AISP Is Structure Predictor

"To explore the interplay of experiment, theory and computation in Materials Genome"

AISP Structure Prediction Visualization

Introduction

We implement a crystal structure prediction package AISP which offers generating structure with symmetry constraints combined with a first-principles genetic algorithm (GA) for structural search. AISP is written in Python, and currently interfaces with VASP to perform local optimizations in energy and force.

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Features

Generating 3D, 2D, 1D, 0D crystal Structures with symmetry restriction

XRD simulation support

Genetic Algorithm to do global search in PES (potential energy surface)

JSON format input

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Release notes

Version 1.2.0 (2025.12.30)

The AISP program has been completely restructured and has been transformed into a pure Python-based architecture.

Version 1.1.0 (2025.5.25)

Fixed some bugs, improving the stability and robustness of AISP.

Version 1.0.6 (2024.10.8)

Added the van der Waals molecular crystal structure generation module

Version 1.0.5 (2023.5.10)

Added the 0-dimensional molecular structure generation module

Version 1.0.2 (2022.6.12)

Fixed some bugs, Added the function of structural similarity detection

Version 1.0.1 (2021.1.5)

XRD simulation support

Version 1.0.0 (2020.11.22)

The first edition of AISP was written in Python/C++

Join Our Team!
We welcome talented researchers and developers passionate about computational chemistry and software development to join the AISP project.
Contact us if you're interested in contributing to cutting-edge scientific software development.
Interested? Contact:Dr.Wang@ dancingw@ustc.edu.cn
Meet Our Team