety ContRoller Synthesis for Black-Box Systems Using a Single Trajectory

Python 5 2 Updated Aug 6, 2026

Introductory workshop on PINNs using the harmonic oscillator

Jupyter Notebook 166 57 Updated Nov 19, 2025

PRoTECT is an open-source software tool, with a user-friendly GUI, for the purposes of formal verification using polynomial-type barrier certificates for safety specifications. PRoTECT can handle d…

Python 5 3 Updated May 12, 2026

IMPaCT: Interval MDP Parallel Construction for Controller Synthesis of Large-Scale Stochastic Systems. IMPaCT is an open-source software tool for the parallelized verification and controller synthe…

C++ 11 1 Updated Jul 2, 2026