pbe functional fix

app.py

@@ -116,14 +116,14 @@ def create_phase_diagram(
 
     # Fetch all entries from the Materials Project database
     def get_energy_correction(energy_correction, row):
-        if energy_correction == "Database specific, or MP2020" and map_functional[functional] == 'pbe':
+        if energy_correction == "Database specific, or MP2020" and functional == 'PBE':
             print('applying MP corrections')
             return (
                 row["energy_corrected"] - row["energy"]
                 if not np.isnan(row["energy_corrected"])
                 else 0
             )
-        elif energy_correction == "The 110 PBE Method" and map_functional[functional] == 'pbe':
+        elif energy_correction == "The 110 PBE Method" and functional == 'PBE':
             print('applying PBE110 corrections')
             return row["energy"] * 1.1-row['energy']
         elif map_functional[functional] != 'pbe':