diff --git a/.github/workflows/python-package-conda.yml b/.github/workflows/python-package-conda.yml
index 386b047..66353dc 100644
--- a/.github/workflows/python-package-conda.yml
+++ b/.github/workflows/python-package-conda.yml
@@ -8,7 +8,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [ubuntu-latest, macOS-latest]
+        os: [ubuntu-latest, macOS-latest, windows-latest]
         python-version: [3.7]
     steps:
       - uses: actions/checkout@v2
@@ -17,8 +17,8 @@ jobs:
       - name: install mamba
         uses: mamba-org/provision-with-micromamba@main
         with:
-          environment-file: CNN.yml
-          environment-name: CNN
+          environment-file: PINN.yml
+          environment-name: PINN
       - name: Install test packages
         shell: bash -l {0}
         run: |
@@ -30,4 +30,4 @@ jobs:
       - name: Test with pytest
         shell: bash -l {0}
         run: |
-          pytest .github/workflows/test_CNN_notebooks.py
+          pytest .github/workflows/test_notebooks.py
diff --git a/.github/workflows/test_CNN_notebooks.py b/.github/workflows/test_notebooks.py
similarity index 97%
rename from .github/workflows/test_CNN_notebooks.py
rename to .github/workflows/test_notebooks.py
index 2480951..f9bd2cc 100644
--- a/.github/workflows/test_CNN_notebooks.py
+++ b/.github/workflows/test_notebooks.py
@@ -26,7 +26,7 @@ def _find_notebooks():
     )
 
     # Get just the notebooks from the git files
-    notebooks_files = [Path(fn) for fn in git_files if fn.endswith("CNN_Volcanic_deformation_test.ipynb")]
+    notebooks_files = [Path(fn) for fn in git_files if fn.endswith("PINNs_1DHeatEquationExample.ipynb")]
 
     # remove all notebooks that haven't been checked
     notebooks_files = [p for p in notebooks_files if p.parent.name != "unchecked"]
diff --git a/.github/workflows/windows_python_package.yml b/.github/workflows/windows_python_package.yml
deleted file mode 100644
index 75bfc7d..0000000
--- a/.github/workflows/windows_python_package.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Python Package using Conda
-on: [push]
-
-jobs:
-  test:
-    name: Test python ${{ matrix.python-version }} on ${{ matrix.os }}
-
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        os: [windows-latest]
-        python-version: [3.7]
-    steps:
-      - uses: actions/checkout@v2
-        with:
-         submodules: recursive
-      - name: install mamba
-        uses: mamba-org/provision-with-micromamba@main
-        with:
-          environment-file: CNN_windows.yml
-          environment-name: CNN
-      - name: Install test packages
-        shell: bash -l {0}
-        run: |
-          pip install pytest nbconvert nbformat
-      - name: which python
-        shell: bash -l {0}
-        run: |
-          which python
-      - name: Test with pytest
-        shell: bash -l {0}
-        run: |
-          pytest .github/workflows/test_CNN_notebooks.py
diff --git a/PINN.yml b/PINN.yml
index 8b0c4d7..a28ae01 100644
--- a/PINN.yml
+++ b/PINN.yml
@@ -1,4 +1,4 @@
-name: PINN2
+name: PINN
 channels:
   - conda-forge
   - defaults
diff --git a/binder/environment.yml b/binder/environment.yml
new file mode 100644
index 0000000..a28ae01
--- /dev/null
+++ b/binder/environment.yml
@@ -0,0 +1,14 @@
+name: PINN
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python
+  - notebook
+  - matplotlib
+  - scipy
+  - pandas
+  - pip
+  - pip:
+    - pyDOE
+    - tensorflow>2.1