Jinzhe Zeng Group avatar

Jinzhe Zeng Group

Official

@jinzhezenggroup · China

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3Public Repos
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43Published Skills

Jinzhe Zeng's research group at University of Science and Technology of China

Skills Distribution
DomainAI Models & ...Computational Chem.. (50%)Molecular Dynamics.. (30%)Machine Learning P.. (20%)

Agent Skills by Jinzhe Zeng Group

Showing 43 vetted skills indexed across 1 GitHub repositories.

jinzhezenggroupjinzhezenggroup
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dpdata-minimizer

Minimize geometries with dpdata minimizer plugins to produce a LabeledSystem.

Official
Intermediate
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dpdisp-submit

Convert shell commands into DPDispatcher job configurations for local or HPC schedulers.

Official
Advanced
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dpdata-driver

Label dpdata Systems with driver plugins to compute energies, forces, and virials.

Official
Intermediate
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search-species

Retrieve chemical names, formulas, masses, SMILES, and 2D images from OPSIN, PubChem, or Wikidata.

Official
Intermediate
jinzhezenggroupjinzhezenggroup
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phonopy

Orchestrate phonopy workflows for band structure, DOS, and thermal properties.

Official
Intermediate
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reacnetgenerator

Analyze LAMMPS reactive MD trajectories to generate reaction networks and reports.

Official
Advanced
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rdkit-conf

Generate RDKit conformers from SMILES and output SDF or XYZ files.

Official
Advanced
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rdkit-repr

Compute RDKit molecular descriptors and fingerprints from SMILES data.

Official
Intermediate
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unimol

Run Uni-Mol embedding, training, and prediction workflows via a CLI wrapper.

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Advanced
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lammps-reaxff

Generate and validate annotated LAMMPS ReaxFF input scripts with QEq configuration.

Official
Advanced
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lammps-deepmd

Automate LAMMPS simulations with DeePMD-kit potentials and ensemble selection.

Official
Advanced
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antechamber

Automate atom typing, charge assignment, and prep input generation for AMBER workflows.

Official
Intermediate
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packmol-generate-mixture

Generate packed molecular XYZ configurations for mixtures using Packmol.

Official
Advanced
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dpdata-cli

Convert atomic simulation data between VASP, LAMMPS, QE, CP2K, and ABACUS formats.

Official
Intermediate
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openbabel

Convert chemical file formats and generate 3D coordinates from SMILES.

Official
Intermediate
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pymatgen-structure

Processes CIF, POSCAR, XYZ structures with pymatgen for supercells, substitutions, symmetry analysis, and summaries.

Official
Intermediate
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dft-vasp

Route VASP tasks to static, relax, dos, or band subskills.

Official
Advanced
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dft-siesta

Route SIESTA requests to task-specific subskills based on user intent.

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Intermediate
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dft-cp2k

Route CP2K workflow requests to task-specific subskills based on user intent.

Official
Advanced
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run-gauss

Generate Gaussian execution templates with environment checklists and scratch management.

Official
Intermediate
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dftbplus

Routes DFTB+ requests to the appropriate task-specific subskill.

Official
Advanced
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dft-abinit

Route ABINIT requests to task-specific subskills for static, relax, md, and electronic workflows.

Official
Advanced
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gjf-flux

Assemble and extract Gaussian .gjf job files from modular blocks.

Official
Advanced
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dft-qe

Generate Quantum ESPRESSO input tasks from structures and DFT settings.

Official
Advanced

Frequently Asked Questions About Jinzhe Zeng Group

FAQPage Schema
What specific computational chemistry tasks are supported?

The group supports geometry minimization, band structure calculation, density of states analysis, reaction network generation, and molecular conformer generation using standard packages like VASP, LAMMPS, SIESTA, and RDKit.

Who is the target audience for these computational resources?

These resources are designed for computational chemists, materials scientists, and researchers performing atomistic simulations who require standardized interfaces for high-performance computing job submission and data conversion.

What are the primary software dependencies for these operations?

Operations require core scientific packages including DeePMD-kit, ASE, Pymatgen, RDKit, and Packmol, alongside specific DFT engines like VASP, Quantum ESPRESSO, or CP2K depending on the requested simulation task.