diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2ecf1cab..f25b2bde 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,11 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [2.3.1] - 2026-07-31
+
+### Fixed
+* Fixed RPATH logic for OSX builds [gh-351](https://github.com/IntelPython/mkl_fft/pull/351)
+
 ## [2.3.0] - 2026-07-30
 
 ### Added
diff --git a/meson.build b/meson.build
index 6e07cb01..032703ec 100644
--- a/meson.build
+++ b/meson.build
@@ -29,8 +29,13 @@ cc = meson.get_compiler('c')
 c_args = ['-DNDEBUG']
 
 rpath_link_args = []
-if host_machine.system() == 'linux'
-    rpath = '$ORIGIN' / '../..' + ':' + '$ORIGIN' / '../../..'
+if host_machine.system() != 'windows'
+    if host_machine.system() == 'darwin'
+        origin = '@loader_path'
+    else
+        origin = '$ORIGIN'
+    endif
+    rpath = origin / '../..' + ':' + origin / '../../..'
     rpath_link_args = ['-Wl,-rpath,' + rpath]
 endif
 
diff --git a/mkl_fft/_version.py b/mkl_fft/_version.py
index 55e47090..3a5935a2 100644
--- a/mkl_fft/_version.py
+++ b/mkl_fft/_version.py
@@ -1 +1 @@
-__version__ = "2.3.0"
+__version__ = "2.3.1"