*******************
Authors and Credits
*******************

Cite DeePMD-kit and methods
===========================
.. _cite:

- For general purpose,

.. bibliography::
   :filter: False

   Wang_ComputPhysCommun_2018_v228_p178
   Zeng_JChemPhys_2023_v159_p054801
   Zeng_JChemTheoryComput_2025_v21_p4375

- If GPU version is used,

.. bibliography::
   :filter: False

   Lu_CompPhysCommun_2021_v259_p107624

- If local frame (`loc_frame`) is used,

.. bibliography::
   :filter: False

   Zhang_PhysRevLett_2018_v120_p143001

- If DeepPot-SE (`se_e2_a`, `se_e2_r`, `se_e3`, `se_atten`) is used,

.. bibliography::
   :filter: False

   Zhang_BookChap_NIPS_2018_v31_p4436

- If three-body embedding DeepPot-SE (`se_e3`) is used,

.. bibliography::
   :filter: False

   Wang_NuclFusion_2022_v62_p126013

- If attention-based descriptor (`se_atten`, `se_atten_v2`) is used,

.. bibliography::
   :filter: False

   Zhang_NpjComputMater_2024_v10_p94

- If DPA-2 descriptor (`dpa2`) is used,

.. bibliography::
   :filter: False

   Zhang_npjComputMater_2024_v10_p293

- If frame-specific parameters (`fparam`, e.g. electronic temperature) is used,

.. bibliography::
   :filter: False

   Zhang_PhysPlasmas_2020_v27_p122704

- If atom-specific parameters (`aparam`, e.g. electronic temperature) is used,

.. bibliography::
   :filter: False

   Zeng_2023_TTMDPMD

- If fitting dipole,

.. bibliography::
   :filter: False

   Zhang_PhysRevB_2020_v102_p41121

- If fitting polarizability,

.. bibliography::
   :filter: False

   Sommers_PhysChemChemPhys_2020_v22_p10592

- If fitting density of states,

.. bibliography::
   :filter: False

   Zeng_PhysRevB_2022_v105_p174109

- If fitting relative energies,

.. bibliography::
   :filter: False

   Zeng_JChemTheoryComput_2023_v19_p1261

- If DPLR is used, or `se_e2_r` and `hybrid` are used,

.. bibliography::
   :filter: False

   Zhang_JChemPhys_2022_v156_p124107

- If DPRc is used,

.. bibliography::
   :filter: False

   Zeng_JChemTheoryComput_2021_v17_p6993

- If interpolation with a pair-wise potential is used,

.. bibliography::
   :filter: False

   Wang_ApplPhysLett_2019_v114_p244101

- If the model is compressed (`dp compress`),

.. bibliography::
   :filter: False

   Lu_JChemTheoryComput_2022_v18_p5555

- If model deviation is computed,

.. bibliography::
   :filter: False

   Zhang_PhysRevMater_2019_v3_p23804

- If relative or atomic model deviation is computed,

.. bibliography::
   :filter: False

   Zeng_EnergyFuels_2021_v35_p762

- If NVNMD is used,

.. bibliography::
   :filter: False

   Mo_npjComputMater_2022_v8_p107

- If fitting properties (e.g. band gap) or multi-task fine-tuning is used,

.. bibliography::
   :filter: False

   Zhang_2026_multitaskfinetuning

Package Contributors
=========================

.. git-shortlog-authors::


Other Credits
=============

* Zhang ZiXuan for designing the Deepmodeling logo.
* Everyone on the `Deepmodeling mailing list` for contributing to many discussions and decisions!
