diff --git a/pyproject.toml b/pyproject.toml
index 891d969..d95b529 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,11 +7,11 @@ name = "workflow"
 authors = [{ name = "QuakeCoRE" }]
 description = "Next generation workflow powered by cylc."
 readme = "README.md"
-requires-python = ">=3.12,<3.14"
+requires-python = ">=3.12"
 dynamic = ["version"]
 dependencies = [
   # UCGMSim Dependencies
-  "im-calculation",
+  "im-calculation>=2025.12.5",
   "velocity-modelling>=2025.12.1",
   "nshmdb>=2025.12.1",
   "oq_wrapper>=2025.12.3",
@@ -24,7 +24,6 @@ dependencies = [
   "xarray[io]",
 
   # Numerics
-  "numexpr",
   "numpy",
   "scipy",
   "shapely",
diff --git a/uv.lock b/uv.lock
index 324bd54..070aea5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,11 +1,19 @@
 version = 1
 revision = 3
-requires-python = ">=3.12, <3.14"
+requires-python = ">=3.12"
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.13.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
     "python_full_version < '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32'",
-    "(python_full_version >= '3.13' and platform_machine != 'ARM64') or (python_full_version >= '3.13' and sys_platform != 'win32')",
-    "(python_full_version < '3.13' and platform_machine != 'ARM64') or (python_full_version < '3.13' and sys_platform != 'win32')",
+    "python_full_version == '3.13.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version < '3.13' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.13.*' and sys_platform == 'emscripten'",
+    "python_full_version < '3.13' and sys_platform == 'emscripten'",
+    "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 
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 ]
 
+[[package]]
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+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
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+]
+
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+version = "3.11.1"
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 [[package]]
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+version = "2.18.0"
 source = { registry = "https://pypi.org/simple" }
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+    { url = "https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35", size = 10196845, upload-time = "2026-02-01T12:30:53.445Z" },
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 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/14/2c/dee705c427875402200fe779eb8a3c00ccb349471172c41178336e9599cc/typer-0.23.2-py3-none-any.whl", hash = "sha256:e9c8dc380f82450b3c851a9b9d5a0edf95d1d6456ae70c517d8b06a50c7a9978", size = 56834, upload-time = "2026-02-16T18:52:39.308Z" },
 ]
 
 [[package]]
 name = "types-geopandas"
-version = "1.1.2.20251224"
+version = "1.1.2.20260120"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy" },
@@ -2453,18 +2996,9 @@ dependencies = [
     { name = "pyproj" },
     { name = "types-shapely" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/be/3c/cdefe96976136d0624d1eae36348f8c5c990cf3052f706a3bcc2bd08bd8d/types_geopandas-1.1.2.20251224.tar.gz", hash = "sha256:85f410f6c3f46013400999922a562f9cca67234499184c24639d0a8c777411dd", size = 23482, upload-time = "2025-12-24T03:15:41.03Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a4/72/b210806aa1ad77ccc65db2b9814cdcdcec619c6cc1a44b04d45af1e98bbd/types_geopandas-1.1.2.20260120.tar.gz", hash = "sha256:8b7ef9d87b047770c7dbd21b351804161a178f9dba904ffa2050fe4854456008", size = 23531, upload-time = "2026-01-20T03:25:11.247Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c0/a6/1cc1248402d31b9fc0f9eda3da5d4a2cc52df05d11157898090f4ed46e87/types_geopandas-1.1.2.20251224-py3-none-any.whl", hash = "sha256:60a588966842e2ef1b8f796b847a0a9244bb3d4c03a0237a123899fc77cf8d32", size = 31755, upload-time = "2025-12-24T03:15:39.923Z" },
-]
-
-[[package]]
-name = "types-pytz"
-version = "2025.2.0.20251108"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/40/ff/c047ddc68c803b46470a357454ef76f4acd8c1088f5cc4891cdd909bfcf6/types_pytz-2025.2.0.20251108.tar.gz", hash = "sha256:fca87917836ae843f07129567b74c1929f1870610681b4c92cb86a3df5817bdb", size = 10961, upload-time = "2025-11-08T02:55:57.001Z" }
-wheels = [
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+    { url = "https://files.pythonhosted.org/packages/5e/4c/e7689188fda0499b367ef5cdefc298565cd070cbb19302635d9e26093e8a/types_geopandas-1.1.2.20260120-py3-none-any.whl", hash = "sha256:ffd92f6faa3715154c86a4cc99a9688f411bfbdcf515b1d9bbf6113347f7b820", size = 31755, upload-time = "2026-01-20T03:25:09.942Z" },
 ]
 
 [[package]]
@@ -2573,7 +3107,7 @@ dependencies = [
     { name = "geopandas" },
     { name = "im-calculation" },
     { name = "nshmdb" },
-    { name = "numexpr" },
+    { name = "numba" },
     { name = "numpy" },
     { name = "oq-wrapper" },
     { name = "pandas", extra = ["hdf5", "parquet"] },
@@ -2615,9 +3149,9 @@ requires-dist = [
     { name = "deptry", marker = "extra == 'dev'" },
     { name = "geopandas" },
     { name = "hypothesis", extras = ["numpy"], marker = "extra == 'test'", specifier = ">=6.0.0" },
-    { name = "im-calculation" },
+    { name = "im-calculation", specifier = ">=2025.12.5" },
     { name = "nshmdb", specifier = ">=2025.12.1" },
-    { name = "numexpr" },
+    { name = "numba", specifier = ">=0.63.0" },
     { name = "numpy" },
     { name = "numpydoc", marker = "extra == 'dev'" },
     { name = "oq-wrapper", specifier = ">=2025.12.3" },
@@ -2647,16 +3181,16 @@ provides-extras = ["test", "types", "dev"]
 
 [[package]]
 name = "xarray"
-version = "2025.12.0"
+version = "2026.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy" },
     { name = "packaging" },
     { name = "pandas" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d3/af/7b945f331ba8911fdfff2fdfa092763156119f124be1ba4144615c540222/xarray-2025.12.0.tar.gz", hash = "sha256:73f6a6fadccc69c4d45bdd70821a47c72de078a8a0313ff8b1e97cd54ac59fed", size = 3082244, upload-time = "2025-12-05T21:51:22.432Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/0f/03/e3353b72e518574b32993989d8f696277bf878e9d508c7dd22e86c0dab5b/xarray-2026.2.0.tar.gz", hash = "sha256:978b6acb018770554f8fd964af4eb02f9bcc165d4085dbb7326190d92aa74bcf", size = 3111388, upload-time = "2026-02-13T22:20:50.18Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl", hash = "sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9", size = 1405358, upload-time = "2026-02-13T22:20:47.847Z" },
 ]
 
 [package.optional-dependencies]
diff --git a/workflow/scripts/bb_sim.py b/workflow/scripts/bb_sim.py
index 4dfd4a2..9b03ae3 100644
--- a/workflow/scripts/bb_sim.py
+++ b/workflow/scripts/bb_sim.py
@@ -162,7 +162,7 @@ def combine_hf_and_lf(
         station_vs30_ffp,
         sep=r"\s+",
         header=None,
-        names=["station", "vsite"],  # type: ignore[invalid-argument-type]
+        names=["station", "vsite"],
     ).set_index("station")
     vs30_df["vsite"] = vs30_df["vsite"].astype(np.float32)
     vs30_df = vs30_df.loc[common_stations]
diff --git a/workflow/scripts/generate_station_coordinates.py b/workflow/scripts/generate_station_coordinates.py
index 82b1efe..13ac253 100644
--- a/workflow/scripts/generate_station_coordinates.py
+++ b/workflow/scripts/generate_station_coordinates.py
@@ -79,7 +79,7 @@ def generate_fd_files(
         stat_file,
         delimiter=r"\s+",
         comment="#",
-        names=["lon", "lat", "name"],  # type: ignore[invalid-argument-type]
+        names=["lon", "lat", "name"],
     )
 
     x, y = proj(
diff --git a/workflow/scripts/hf_sim.py b/workflow/scripts/hf_sim.py
index 7e8727f..7956767 100644
--- a/workflow/scripts/hf_sim.py
+++ b/workflow/scripts/hf_sim.py
@@ -301,7 +301,7 @@ def run_hf(
         station_file,
         delimiter=r"\s+",
         header=None,
-        names=["longitude", "latitude", "name"],  # type: ignore[invalid-argument-type]
+        names=["longitude", "latitude", "name"],
     ).set_index("name")
     station_hashes = np.array(
         [stable_hash(name) for name in stations.index], dtype=np.int32
@@ -332,8 +332,8 @@ def run_hf(
                 hf_sim_path,
                 hf_input_template,
                 station["latitude"],
-                station["longitude"],  # type: ignore[invalid-argument-type]
-                name,
+                station["longitude"],
+                str(name),
                 int(station["seed"]),
             )
             for name, station in stations.iterrows()
diff --git a/workflow/scripts/im_calc.py b/workflow/scripts/im_calc.py
index b434771..8aef1c8 100644
--- a/workflow/scripts/im_calc.py
+++ b/workflow/scripts/im_calc.py
@@ -29,9 +29,8 @@
 
 import functools
 from pathlib import Path
-from typing import Annotated, Optional
+from typing import Annotated
 
-import numexpr as ne
 import numpy as np
 import pandas as pd
 import tqdm
@@ -50,6 +49,8 @@
     SourceConfig,
 )
 
+PSA_STEP = 10000
+
 app = typer.Typer()
 
 
@@ -63,13 +64,12 @@ def calculate_instensity_measures(
     ],
     output_path: Annotated[Path, typer.Argument(dir_okay=False, writable=True)],
     simulated_stations: Annotated[bool, typer.Option()] = True,
-    psa_rotd_maximum_memory_allocation: Annotated[
-        Optional[float], typer.Option(min=0)
-    ] = None,
+    psa_step: Annotated[int, typer.Option()] = PSA_STEP,
     ko_directory: Annotated[
         Path | None, typer.Option(exists=True, file_okay=False)
     ] = None,
     override_ims: Annotated[list[IM] | None, typer.Option("-i", "--im")] = None,
+    cores: Annotated[int | None, typer.Option(min=1)] = None,
 ) -> None:
     """Calculate intensity measures for simulation data.
 
@@ -83,14 +83,18 @@ def calculate_instensity_measures(
         Output directory for IM calc summary statistics.
     simulated_stations : bool, default True
         If passed, calculate for simulated stations.
-    psa_rotd_maximum_memory_allocation : Optional[float]
-        Maximum amount of memory allocated for rotated PSA calculation station buffer, in gigabytes.
+    psa_step : int
+        Maximum number of stations to read from disk at once for pSA calculation
     ko_directory : Path
         Directory containing the KO matrix files for FAS calculation. Not required for other IMs.
     override_ims : list of str
         Intensity measures to calculate. If not set, reads from the realisation file.
+    cores : int or None
+        Set the number of cores for parallel processing of IMs. If set
+        to `None`, will default to the available cores from
+        `utils.get_available_cores`.
     """
-    ne.set_num_threads(utils.get_available_cores())
+    cores = cores or utils.get_available_cores()
 
     metadata = RealisationMetadata.read_from_realisation(realisation_ffp)
     resolution = Resolution.read_from_realisation_or_defaults(
@@ -121,28 +125,27 @@ def calculate_instensity_measures(
     nyquist_frequency = 1 / (2 * resolution.dt)
 
     im_function_map = {
-        IM.PGA: ims.peak_ground_acceleration,
-        IM.PGV: functools.partial(ims.peak_ground_velocity, dt=resolution.dt),
-        IM.CAV: functools.partial(ims.cumulative_absolute_velocity, dt=resolution.dt),
-        IM.AI: functools.partial(ims.arias_intensity, dt=resolution.dt),
-        IM.Ds575: functools.partial(
-            ims.ds575,
-            dt=resolution.dt,
+        IM.PGA: functools.partial(ims.peak_ground_acceleration, cores=cores),
+        IM.PGV: functools.partial(
+            ims.peak_ground_velocity, dt=resolution.dt, cores=cores
         ),
-        IM.Ds595: functools.partial(
-            ims.ds595,
-            dt=resolution.dt,
+        IM.PGD: functools.partial(
+            ims.peak_ground_displacement, dt=resolution.dt, cores=cores
         ),
+        IM.CAV: functools.partial(
+            ims.cumulative_absolute_velocity, dt=resolution.dt, cores=cores
+        ),
+        IM.AI: functools.partial(ims.arias_intensity, dt=resolution.dt, cores=cores),
+        IM.Ds575: functools.partial(ims.ds575, dt=resolution.dt, cores=cores),
+        IM.Ds595: functools.partial(ims.ds595, dt=resolution.dt, cores=cores),
         IM.pSA: functools.partial(
             ims.pseudo_spectral_acceleration,
             periods=np.array(
-                intensity_measure_parameters.valid_periods, dtype=np.float32
+                intensity_measure_parameters.valid_periods, dtype=np.float64
             ),
             dt=resolution.dt,
-            psa_rotd_maximum_memory_allocation=psa_rotd_maximum_memory_allocation * 1e9
-            if psa_rotd_maximum_memory_allocation
-            else None,
-            cores=utils.get_available_cores(),
+            step=psa_step,
+            cores=cores,
         ),
         IM.FAS: functools.partial(
             ims.fourier_amplitude_spectra,
@@ -151,7 +154,7 @@ def calculate_instensity_measures(
                 intensity_measure_parameters.fas_frequencies <= nyquist_frequency
             ],
             ko_directory=ko_directory,
-            cores=utils.get_available_cores(),
+            cores=cores,
         ),
     }
     latitude = broadband.latitude.values
@@ -215,13 +218,12 @@ def calculate_instensity_measures(
         attrs={"hypo_lat": hypocentre[0], "hypo_lon": hypocentre[1]},
     )
 
-    # Add each column of the DataFrame as a coordinate
-    # TODO: Refactor IM Calculation to use waveforms in (component, station, time) format
-    # Convert (component, station, time) to (station, time, component).
-    waveform = np.transpose(broadband.waveform.values, (1, 2, 0))
+    waveform = broadband.waveform.values.astype(np.float64)
+
     for im_name in (pbar := tqdm.tqdm(intensity_measures)):
         pbar.set_description(im_name)
         im_fn = im_function_map[im_name]
+
         result = im_fn(waveform)
 
         if isinstance(result, pd.DataFrame):
diff --git a/workflow/scripts/realisation_to_srf.py b/workflow/scripts/realisation_to_srf.py
index c4569ee..ecd5100 100644
--- a/workflow/scripts/realisation_to_srf.py
+++ b/workflow/scripts/realisation_to_srf.py
@@ -782,12 +782,18 @@ def generate_srf(
         single_threaded=single_threaded,
     )
     srf_name = normalise_name(metadata.name)
-    stitch_srf_files(
-        source_config.source_geometries,
-        rupture_propagation,
-        work_directory,
-        srf_name,
-    )
+    if len(source_config.source_geometries) > 1:
+        stitch_srf_files(
+            source_config.source_geometries,
+            rupture_propagation,
+            work_directory,
+            srf_name,
+        )
+    else:
+        source_name = list(source_config.source_geometries)[0]
+        input_srf_path = work_directory / "srf" / f"{normalise_name(source_name)}.srf"
+        output_srf_path = work_directory / f"{srf_name}.srf"
+        shutil.move(input_srf_path, output_srf_path)
     srf_config.write_to_realisation(realisation_ffp)
 
     shutil.copyfile(work_directory / (srf_name + ".srf"), output_srf_filepath)