diff --git a/environments/py-3.10-linux-64-dev.conda.lock.yml b/environments/py-3.10-linux-64-dev.conda.lock.yml
index 81496fa6..538d374a 100644
--- a/environments/py-3.10-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.10-linux-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 1058feab9cbae7f97fa8892c8b52e4358428b4c8c8727f34e560307d0a7f146b
+# input_hash: 56e602b8af1ebc1738ca576ebfcf93cddf7a032057e30ac11481638bad29d0fc
 
 channels:
   - conda-forge
@@ -148,7 +148,7 @@ dependencies:
   - libxml2=2.13.7=h81593ed_1
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.2=h024ca30_1
+  - llvm-openmp=20.1.3=h024ca30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
@@ -299,7 +299,6 @@ dependencies:
   - zstandard=0.23.0=py310ha75aee5_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.10-linux-64.conda.lock.yml b/environments/py-3.10-linux-64.conda.lock.yml
index 90055093..37f10f3a 100644
--- a/environments/py-3.10-linux-64.conda.lock.yml
+++ b/environments/py-3.10-linux-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 1058feab9cbae7f97fa8892c8b52e4358428b4c8c8727f34e560307d0a7f146b
+# input_hash: 56e602b8af1ebc1738ca576ebfcf93cddf7a032057e30ac11481638bad29d0fc
 
 channels:
   - conda-forge
@@ -40,7 +40,6 @@ dependencies:
   - hpack=4.1.0=pyhd8ed1ab_0
   - hyperframe=6.1.0=pyhd8ed1ab_0
   - importlib-metadata=8.6.1=pyha770c72_0
-  - importlib_metadata=8.6.1=hd8ed1ab_0
   - jinja2=3.1.6=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - keyutils=1.6.1=h166bdaf_0
@@ -86,7 +85,7 @@ dependencies:
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.7=h81593ed_1
   - libzlib=1.3.1=hb9d3cd8_2
-  - llvm-openmp=20.1.2=h024ca30_1
+  - llvm-openmp=20.1.3=h024ca30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
   - matplotlib-base=3.8.4=py310hef631a5_2
@@ -152,7 +151,6 @@ dependencies:
   - zstandard=0.23.0=py310ha75aee5_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.10-win-64-dev.conda.lock.yml b/environments/py-3.10-win-64-dev.conda.lock.yml
index 04eab68e..d564df06 100644
--- a/environments/py-3.10-win-64-dev.conda.lock.yml
+++ b/environments/py-3.10-win-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 3eb894211f0447b50e940ab507354ca73405628ba79e422de74ccae4f2de5217
+# input_hash: 0681861d5a6c60889d2f28e2c3b2d4398eb25111cff948d5b1597467d9b4bf88
 
 channels:
   - conda-forge
@@ -137,7 +137,7 @@ dependencies:
   - libxml2=2.13.7=h442d1da_1
   - libzlib=1.3.1=h2466b09_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.2=h30eaf37_1
+  - llvm-openmp=20.1.3=h30eaf37_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h38315fa_1
@@ -290,7 +290,6 @@ dependencies:
   - zstandard=0.23.0=py310ha8f682b_1
   - zstd=1.5.7=hbeecb71_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.10-win-64.conda.lock.yml b/environments/py-3.10-win-64.conda.lock.yml
index 26134616..bcc26356 100644
--- a/environments/py-3.10-win-64.conda.lock.yml
+++ b/environments/py-3.10-win-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 3eb894211f0447b50e940ab507354ca73405628ba79e422de74ccae4f2de5217
+# input_hash: 0681861d5a6c60889d2f28e2c3b2d4398eb25111cff948d5b1597467d9b4bf88
 
 channels:
   - conda-forge
@@ -39,7 +39,6 @@ dependencies:
   - hpack=4.1.0=pyhd8ed1ab_0
   - hyperframe=6.1.0=pyhd8ed1ab_0
   - importlib-metadata=8.6.1=pyha770c72_0
-  - importlib_metadata=8.6.1=hd8ed1ab_0
   - intel-openmp=2024.2.1=h57928b3_1083
   - jinja2=3.1.6=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
@@ -74,7 +73,7 @@ dependencies:
   - libxcb=1.17.0=h0e4246c_0
   - libxml2=2.13.7=h442d1da_1
   - libzlib=1.3.1=h2466b09_2
-  - llvm-openmp=20.1.2=h30eaf37_1
+  - llvm-openmp=20.1.3=h30eaf37_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h38315fa_1
   - matplotlib-base=3.8.4=py310hadb10a8_2
@@ -141,7 +140,6 @@ dependencies:
   - zstandard=0.23.0=py310ha8f682b_1
   - zstd=1.5.7=hbeecb71_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.11-linux-64-dev.conda.lock.yml b/environments/py-3.11-linux-64-dev.conda.lock.yml
index 75006cc6..59f580cf 100644
--- a/environments/py-3.11-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.11-linux-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 165713729a7490686c97160428f7200e968bd2be21e5a205095d6689087d6c83
+# input_hash: b288805da85e1c40b219f529fb90235726011f92f84617c5c31e8c0809ba537c
 
 channels:
   - conda-forge
@@ -150,7 +150,7 @@ dependencies:
   - libxml2=2.13.7=h81593ed_1
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.2=h024ca30_1
+  - llvm-openmp=20.1.3=h024ca30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h2dc5d0c_1
@@ -302,7 +302,6 @@ dependencies:
   - zstandard=0.23.0=py311h9ecbd09_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.11-linux-64.conda.lock.yml b/environments/py-3.11-linux-64.conda.lock.yml
index c3b1024d..44fd9916 100644
--- a/environments/py-3.11-linux-64.conda.lock.yml
+++ b/environments/py-3.11-linux-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 165713729a7490686c97160428f7200e968bd2be21e5a205095d6689087d6c83
+# input_hash: b288805da85e1c40b219f529fb90235726011f92f84617c5c31e8c0809ba537c
 
 channels:
   - conda-forge
@@ -41,7 +41,6 @@ dependencies:
   - hpack=4.1.0=pyhd8ed1ab_0
   - hyperframe=6.1.0=pyhd8ed1ab_0
   - importlib-metadata=8.6.1=pyha770c72_0
-  - importlib_metadata=8.6.1=hd8ed1ab_0
   - jinja2=3.1.6=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - keyutils=1.6.1=h166bdaf_0
@@ -87,7 +86,7 @@ dependencies:
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.7=h81593ed_1
   - libzlib=1.3.1=hb9d3cd8_2
-  - llvm-openmp=20.1.2=h024ca30_1
+  - llvm-openmp=20.1.3=h024ca30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h2dc5d0c_1
   - matplotlib-base=3.8.4=py311ha4ca890_2
@@ -154,7 +153,6 @@ dependencies:
   - zstandard=0.23.0=py311h9ecbd09_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.11-win-64-dev.conda.lock.yml b/environments/py-3.11-win-64-dev.conda.lock.yml
index 02590517..e84cd841 100644
--- a/environments/py-3.11-win-64-dev.conda.lock.yml
+++ b/environments/py-3.11-win-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 261ca9b15cd02bce1a27c3012f0567fa725711fc8e49f750fe801305d738907a
+# input_hash: 3a4998ff76243a1b66e35ac77261e40082b6e9abf541529ddf66854d819bdf5c
 
 channels:
   - conda-forge
@@ -139,7 +139,7 @@ dependencies:
   - libxml2=2.13.7=h442d1da_1
   - libzlib=1.3.1=h2466b09_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.2=h30eaf37_1
+  - llvm-openmp=20.1.3=h30eaf37_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h5082efb_1
@@ -293,7 +293,6 @@ dependencies:
   - zstandard=0.23.0=py311he736701_1
   - zstd=1.5.7=hbeecb71_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.11-win-64.conda.lock.yml b/environments/py-3.11-win-64.conda.lock.yml
index 7f19e6c6..24bf913f 100644
--- a/environments/py-3.11-win-64.conda.lock.yml
+++ b/environments/py-3.11-win-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 261ca9b15cd02bce1a27c3012f0567fa725711fc8e49f750fe801305d738907a
+# input_hash: 3a4998ff76243a1b66e35ac77261e40082b6e9abf541529ddf66854d819bdf5c
 
 channels:
   - conda-forge
@@ -40,7 +40,6 @@ dependencies:
   - hpack=4.1.0=pyhd8ed1ab_0
   - hyperframe=6.1.0=pyhd8ed1ab_0
   - importlib-metadata=8.6.1=pyha770c72_0
-  - importlib_metadata=8.6.1=hd8ed1ab_0
   - intel-openmp=2024.2.1=h57928b3_1083
   - jinja2=3.1.6=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
@@ -75,7 +74,7 @@ dependencies:
   - libxcb=1.17.0=h0e4246c_0
   - libxml2=2.13.7=h442d1da_1
   - libzlib=1.3.1=h2466b09_2
-  - llvm-openmp=20.1.2=h30eaf37_1
+  - llvm-openmp=20.1.3=h30eaf37_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h5082efb_1
   - matplotlib-base=3.8.4=py311h9b31f6e_2
@@ -143,7 +142,6 @@ dependencies:
   - zstandard=0.23.0=py311he736701_1
   - zstd=1.5.7=hbeecb71_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.12-linux-64-dev.conda.lock.yml b/environments/py-3.12-linux-64-dev.conda.lock.yml
index f32dd855..73208bb9 100644
--- a/environments/py-3.12-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.12-linux-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 1591aead88ecd028462aadbf35e105044614ac28fd536f6335097aa17d26eb30
+# input_hash: ad9ad95bb8f808d4a78fa59bbf06f24e16171bcce57cb9ddc5bae4b57801aff2
 
 channels:
   - conda-forge
@@ -150,7 +150,7 @@ dependencies:
   - libxml2=2.13.7=h81593ed_1
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.2=h024ca30_1
+  - llvm-openmp=20.1.3=h024ca30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py312h178313f_1
@@ -302,7 +302,6 @@ dependencies:
   - zstandard=0.23.0=py312h66e93f0_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.12-linux-64.conda.lock.yml b/environments/py-3.12-linux-64.conda.lock.yml
index 013dad76..5402ecd9 100644
--- a/environments/py-3.12-linux-64.conda.lock.yml
+++ b/environments/py-3.12-linux-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 1591aead88ecd028462aadbf35e105044614ac28fd536f6335097aa17d26eb30
+# input_hash: ad9ad95bb8f808d4a78fa59bbf06f24e16171bcce57cb9ddc5bae4b57801aff2
 
 channels:
   - conda-forge
@@ -86,7 +86,7 @@ dependencies:
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.7=h81593ed_1
   - libzlib=1.3.1=hb9d3cd8_2
-  - llvm-openmp=20.1.2=h024ca30_1
+  - llvm-openmp=20.1.3=h024ca30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py312h178313f_1
   - matplotlib-base=3.8.4=py312h20ab3a6_2
@@ -153,7 +153,6 @@ dependencies:
   - zstandard=0.23.0=py312h66e93f0_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.12-win-64-dev.conda.lock.yml b/environments/py-3.12-win-64-dev.conda.lock.yml
index f58d5f0b..b4acfbcd 100644
--- a/environments/py-3.12-win-64-dev.conda.lock.yml
+++ b/environments/py-3.12-win-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 70329e0f3db920a6991911545228690085ba970782c9e7368b93f64ae6b52eb3
+# input_hash: a0d57351cb04d3f07db9d3f851eb726f0a2fe600f079ad0f1fa01c17eb0cb8b0
 
 channels:
   - conda-forge
@@ -139,7 +139,7 @@ dependencies:
   - libxml2=2.13.7=h442d1da_1
   - libzlib=1.3.1=h2466b09_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.2=h30eaf37_1
+  - llvm-openmp=20.1.3=h30eaf37_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py312h31fea79_1
@@ -293,7 +293,6 @@ dependencies:
   - zstandard=0.23.0=py312h4389bb4_1
   - zstd=1.5.7=hbeecb71_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/environments/py-3.12-win-64.conda.lock.yml b/environments/py-3.12-win-64.conda.lock.yml
index 002a9491..da37d0db 100644
--- a/environments/py-3.12-win-64.conda.lock.yml
+++ b/environments/py-3.12-win-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 70329e0f3db920a6991911545228690085ba970782c9e7368b93f64ae6b52eb3
+# input_hash: a0d57351cb04d3f07db9d3f851eb726f0a2fe600f079ad0f1fa01c17eb0cb8b0
 
 channels:
   - conda-forge
@@ -74,7 +74,7 @@ dependencies:
   - libxcb=1.17.0=h0e4246c_0
   - libxml2=2.13.7=h442d1da_1
   - libzlib=1.3.1=h2466b09_2
-  - llvm-openmp=20.1.2=h30eaf37_1
+  - llvm-openmp=20.1.3=h30eaf37_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py312h31fea79_1
   - matplotlib-base=3.8.4=py312hfee7060_2
@@ -142,7 +142,6 @@ dependencies:
   - zstandard=0.23.0=py312h4389bb4_1
   - zstd=1.5.7=hbeecb71_2
   - pip:
-      - dask == 2025.3.0 --hash=sha256:b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
       - geoapps-utils == 0.5.0a3 --hash=sha256:a752b0c8d4b11cf7f5906c1794631f1ee65e77bd17eb3c5bb85390ff06a61c3c
       - geoh5py == 0.11.0a4 --hash=sha256:4965e934b1e57460f98f76f96eca100abf48fd722245154c35af86e7ecbc10a6
       - mira-simpeg == 0.23.0.1a2 --hash=sha256:931b533984dfcca301bea0d8e4a72a5f482731f0561a9ad95a790c516262d830
diff --git a/py-3.10.conda-lock.yml b/py-3.10.conda-lock.yml
index 1018f97d..0de7f61c 100644
--- a/py-3.10.conda-lock.yml
+++ b/py-3.10.conda-lock.yml
@@ -15,8 +15,8 @@
 version: 1
 metadata:
   content_hash:
-    win-64: 3eb894211f0447b50e940ab507354ca73405628ba79e422de74ccae4f2de5217
-    linux-64: 1058feab9cbae7f97fa8892c8b52e4358428b4c8c8727f34e560307d0a7f146b
+    win-64: 0681861d5a6c60889d2f28e2c3b2d4398eb25111cff948d5b1597467d9b4bf88
+    linux-64: 56e602b8af1ebc1738ca576ebfcf93cddf7a032057e30ac11481638bad29d0fc
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -1924,8 +1924,8 @@ package:
   hash:
     md5: 7f46575a91b1307441abc235d01cab66
     sha256: 1e3eb9d65c4d7b87c7347553ef9eef6f994996f90a2299e19b35f5997d3a3e79
-  category: main
-  optional: false
+  category: dev
+  optional: true
 - name: importlib_metadata
   version: 8.6.1
   manager: conda
@@ -1936,8 +1936,8 @@ package:
   hash:
     md5: 7f46575a91b1307441abc235d01cab66
     sha256: 1e3eb9d65c4d7b87c7347553ef9eef6f994996f90a2299e19b35f5997d3a3e79
-  category: main
-  optional: false
+  category: dev
+  optional: true
 - name: importlib_resources
   version: 6.5.2
   manager: conda
@@ -4062,29 +4062,29 @@ package:
   category: dev
   optional: true
 - name: llvm-openmp
-  version: 20.1.2
+  version: 20.1.3
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-  url: https://packages.prefix.dev/conda-forge/linux-64/llvm-openmp-20.1.2-h024ca30_1.conda
+  url: https://packages.prefix.dev/conda-forge/linux-64/llvm-openmp-20.1.3-h024ca30_0.conda
   hash:
-    md5: 39a3992c2624b8d8e6b4994dedf3102a
-    sha256: 2c70e18a5bcb3fc2925e5d2c2c39559253d19e38c111afc91885f0dee4540fb1
+    md5: c721339ea8746513e42b1233b4bbdfb0
+    sha256: 4327a463f43b0d95ca0e5f92094383ef53fd2a91d649debfc531b941fe44fd48
   category: main
   optional: false
 - name: llvm-openmp
-  version: 20.1.2
+  version: 20.1.3
   manager: conda
   platform: win-64
   dependencies:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.2,<15'
     vc14_runtime: '>=14.29.30139'
-  url: https://packages.prefix.dev/conda-forge/win-64/llvm-openmp-20.1.2-h30eaf37_1.conda
+  url: https://packages.prefix.dev/conda-forge/win-64/llvm-openmp-20.1.3-h30eaf37_0.conda
   hash:
-    md5: d5a4f53b65d7d1d53104ba24107eda04
-    sha256: 3ba2b892d6e153599512fa7fe2791125ff1b7dd6740469f74aff2d1b48edf299
+    md5: 183c102075722a7aa993f94de1d135f2
+    sha256: 27326e733ce7ad87054a409c02b829594cc6276232b987eb135cd1a225eac669
   category: main
   optional: false
 - name: locket
@@ -8389,42 +8389,6 @@ package:
     sha256: bc64864377d809b904e877a98d0584f43836c9f2ef27d3d2a1421fa6eae7ca04
   category: main
   optional: false
-- name: dask
-  version: 2025.3.0
-  manager: pip
-  platform: linux-64
-  dependencies:
-    click: '>=8.1'
-    cloudpickle: '>=3.0.0'
-    fsspec: '>=2021.09.0'
-    importlib-metadata: '>=4.13.0'
-    packaging: '>=20.0'
-    partd: '>=1.4.0'
-    pyyaml: '>=5.3.1'
-    toolz: '>=0.10.0'
-  url: https://mirageoscienceltd.jfrog.io/artifactory/api/pypi/geoplus-pypi-dev/packages/packages/bd/8a/3609033a4bfd7c9b3e8a4e8a5d6e318dfc06ab2e2d3b5cb0e01a60458858/dask-2025.3.0-py3-none-any.whl
-  hash:
-    sha256: b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
-  category: main
-  optional: false
-- name: dask
-  version: 2025.3.0
-  manager: pip
-  platform: win-64
-  dependencies:
-    click: '>=8.1'
-    cloudpickle: '>=3.0.0'
-    fsspec: '>=2021.09.0'
-    importlib-metadata: '>=4.13.0'
-    packaging: '>=20.0'
-    partd: '>=1.4.0'
-    pyyaml: '>=5.3.1'
-    toolz: '>=0.10.0'
-  url: https://mirageoscienceltd.jfrog.io/artifactory/api/pypi/geoplus-pypi-dev/packages/packages/bd/8a/3609033a4bfd7c9b3e8a4e8a5d6e318dfc06ab2e2d3b5cb0e01a60458858/dask-2025.3.0-py3-none-any.whl
-  hash:
-    sha256: b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
-  category: main
-  optional: false
 - name: geoapps-utils
   version: 0.5.0a3
   manager: pip
diff --git a/py-3.11.conda-lock.yml b/py-3.11.conda-lock.yml
index 5d27d4df..615778f9 100644
--- a/py-3.11.conda-lock.yml
+++ b/py-3.11.conda-lock.yml
@@ -15,8 +15,8 @@
 version: 1
 metadata:
   content_hash:
-    win-64: 261ca9b15cd02bce1a27c3012f0567fa725711fc8e49f750fe801305d738907a
-    linux-64: 165713729a7490686c97160428f7200e968bd2be21e5a205095d6689087d6c83
+    win-64: 3a4998ff76243a1b66e35ac77261e40082b6e9abf541529ddf66854d819bdf5c
+    linux-64: b288805da85e1c40b219f529fb90235726011f92f84617c5c31e8c0809ba537c
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -1948,8 +1948,8 @@ package:
   hash:
     md5: 7f46575a91b1307441abc235d01cab66
     sha256: 1e3eb9d65c4d7b87c7347553ef9eef6f994996f90a2299e19b35f5997d3a3e79
-  category: main
-  optional: false
+  category: dev
+  optional: true
 - name: importlib_metadata
   version: 8.6.1
   manager: conda
@@ -1960,8 +1960,8 @@ package:
   hash:
     md5: 7f46575a91b1307441abc235d01cab66
     sha256: 1e3eb9d65c4d7b87c7347553ef9eef6f994996f90a2299e19b35f5997d3a3e79
-  category: main
-  optional: false
+  category: dev
+  optional: true
 - name: importlib_resources
   version: 6.5.2
   manager: conda
@@ -4114,29 +4114,29 @@ package:
   category: dev
   optional: true
 - name: llvm-openmp
-  version: 20.1.2
+  version: 20.1.3
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-  url: https://packages.prefix.dev/conda-forge/linux-64/llvm-openmp-20.1.2-h024ca30_1.conda
+  url: https://packages.prefix.dev/conda-forge/linux-64/llvm-openmp-20.1.3-h024ca30_0.conda
   hash:
-    md5: 39a3992c2624b8d8e6b4994dedf3102a
-    sha256: 2c70e18a5bcb3fc2925e5d2c2c39559253d19e38c111afc91885f0dee4540fb1
+    md5: c721339ea8746513e42b1233b4bbdfb0
+    sha256: 4327a463f43b0d95ca0e5f92094383ef53fd2a91d649debfc531b941fe44fd48
   category: main
   optional: false
 - name: llvm-openmp
-  version: 20.1.2
+  version: 20.1.3
   manager: conda
   platform: win-64
   dependencies:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.2,<15'
     vc14_runtime: '>=14.29.30139'
-  url: https://packages.prefix.dev/conda-forge/win-64/llvm-openmp-20.1.2-h30eaf37_1.conda
+  url: https://packages.prefix.dev/conda-forge/win-64/llvm-openmp-20.1.3-h30eaf37_0.conda
   hash:
-    md5: d5a4f53b65d7d1d53104ba24107eda04
-    sha256: 3ba2b892d6e153599512fa7fe2791125ff1b7dd6740469f74aff2d1b48edf299
+    md5: 183c102075722a7aa993f94de1d135f2
+    sha256: 27326e733ce7ad87054a409c02b829594cc6276232b987eb135cd1a225eac669
   category: main
   optional: false
 - name: locket
@@ -8474,42 +8474,6 @@ package:
     sha256: bc64864377d809b904e877a98d0584f43836c9f2ef27d3d2a1421fa6eae7ca04
   category: main
   optional: false
-- name: dask
-  version: 2025.3.0
-  manager: pip
-  platform: linux-64
-  dependencies:
-    click: '>=8.1'
-    cloudpickle: '>=3.0.0'
-    fsspec: '>=2021.09.0'
-    importlib-metadata: '>=4.13.0'
-    packaging: '>=20.0'
-    partd: '>=1.4.0'
-    pyyaml: '>=5.3.1'
-    toolz: '>=0.10.0'
-  url: https://mirageoscienceltd.jfrog.io/artifactory/api/pypi/geoplus-pypi-dev/packages/packages/bd/8a/3609033a4bfd7c9b3e8a4e8a5d6e318dfc06ab2e2d3b5cb0e01a60458858/dask-2025.3.0-py3-none-any.whl
-  hash:
-    sha256: b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
-  category: main
-  optional: false
-- name: dask
-  version: 2025.3.0
-  manager: pip
-  platform: win-64
-  dependencies:
-    click: '>=8.1'
-    cloudpickle: '>=3.0.0'
-    fsspec: '>=2021.09.0'
-    importlib-metadata: '>=4.13.0'
-    packaging: '>=20.0'
-    partd: '>=1.4.0'
-    pyyaml: '>=5.3.1'
-    toolz: '>=0.10.0'
-  url: https://mirageoscienceltd.jfrog.io/artifactory/api/pypi/geoplus-pypi-dev/packages/packages/bd/8a/3609033a4bfd7c9b3e8a4e8a5d6e318dfc06ab2e2d3b5cb0e01a60458858/dask-2025.3.0-py3-none-any.whl
-  hash:
-    sha256: b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
-  category: main
-  optional: false
 - name: geoapps-utils
   version: 0.5.0a3
   manager: pip
diff --git a/py-3.12.conda-lock.yml b/py-3.12.conda-lock.yml
index 6c288c34..19a71359 100644
--- a/py-3.12.conda-lock.yml
+++ b/py-3.12.conda-lock.yml
@@ -15,8 +15,8 @@
 version: 1
 metadata:
   content_hash:
-    win-64: 70329e0f3db920a6991911545228690085ba970782c9e7368b93f64ae6b52eb3
-    linux-64: 1591aead88ecd028462aadbf35e105044614ac28fd536f6335097aa17d26eb30
+    win-64: a0d57351cb04d3f07db9d3f851eb726f0a2fe600f079ad0f1fa01c17eb0cb8b0
+    linux-64: ad9ad95bb8f808d4a78fa59bbf06f24e16171bcce57cb9ddc5bae4b57801aff2
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -4114,29 +4114,29 @@ package:
   category: dev
   optional: true
 - name: llvm-openmp
-  version: 20.1.2
+  version: 20.1.3
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-  url: https://packages.prefix.dev/conda-forge/linux-64/llvm-openmp-20.1.2-h024ca30_1.conda
+  url: https://packages.prefix.dev/conda-forge/linux-64/llvm-openmp-20.1.3-h024ca30_0.conda
   hash:
-    md5: 39a3992c2624b8d8e6b4994dedf3102a
-    sha256: 2c70e18a5bcb3fc2925e5d2c2c39559253d19e38c111afc91885f0dee4540fb1
+    md5: c721339ea8746513e42b1233b4bbdfb0
+    sha256: 4327a463f43b0d95ca0e5f92094383ef53fd2a91d649debfc531b941fe44fd48
   category: main
   optional: false
 - name: llvm-openmp
-  version: 20.1.2
+  version: 20.1.3
   manager: conda
   platform: win-64
   dependencies:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.2,<15'
     vc14_runtime: '>=14.29.30139'
-  url: https://packages.prefix.dev/conda-forge/win-64/llvm-openmp-20.1.2-h30eaf37_1.conda
+  url: https://packages.prefix.dev/conda-forge/win-64/llvm-openmp-20.1.3-h30eaf37_0.conda
   hash:
-    md5: d5a4f53b65d7d1d53104ba24107eda04
-    sha256: 3ba2b892d6e153599512fa7fe2791125ff1b7dd6740469f74aff2d1b48edf299
+    md5: 183c102075722a7aa993f94de1d135f2
+    sha256: 27326e733ce7ad87054a409c02b829594cc6276232b987eb135cd1a225eac669
   category: main
   optional: false
 - name: locket
@@ -8474,40 +8474,6 @@ package:
     sha256: bc64864377d809b904e877a98d0584f43836c9f2ef27d3d2a1421fa6eae7ca04
   category: main
   optional: false
-- name: dask
-  version: 2025.3.0
-  manager: pip
-  platform: linux-64
-  dependencies:
-    click: '>=8.1'
-    cloudpickle: '>=3.0.0'
-    fsspec: '>=2021.09.0'
-    packaging: '>=20.0'
-    partd: '>=1.4.0'
-    pyyaml: '>=5.3.1'
-    toolz: '>=0.10.0'
-  url: https://mirageoscienceltd.jfrog.io/artifactory/api/pypi/geoplus-pypi-dev/packages/packages/bd/8a/3609033a4bfd7c9b3e8a4e8a5d6e318dfc06ab2e2d3b5cb0e01a60458858/dask-2025.3.0-py3-none-any.whl
-  hash:
-    sha256: b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
-  category: main
-  optional: false
-- name: dask
-  version: 2025.3.0
-  manager: pip
-  platform: win-64
-  dependencies:
-    click: '>=8.1'
-    cloudpickle: '>=3.0.0'
-    fsspec: '>=2021.09.0'
-    packaging: '>=20.0'
-    partd: '>=1.4.0'
-    pyyaml: '>=5.3.1'
-    toolz: '>=0.10.0'
-  url: https://mirageoscienceltd.jfrog.io/artifactory/api/pypi/geoplus-pypi-dev/packages/packages/bd/8a/3609033a4bfd7c9b3e8a4e8a5d6e318dfc06ab2e2d3b5cb0e01a60458858/dask-2025.3.0-py3-none-any.whl
-  hash:
-    sha256: b5d72bb33788904a218fd7da1850238517592358ecc79c30bb5c188a71df506d
-  category: main
-  optional: false
 - name: geoapps-utils
   version: 0.5.0a3
   manager: pip
diff --git a/pyproject.toml b/pyproject.toml
index 84280574..d1b45f4b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,11 +30,11 @@ include = [
 [tool.poetry.dependencies]
 python = "^3.10"
 
-# (dask also in conda-lock section to tell conda to install with no extras)
-dask = {version = "2025.3.*", source = "pypi"}  # also in simpeg[dask]
+# note: py-deps-clock defines custom mapping from dask to dask-core
+dask = ">=2025.3, <2025.4.dev"  # also in simpeg[dask]
 
 discretize = "0.11.*"  # also in simpeg, octree-creation-app
-distributed = "2025.3.*"  # conda needs explicit dask-core etc for equivalent dask[distributed]
+distributed = ">=2025.3, <2025.4.dev"  # for dask[distributed]
 numpy = "~1.26.0" # also in geoh5py, simpeg
 pydantic = "^2.5.2"  # also in geoh5py, curve-apps, geoapps-utils
 scikit-learn = "~1.4.0"
@@ -93,9 +93,6 @@ nbconvert = "~7.16.4"
 platforms = ['win-64', 'linux-64']
 channels = ['conda-forge']
 
-# this is how to tell conda to take dask with no extras
-dask-core = ">=2025.3.0, <2025.4.dev"  # also in simpeg[dask]
-
 [tool.conda-lock.dependencies]
 libblas = "*=*mkl"  # because simpeg already brings in the MKL
 
diff --git a/recipe.yaml b/recipe.yaml
index 55bf1b94..4cae6ce1 100644
--- a/recipe.yaml
+++ b/recipe.yaml
@@ -75,8 +75,10 @@ tests:
 
 about:
   license: MIT
-  license_file:
-    - LICENSE
+  license_file: LICENSE
+  homepage: https://www.mirageoscience.com/mining-industry-software/python-integration/
+  repository: https://github.com/MiraGeoscience/simpeg-drivers
+  documentation: https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/
 
 extra:
   recipe-maintainers: