Update app.py

app.py

@@ -1,124 +0,0 @@
-import gradio as gr
-from ai
-_
-models import train
-_
-models, load
-_
-models
-from ansys
-_
-simulation import run
-_
-ansys
-_
-from visualization import generate
-_graph
-simulation
-# Load AI models
-stress
-_
-model, deformation
-_
-model, pass
-fail
-model = load
-_
-_
-_
-models()
-def ai
-and
-simulation
-_
-_
-_
-workflow(thickness, hole
-_
-diameter, force):
-# AI Pre-Screening
-pre
-_
-screen = pass
-fail
-_
-_
-model.predict([[thickness, hole
-_
-diameter, force]])[0]
-if pre
-screen == 0:
-_
-return "AI predicts failure. Adjust parameters.
-"
-, None
-15/74
-# ANSYS Simulation
-max
-_
-stress, max
-deformation = run
-_
-_
-ansys
-_
-simulation(thickness, hole
-_
-diameter,
-force)
-# Generate Visualization
-graph
-_path = generate
-_graph(thickness, hole
-_
-diameter, force, max
-_
-max
-_
-deformation)
-stress,
-return f"Pass: Stress={max
-_
-stress} Pa, Deformation={max
-_
-deformation} mm"
-graph
-_path
-,
-# Gradio UI
-interface = gr.Interface(
-fn=ai
-and
-simulation
-_
-_
-_
-workflow,
-inputs=[
-gr.Slider(10, 50, step=1, label="Thickness (mm)"),
-gr.Slider(5, 25, step=1, label="Hole Diameter (mm)"),
-gr.Slider(1000, 15000, step=500, label="Force (N)")
-],
-outputs=[
-gr.Textbox(label="Simulation Status"),
-gr.Image(label="Dynamic Results Visualization")
-],
-title="AI-Driven ANSYS Design Validator"
-,
-description="Dynamic tool for optimizing and validating press tool designs.
-theme="default"
-,
-live=True
-"
-,
-)
-if
-name
-== "
-main
-":
-__
-__
-__
-__
-interface.launch()