GEOPY-2182: Parallelize 1D simulations

docs/case_studies/Forrestania/forrestania.ipynb

@@ -107,7 +107,7 @@
     "(forrestania-data)=\n",
     "## Data\n",
     "\n",
-    "[Download the data package here](https://github.com/MiraGeoscience/simpeg-drivers/raw/refs/heads/GEOPY-2297/simpeg_drivers-assets/Case%20studies/Forrestania_SRTM1%20Australia_MGA50.zip?download=)\n",
+    "[Download the data package here](https://github.com/MiraGeoscience/simpeg-drivers/raw/refs/heads/develop/simpeg_drivers-assets/Case%20studies/Forrestania_SRTM1%20Australia_MGA50.zip?download=)\n",
     "\n",
     "We first need to consolidate the data into a usable format. We use [Geoscience ANALYST](https://www.mirageoscience.com/mining-industry-software/geoscience-analyst/) to import and convert the original files into the `geoh5` format. The data bundle includes\n",
     "\n",
@@ -257,11 +257,13 @@
     "[Click to enlarge]\n",
     "```\n",
     "\n",
-    "The **inducing field parameters** at the time and location of the survey are\n",
+    "The **inducing field parameters** at the time and location of the survey are:\n",
     "\n",
-    "- Magnitude: 59127 nT\n",
-    "- Inclination: -66.9$\\degree$\n",
-    "- Declination: -1.05$\\degree$  \n",
+    "Magnitude: $59127$ nT\n",
+    "\n",
+    "Inclination: $-66.9^\\circ$\n",
+    "\n",
+    "Declination: $-1.05^\\circ$  \n",
     "\n",
     "#### Step 2: Detrend\n",
     "The local background field appears to be slightly lower (~112 nT) than the computed IGRF model, as most of the data away from the main anomaly are below 0. To avoid modelling this background trend, we can remove the median value. \n",

environments/py-3.10-linux-64-dev.conda.lock.yml

@@ -15,7 +15,7 @@ dependencies:
   - argon2-cffi-bindings=25.1.0=py310h7c4b9e2_0
   - arrow=1.3.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
-  - astroid=3.3.11=py310hff52083_0
+  - astroid=3.3.11=py310hff52083_1
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.5=pyh29332c3_0
   - attrs=25.3.0=pyh71513ae_0
@@ -24,46 +24,46 @@ dependencies:
   - bleach=6.2.0=pyh29332c3_4
   - bleach-with-css=6.2.0=h82add2a_4
   - bokeh=3.6.3=pyhd8ed1ab_0
-  - brotli=1.1.0=hb9d3cd8_3
-  - brotli-bin=1.1.0=hb9d3cd8_3
-  - brotli-python=1.1.0=py310hf71b8c6_3
+  - brotli=1.1.0=hb03c661_4
+  - brotli-bin=1.1.0=hb03c661_4
+  - brotli-python=1.1.0=py310hea6c23e_4
   - bzip2=1.0.8=h4bc722e_7
   - c-ares=1.34.5=hb9d3cd8_0
   - ca-certificates=2025.8.3=hbd8a1cb_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2025.8.3=pyhd8ed1ab_0
-  - cffi=1.17.1=py310h8deb56e_0
+  - cffi=1.17.1=py310h34a4b09_1
   - charset-normalizer=3.4.3=pyhd8ed1ab_0
   - click=8.2.1=pyh707e725_0
   - cloudpickle=3.1.1=pyhd8ed1ab_0
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.3=pyhe01879c_0
   - contourpy=1.3.2=py310h3788b33_0
-  - coverage=7.10.5=py310h3406613_0
+  - coverage=7.10.6=py310h3406613_1
   - cycler=0.12.1=pyhd8ed1ab_1
   - cytoolz=1.0.1=py310ha75aee5_0
   - dask-core=2025.3.0=pyhd8ed1ab_0
   - dataclasses=0.8=pyhc8e2a94_3
-  - debugpy=1.8.16=py310h25320af_0
+  - debugpy=1.8.16=py310h25320af_1
   - decorator=5.2.1=pyhd8ed1ab_0
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - dill=0.4.0=pyhd8ed1ab_0
   - discretize=0.11.3=py310ha2bacc8_0
   - distributed=2025.3.0=pyhd8ed1ab_0
   - docutils=0.19=py310hff52083_1
   - exceptiongroup=1.3.0=pyhd8ed1ab_0
-  - executing=2.2.0=pyhd8ed1ab_0
+  - executing=2.2.1=pyhd8ed1ab_0
   - fasteners=0.19=pyhd8ed1ab_1
   - fonttools=4.59.2=py310h3406613_0
   - fqdn=1.5.1=pyhd8ed1ab_1
   - freetype=2.13.3=ha770c72_1
-  - fsspec=2025.7.0=pyhd8ed1ab_0
+  - fsspec=2025.9.0=pyhd8ed1ab_0
   - geoana=0.7.2=py310ha2bacc8_0
-  - greenlet=3.2.4=py310hea6c23e_0
+  - greenlet=3.2.4=py310hea6c23e_1
   - h11=0.16.0=pyhd8ed1ab_0
   - h2=4.3.0=pyhcf101f3_0
-  - h5py=3.14.0=nompi_py310hea1e86d_100
+  - h5py=3.14.0=nompi_py310h4aa865e_101
   - hdf5=1.14.6=nompi_h6e4c0c1_103
   - hpack=4.1.0=pyhd8ed1ab_0
   - httpcore=1.0.9=pyh29332c3_0
@@ -84,7 +84,7 @@ dependencies:
   - jinja2=3.1.6=pyhd8ed1ab_0
   - joblib=1.5.2=pyhd8ed1ab_0
   - json5=0.12.1=pyhd8ed1ab_0
-  - jsonpointer=3.0.0=py310hff52083_1
+  - jsonpointer=3.0.0=py310hff52083_2
   - jsonschema=4.25.1=pyhe01879c_0
   - jsonschema-specifications=2025.4.1=pyh29332c3_0
   - jsonschema-with-format-nongpl=4.25.1=he01879c_0
@@ -96,7 +96,7 @@ dependencies:
   - jupyter_events=0.12.0=pyh29332c3_0
   - jupyter_server=2.17.0=pyhcf101f3_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.4.6=pyhd8ed1ab_0
+  - jupyterlab=4.4.7=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
@@ -110,11 +110,11 @@ dependencies:
   - ld_impl_linux-64=2.44=h1423503_1
   - lerc=4.0.0=h0aef613_1
   - libaec=1.1.4=h3f801dc_0
-  - libblas=3.9.0=34_hfdb39a5_mkl
-  - libbrotlicommon=1.1.0=hb9d3cd8_3
-  - libbrotlidec=1.1.0=hb9d3cd8_3
-  - libbrotlienc=1.1.0=hb9d3cd8_3
-  - libcblas=3.9.0=34_h372d94f_mkl
+  - libblas=3.9.0=35_hfdb39a5_mkl
+  - libbrotlicommon=1.1.0=hb03c661_4
+  - libbrotlidec=1.1.0=hb03c661_4
+  - libbrotlienc=1.1.0=hb03c661_4
+  - libcblas=3.9.0=35_h372d94f_mkl
   - libcurl=8.14.1=h332b0f4_0
   - libdeflate=1.24=h86f0d12_0
   - libdlf=0.3.0=pyhd8ed1ab_1
@@ -131,9 +131,9 @@ dependencies:
   - libhwloc=2.12.1=default_h3d81e11_1000
   - libiconv=1.18=h3b78370_2
   - libjpeg-turbo=3.1.0=hb9d3cd8_0
-  - liblapack=3.9.0=34_hc41d3b0_mkl
+  - liblapack=3.9.0=35_hc41d3b0_mkl
   - liblzma=5.8.1=hb9d3cd8_2
-  - libnghttp2=1.64.0=h161d5f1_0
+  - libnghttp2=1.67.0=had1ee68_0
   - libnsl=2.0.1=hb9d3cd8_1
   - libpng=1.6.50=h421ea60_1
   - libscotch=7.0.6=hea33c07_1
@@ -151,7 +151,7 @@ dependencies:
   - libxml2=2.13.8=h2cb61b6_1
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=20.1.8=h4922eb0_2
+  - llvm-openmp=21.1.0=h4922eb0_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
@@ -161,9 +161,9 @@ dependencies:
   - mdit-py-plugins=0.5.0=pyhd8ed1ab_0
   - mdurl=0.1.2=pyhd8ed1ab_1
   - metis=5.1.0=hd0bcaf9_1007
-  - mistune=3.1.3=pyh29332c3_0
+  - mistune=3.1.4=pyhcf101f3_0
   - mkl=2024.2.2=ha770c72_17
-  - msgpack-python=1.1.1=py310h3788b33_0
+  - msgpack-python=1.1.1=py310h03d9f68_1
   - mumps-include=5.7.3=h82cca05_10
   - mumps-seq=5.7.3=h06cbf8f_10
   - munkres=1.1.4=pyhd8ed1ab_1
@@ -213,7 +213,7 @@ dependencies:
   - pymatsolver=0.3.1=pyh48887ae_201
   - pyparsing=3.2.3=pyhe01879c_2
   - pysocks=1.7.1=pyha55dd90_7
-  - pytest=8.4.1=pyhd8ed1ab_0
+  - pytest=8.4.2=pyhd8ed1ab_0
   - pytest-cov=6.2.1=pyhd8ed1ab_0
   - python=3.10.18=hd6af730_0_cpython
   - python-dateutil=2.9.0.post0=pyhe01879c_2
@@ -232,7 +232,7 @@ dependencies:
   - rfc3339-validator=0.1.4=pyhd8ed1ab_1
   - rfc3986-validator=0.1.1=pyh9f0ad1d_0
   - rfc3987-syntax=1.1.0=pyhe01879c_1
-  - rpds-py=0.27.1=py310hd8f68c5_0
+  - rpds-py=0.27.1=py310hd8f68c5_1
   - rtree=1.2.0=py310haf1e407_1
   - scikit-learn=1.6.1=py310h27f47ee_0
   - scipy=1.14.1=py310hfcf56fc_2
@@ -273,7 +273,7 @@ dependencies:
   - tomli=2.2.1=pyhe01879c_2
   - tomlkit=0.13.3=pyha770c72_0
   - toolz=1.0.0=pyhd8ed1ab_1
-  - tornado=6.5.2=py310h7c4b9e2_0
+  - tornado=6.5.2=py310h7c4b9e2_1
   - tqdm=4.67.1=pyhd8ed1ab_1
   - traitlets=5.14.3=pyhd8ed1ab_1
   - trimesh=4.1.8=pyhd8ed1ab_0
@@ -301,13 +301,13 @@ dependencies:
   - zeromq=4.3.5=h3b0a872_7
   - zict=3.0.0=pyhd8ed1ab_1
   - zipp=3.23.0=pyhd8ed1ab_0
-  - zstandard=0.23.0=py310h7c4b9e2_3
+  - zstandard=0.24.0=py310h1d967bf_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@655afd735989270d5d03b80a98cbe22844b47066
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@2c9248c60e4166fadb973fcd4f1777bb2ee964f6
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@1241642d40693ee9c58f83ce46b317cba43dc68b
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@3a91dd92144a34b3c1ad1e5885029a7102e6337c
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@416815352706add295a9d2b90814d2291068a85e
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@d794a0b24aafb4beccc7984e68b6904be44f860f
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@5561fb5441be2cceaf8e1ca5fa05f6e3b19ee6bb
 
 variables:
   KMP_WARNINGS: 0

environments/py-3.10-linux-64.conda.lock.yml

@@ -10,16 +10,16 @@ dependencies:
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
   - bokeh=3.6.3=pyhd8ed1ab_0
-  - brotli=1.1.0=hb9d3cd8_3
-  - brotli-bin=1.1.0=hb9d3cd8_3
-  - brotli-python=1.1.0=py310hf71b8c6_3
+  - brotli=1.1.0=hb03c661_4
+  - brotli-bin=1.1.0=hb03c661_4
+  - brotli-python=1.1.0=py310hea6c23e_4
   - bzip2=1.0.8=h4bc722e_7
   - c-ares=1.34.5=hb9d3cd8_0
   - ca-certificates=2025.8.3=hbd8a1cb_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2025.8.3=pyhd8ed1ab_0
-  - cffi=1.17.1=py310h8deb56e_0
+  - cffi=1.17.1=py310h34a4b09_1
   - click=8.2.1=pyh707e725_0
   - cloudpickle=3.1.1=pyhd8ed1ab_0
   - colorama=0.4.6=pyhd8ed1ab_1
@@ -32,10 +32,10 @@ dependencies:
   - fasteners=0.19=pyhd8ed1ab_1
   - fonttools=4.59.2=py310h3406613_0
   - freetype=2.13.3=ha770c72_1
-  - fsspec=2025.7.0=pyhd8ed1ab_0
+  - fsspec=2025.9.0=pyhd8ed1ab_0
   - geoana=0.7.2=py310ha2bacc8_0
   - h2=4.3.0=pyhcf101f3_0
-  - h5py=3.14.0=nompi_py310hea1e86d_100
+  - h5py=3.14.0=nompi_py310h4aa865e_101
   - hdf5=1.14.6=nompi_h6e4c0c1_103
   - hpack=4.1.0=pyhd8ed1ab_0
   - hyperframe=6.1.0=pyhd8ed1ab_0
@@ -49,11 +49,11 @@ dependencies:
   - ld_impl_linux-64=2.44=h1423503_1
   - lerc=4.0.0=h0aef613_1
   - libaec=1.1.4=h3f801dc_0
-  - libblas=3.9.0=34_hfdb39a5_mkl
-  - libbrotlicommon=1.1.0=hb9d3cd8_3
-  - libbrotlidec=1.1.0=hb9d3cd8_3
-  - libbrotlienc=1.1.0=hb9d3cd8_3
-  - libcblas=3.9.0=34_h372d94f_mkl
+  - libblas=3.9.0=35_hfdb39a5_mkl
+  - libbrotlicommon=1.1.0=hb03c661_4
+  - libbrotlidec=1.1.0=hb03c661_4
+  - libbrotlienc=1.1.0=hb03c661_4
+  - libcblas=3.9.0=35_h372d94f_mkl
   - libcurl=8.14.1=h332b0f4_0
   - libdeflate=1.24=h86f0d12_0
   - libdlf=0.3.0=pyhd8ed1ab_1
@@ -70,9 +70,9 @@ dependencies:
   - libhwloc=2.12.1=default_h3d81e11_1000
   - libiconv=1.18=h3b78370_2
   - libjpeg-turbo=3.1.0=hb9d3cd8_0
-  - liblapack=3.9.0=34_hc41d3b0_mkl
+  - liblapack=3.9.0=35_hc41d3b0_mkl
   - liblzma=5.8.1=hb9d3cd8_2
-  - libnghttp2=1.64.0=h161d5f1_0
+  - libnghttp2=1.67.0=had1ee68_0
   - libnsl=2.0.1=hb9d3cd8_1
   - libpng=1.6.50=h421ea60_1
   - libscotch=7.0.6=hea33c07_1
@@ -88,13 +88,13 @@ dependencies:
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.8=h2cb61b6_1
   - libzlib=1.3.1=hb9d3cd8_2
-  - llvm-openmp=20.1.8=h4922eb0_2
+  - llvm-openmp=21.1.0=h4922eb0_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
   - matplotlib-base=3.8.4=py310hef631a5_2
   - metis=5.1.0=hd0bcaf9_1007
   - mkl=2024.2.2=ha770c72_17
-  - msgpack-python=1.1.1=py310h3788b33_0
+  - msgpack-python=1.1.1=py310h03d9f68_1
   - mumps-include=5.7.3=h82cca05_10
   - mumps-seq=5.7.3=h06cbf8f_10
   - munkres=1.1.4=pyhd8ed1ab_1
@@ -136,7 +136,7 @@ dependencies:
   - threadpoolctl=3.6.0=pyhecae5ae_0
   - tk=8.6.13=noxft_hd72426e_102
   - toolz=1.0.0=pyhd8ed1ab_1
-  - tornado=6.5.2=py310h7c4b9e2_0
+  - tornado=6.5.2=py310h7c4b9e2_1
   - tqdm=4.67.1=pyhd8ed1ab_1
   - trimesh=4.1.8=pyhd8ed1ab_0
   - typing-extensions=4.15.0=h396c80c_0
@@ -153,13 +153,13 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
   - zipp=3.23.0=pyhd8ed1ab_0
-  - zstandard=0.23.0=py310h7c4b9e2_3
+  - zstandard=0.24.0=py310h1d967bf_1
   - zstd=1.5.7=hb8e6e7a_2
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@655afd735989270d5d03b80a98cbe22844b47066
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@2c9248c60e4166fadb973fcd4f1777bb2ee964f6
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@1241642d40693ee9c58f83ce46b317cba43dc68b
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@3a91dd92144a34b3c1ad1e5885029a7102e6337c
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@416815352706add295a9d2b90814d2291068a85e
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@d794a0b24aafb4beccc7984e68b6904be44f860f
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@5561fb5441be2cceaf8e1ca5fa05f6e3b19ee6bb
 
 variables:
   KMP_WARNINGS: 0