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@ -190,6 +190,81 @@ _(Include a visual of how $\Delta$ affects $P$)_
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- Comparative chart: structured vs. unstructured methods.
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- Comparative chart: structured vs. unstructured methods.
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- Examples of perturbed frequency responses generated by the model.
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- Examples of perturbed frequency responses generated by the model.
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# Research Tasks
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## **Slide 1: Research Tasks Overview**
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**Assertion:** This research aims to address verification challenges through structured tasks.
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- **Evidence:** Four key research tasks support the proposed outcomes:
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1. Mission-Beneficiary Fit
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2. Find Robust Systems
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3. Create Diffusion Model
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4. Analyze and Disseminate Results
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**Visuals:**
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- A process diagram summarizing the four tasks.
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---
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## **Slide 2: Mission-Beneficiary Fit**
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**Assertion:** Understanding beneficiaries ensures relevance and impact of this research.
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- **Evidence:**
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- Beneficiary Identification: Research how control engineers might use this work.
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- Value Proposition: Define and align capabilities with verification needs.
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**Visuals:**
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- Chart or table identifying beneficiaries and their verification needs.
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---
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## **Slide 3: Find Robust Systems**
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**Assertion:** Identifying relevant plants ensures practical applicability of results.
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- **Evidence:**
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- Literature Review: Investigate industrial applications of robust control verification.
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- Create Example Plants: Reconstruct models of prominent systems for demonstrations.
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**Visuals:**
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- Example of a controlled industrial process.
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- Flowchart of the literature review and modeling process.
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---
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## **Slide 4: Create Diffusion Model**
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**Assertion:** A diffusion model is central to generating unstructured perturbations.
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- **Evidence:**
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- Identify Model Structure: Choose an architecture (e.g., U-Net).
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- Train Model: Develop training data and optimize performance.
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- Generate Perturbations: Apply the model to example plants.
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**Visuals:**
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- Diagram of a U-Net-based architecture.
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- Example of generated unstructured perturbations.
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---
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## **Slide 5: Analyze and Disseminate Results**
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**Assertion:** Communicating findings ensures broader adoption and state-of-the-art advancements.
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- **Evidence:**
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- Publish results in academic journals.
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- Demonstrate impact on robustness verification practices.
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**Visuals:**
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- Example journal or conference targets.
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- Overview of the dissemination process.
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# Metrics of Success
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# Metrics of Success
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# Risks and Contingencies
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# Risks and Contingencies
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#
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#
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