Grants Collaboration

Step 1: Read and Clean Grants Data

Output 1: Collaborative/Single PI Grant Proposals by College

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Output 2: Collaborative Grant Proposals by College

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Cluster Hiring Analysis (AI-Generated)

The following analysis was generated by an AI model from the 2025 proposal collaboration data. It recommends two interdisciplinary cluster-hiring themes and the departments that should participate in each. Prompt and schema details are in ai-context/prompts/cluster-hiring-analysis.md.

Texas A&M University can strategically enhance intercollege collaboration and support lower-volume colleges by establishing two interdisciplinary research clusters. These clusters leverage existing strong ties while creating new opportunities for joint proposals in high-impact areas.

Cluster 1: Advanced Biomedical Innovations This cluster leverages strong existing ties between engineering, medical sciences, and veterinary medicine. By integrating advanced statistical analysis and foundational biological research, it aims to accelerate discoveries in medical diagnostics, therapeutic solutions, and public health initiatives. This group fosters a synergistic environment, significantly increasing intercollege proposals between EN, MD, VM, and AT while bolstering the research activity of MD and VM, historically lower-volume colleges.

Cluster Department College Existing Collaborations with Other Cluster Members Rationale
Advanced Biomedical Innovations BMEN EN 2060 (12), 2020 (11), VTPB (6), BIOL (5) Engineering solutions for health; strong existing ties.
2060 MD BMEN (12), STAT (9) Medical applications, clinical insights; boosts MD.
2020 MD BMEN (11), BIOL (5) Disease mechanisms, diagnostics; boosts MD.
VTPB VM BMEN (6) Pathobiology, public health; boosts VM activity.
STAT AT 2060 (9) Data analysis, modeling for clinical/biological data.
BIOL AT 2020 (5), BMEN (5) Fundamental life science insights.
Collaboration Gaps Direct MD-VM, STAT-VM, and EN-AT research pathways. Opens new avenues for joint proposal development.

Cluster 2: Sustainable Urban-Rural Futures This cluster unites urban planning (CP), landscape architecture (AR), and nutrition (NU) with data analytics (STAT, GEOG - AT) and psychological sciences (PSYC - AT) to tackle complex challenges in community health and sustainable development. It strengthens connections between historically lower-volume colleges (CP, AR, NU, ED) and high-volume colleges (AT), fostering interdisciplinary solutions for resilient urban and rural environments. This will significantly expand proposal activity across these diverse colleges, specifically elevating CP, AR, NU, and ED's research profiles.

Cluster Department College Existing Collaborations with Other Cluster Members Rationale
Sustainable Urban-Rural Futures 3550 CP STAT (7), 8030 (7) Urban planning, policy; boosts CP activity.
LAUP AR GEOG (7) Landscape architecture, design; boosts AR activity.
8030 NU 3550 (7) Human nutrition, health equity; boosts NU activity.
HLKN ED PSYC (6) Kinesiology, community health; boosts ED activity.
STAT AT 3550 (7) Spatial analysis, urban data modeling.
GEOG AT LAUP (7) Environmental mapping, socio-economic analysis.
PSYC AT HLKN (6) Behavioral science, community well-being.
Collaboration Gaps Direct CP-AR, NU-AR, and ED-NU research pathways. Facilitates holistic approaches to community issues.

Caveats: This analysis relies on past proposal co-submission as a proxy for research affinity, which may not always reflect current or future interests. Furthermore, proposals with unresolved college codes were excluded, potentially omitting valuable collaboration data.

Output 3: Collaborative Networks (All Colleges) for Proposals Submitted in 2025

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Output 4: Collaborative Networks (ArtSci) for Proposals Submitted in 2025

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Output 5: Collaborative Networks (Engineering) for Proposals Submitted in 2025

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Output 6: Collaborative Networks (Agriculture & Life Science) for Proposals Submitted in 2025

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Output 7: Collaborative Networks (Medicine) for Proposals Submitted in 2025

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Output 8: Collaborative Networks (Architecture) for Proposals Submitted in 2025

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Output 8: Collaborative Networks (Education) for Proposals Submitted in 2025

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