diff --git a/doc/src/Commands_compute.rst b/doc/src/Commands_compute.rst
index a54c4b4e03..4d2ceabb4d 100644
--- a/doc/src/Commands_compute.rst
+++ b/doc/src/Commands_compute.rst
@@ -80,6 +80,7 @@ KOKKOS, o = USER-OMP, t = OPT.
    * :doc:`ke/eff <compute_ke_eff>`
    * :doc:`ke/rigid <compute_ke_rigid>`
    * :doc:`mesont <compute_mesont>`
+   * :doc:`mliap <compute_mliap>`
    * :doc:`momentum <compute_momentum>`
    * :doc:`msd <compute_msd>`
    * :doc:`msd/chunk <compute_msd_chunk>`
diff --git a/doc/src/compute.rst b/doc/src/compute.rst
index 754cc3e1aa..b74d2f70ba 100644
--- a/doc/src/compute.rst
+++ b/doc/src/compute.rst
@@ -225,6 +225,7 @@ The individual style names on the :doc:`Commands compute <Commands_compute>` doc
 * :doc:`ke/atom/eff <compute_ke_atom_eff>` - per-atom translational and radial kinetic energy in the electron force field model
 * :doc:`ke/eff <compute_ke_eff>` - kinetic energy of a group of nuclei and electrons in the electron force field model
 * :doc:`ke/rigid <compute_ke_rigid>` - translational kinetic energy of rigid bodies
+* :doc:`mliap <compute_mliap>` - gradients of energy and forces w.r.t. model parameters and related quantities for training machine learning interatomic potentials
 * :doc:`momentum <compute_momentum>` - translational momentum
 * :doc:`msd <compute_msd>` - mean-squared displacement of group of atoms
 * :doc:`msd/chunk <compute_msd_chunk>` - mean-squared displacement for each chunk
@@ -273,7 +274,7 @@ The individual style names on the :doc:`Commands compute <Commands_compute>` doc
 * :doc:`smd/ulsph/strain/rate <compute_smd_ulsph_strain_rate>` -
 * :doc:`smd/ulsph/stress <compute_smd_ulsph_stress>` - per-particle Cauchy stress tensor and von Mises equivalent stress in Smooth Mach Dynamics
 * :doc:`smd/vol <compute_smd_vol>` - per-particle volumes and their sum in Smooth Mach Dynamics
-* :doc:`snap <compute_sna_atom>` - bispectrum components and related quantities for a group of atoms
+* :doc:`snap <compute_sna_atom>` - gradients of SNAP energy and forces w.r.t. linear coefficients and related quantities for fitting SNAP potentials
 * :doc:`sna/atom <compute_sna_atom>` - bispectrum components for each atom
 * :doc:`snad/atom <compute_sna_atom>` - derivative of bispectrum components for each atom
 * :doc:`snav/atom <compute_sna_atom>` - virial contribution from bispectrum components for each atom
diff --git a/doc/utils/sphinx-config/false_positives.txt b/doc/utils/sphinx-config/false_positives.txt
index 2bc3c2a0f6..9f188bd2f8 100644
--- a/doc/utils/sphinx-config/false_positives.txt
+++ b/doc/utils/sphinx-config/false_positives.txt
@@ -2081,6 +2081,7 @@ Novint
 np
 Npair
 Npairs
+nparams
 nparticle
 npernode
 nph