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Research on the application of large language models (LLMs) in the automated development of scientific management software, integrating Q&A chatbots and intelligent reporting for the Vietnam National University of Agriculture.
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M.S. Pham Quang Dung
(Principal Investigator)
M.Sc. Duong Thi Loan
(Secretary)
M.S. Nguyen Hoang Huy
M.S. Le Xuan Chinh
M.Sc. Nguyen Thi Ngoc Han
MSc. Tran Trung Hieu, Senior Lecturer
M.S. Nguyen Huu Tuan
St. Ta Viet Duc
St. Phung Thi Phuong
St. Nguyen Quynh Trang
St. Le Hong Van
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Content:
Content 1: Research and analysis of the six development phases of scientific management software at the Vietnam National University of Agriculture.
Task 1.1: Identify relevant stakeholders (e.g., Department of Scientific Management, Finance Department, Research Funding Agencies), analyze requirements, and define software specifications, functionalities, and quality attributes.
Task 1.2: Design the software system, including logic architecture, process workflows, and development framework.
Task 1.3: Develop the software system, specifying technologies used, development methodologies, implementation environment, and chatbot integration.
Task 1.4: Software testing and quality assurance, including the development of test scenarios for functionality, performance, and security.
Task 1.5: Software maintenance, covering preventive, corrective, and adaptive maintenance activities.
Task 1.6: Software management, including requirements management, project management, and release management.
Content 2: Research and application of large language models (LLMs) in the automated development of software systems.
Task 2.1: Research and experiment with Retrieval-Augmented Generation (RAG) for intelligent question answering, and explore platforms for automated reporting such as Data Interpreter and TaskWeaver.
Task 2.2: Integrate suitable large language models (LLMs) into the MetaGPT framework to automate selected steps within the six phases of software development.
Task 2.3: Experiment with strategies for coordinating multiple AI agents and evaluate the software developed through automated or semi-automated processes.
Content 3: Chatbot Integration
Task 3.1: Research and experiment with Retrieval-Augmented Generation (RAG) for intelligent question answering, and explore platforms for automated reporting such as Data Interpreter and TaskWeaver.
Task 3.2: Integrate the chatbot into the scientific management software system.
- Expected Deliverables:
+ 01 Final Report
+ 01 Scientific Article published in a journal indexed in the Web of Science (WoS) with an Impact Factor (IF) > 0.3
+ 01 Scientific Management Software deployed and applied at the Department of Science and Technology, Vietnam National University of Agriculture
+ 02 Student Research Teams participating in the project
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2/2025- 2/2027
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Strong Research Group on Big Data and Digital Transformation
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2
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Breeding short-duration, high-yield, and bacterial leaf blight-resistant rice varieties for Northern Vietnam."
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M.S. Dinh Mai Thuy Linh (Principal Investigator)
M.S. Tran Thi Minh Ngoc
(Secretary)
Prof. Dr. Pham Van Cuong (Senior Advisor)
Assoc. Prof. Dr. Tang Thi Hanh
Assoc. Prof. Dr. Ha Viet Cuong
M.S. Ngo thi Hong Tuoi
M.S. Nguyen Quoc Trung
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Content 1: Selection of rice individuals carrying high-yield gene (WFP1) and bacterial leaf blight resistance gene (Xa7).
Task 1.1 (Experiment 1):Phenotypic selection of rice lines with high yield and resistance to bacterial leaf blight.
Task 1.2 (Experiment 2):Genotypic selection of individuals carrying WFP1 and Xa7 genes using molecular markers.
Content 2: Selection of rice lines with high yield and resistance to bacterial leaf blight.
Task 2.1 (Experiment 3): Preliminary selection of promising rice lines with high yield potential.
Task 2.2 (Experiment 4): Evaluation of bacterial leaf blight resistance in selected rice lines using artificial inoculation methods.
Task 2.3 (Experiment 5): Comparison of promising rice lines across different cropping seasons.
Content 3: Registration for plant variety protection and submission for DUS testing of promising rice lines.
Task 3.1: Register the promising rice variety for intellectual property protection.
Task 3.2: Submit the variety for DUS testing (Distinctness, Uniformity, and Stability) during one cropping season.
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2/2025- 2/2027
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3
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Study on the use of composted organic fertilizer from agricultural by-products and microbial inoculants in dandelion cultivation.
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M.S. Nguyen Thi Loan
M.S. Tran Thi Thiem
M.S. Thieu Thi Phong Thu
M.S. Chu Anh Tiep
M.S. Vu Duy Hoang
Engineer Vu Thi Chau Thu
Tran Quang Hai
Nguyen Quang Toan
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Content 1: Study on the effects of mixing coffee husks with other organic materials on compost quality.
Task 1.1: Evaluate the quality of organic materials before composting and monitor changes in compost quality during the decomposition process.
Task 1.2: Assess the quality of the final compost product.
Content 2: Study on the effects of compost type and application rate on the growth, yield, and medicinal quality of dandelion plants.
Task 2.1: Evaluate the impact of compost type and dosage on the growth, yield, and medicinal quality of dandelion (Taraxacum officinale).
Task 2.2: Assess the effects of compost type and dosage on soil quality after dandelion cultivation.
Content 3: Study on the effects of compost types and microbial inoculants on the growth, yield, and quality of dandelion plants.
Task 3.1: Evaluate the impact of different compost types and microbial inoculants on the growth, yield, and medicinal quality of dandelion (Taraxacum officinale).
Task 3.2: Assess the effects of compost types and microbial inoculants on soil quality after dandelion cultivation.
Expected Deliverables:
- 01 Final Report
- 01 Scientific Article published in a journal indexed in the Web of Science (WoS) with an Impact Factor (IF) > 0.3
- 01 Technical Procedure officially recognized at the institutional level
- 01 Student involved in the research project
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2/2025 – 2/2027
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Sustainable Crop Cultivation Technology Research Group (NCM)
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4
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Development of analytical methods for detecting polyfluoroalkyl substances (PFAS) in food packaging and assessing their migration into food.
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M.S. Phan Thi Phuong Thao
(Principal Investigator)
M.S. Nguyen Thi Hong
(Secretary)
Assoc. Prof. Dr. Chu Dinh Binh
Assoc. Prof. Dr. Nguyen Thi Thanh Thuy
M.S. Pham Thi Diu
Nguyen Thi Thuy An – Graduate Student
Pham Hai Yen – K69CNTP
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Content 1: Development of an analytical method for detecting PFAS in food packaging and food samples using liquid chromatography – tandem mass spectrometry (LC- MS/MS)
Task 1: Establish an extraction method for PFAS in packaging materials and food samples.
Task 2: Determine the linear range and calibration curve of the method.
Task 3: Identify the method’s limit of detection (LOD) and limit of quantification (LOQ)
Task 4: Evaluate the repeatability and reproducibility of the method.
Task 5: Assess the recovery rate of the method
Task 6: Determine the stability of the method.
Content 2: Assessment of PFAS migration into food
Task 7: Analyze PFAS concentrations in various types of food packaging materials.
Task 8: Analyze PFAS concentrations in different food samples under selected experimental conditions.
Expected Deliverables:
- 01 Final Report
- 01 International Scientific Article published in a journal indexed in the Web of Science (WoS) with an Impact Factor (IF) > 0.3
- 01 Analytical Procedure qualified for registration under ISO 17025/TCVN certification standards
- Training Outcomes:
- 01 Graduate Student trained
- 04 Undergraduate Students trained
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2/2025 – 2/2027
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NCM Research Group on Microbiology and Food Safety
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5
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Development of a surface fermentation process for extracting bioactive compounds from the biomass of Phellinus sp.
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M.S. Nguyen Thi Luyen (Principal Investigator)
M.S. Tran Dong Anh (Secretary)
M.S. Tran Thi Dao
Prof. Dr. Ngo Xuan Nghien
Assoc. Prof. Dr. Nguyen Van Giang
St. Pham Thi Thu Huyen
St. Pham Phuong Thao
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Content 1: Study on the selection of culture media
Content 2: Study on cultivation conditions
Content 3: Development of a surface fermentation process for biomass production of Phellinus sp.
Expected Deliverables:
- 01 Final Report
- 01 Scientific Article published in a journal indexed in the Web of Science (WoS) with an Impact Factor (IF) > 0.3
- 01 Surface Fermentation Protocol for producing Phellinus sp. mycelial biomass, officially recognized at the institutional level
- Training Outcomes:
- 01 Undergraduate Student trained
- 01 Student Research Group trained
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2/2025 – 2/2027
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NCM Research Group on Edible and Medicinal Mushrooms
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6
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Developing thematic frameworks for experiential and career- oriented activities at Vietnam National University of Agriculture.
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M.S. Le Thi Kim Thu
(Principal Investigator)
Assoc. Prof. Dr. Nguyen Tat Thang (Secretary)
M.S. Tran Thi Ha Nghia
M.S. Tran Thi Thanh Tam
M.S. Do Ngoc Bich
M.S. Bui Thi Hai Yen
M.S. Ta Thi Phuong Thuy
M.S. Hoang Xuan Anh
Assoc. Prof. Dr. Ho Ngoc Ninh
Prof. Dr. Duong Van Nhiem
Assoc. Prof. Dr. Tran Thi Minh Hang
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Content 1: Develop a theoretical framework for designing thematic experiential and career-oriented activities.
Content 2: Assess the current status and potential of resources for experiential and career-oriented activities at Vietnam National University of Agriculture, as well as the needs of high school teachers, students, university students, and farmers.
Content 3: Develop thematic educational materials for experiential and career – oriented activities at Vietnam National University of Agriculture.
Content 4: Pilot two themed models for experiential and career- oriented activities at Vietnam National University of Agriculture.
Content 5: Propose solutions to enhance the effectiveness of implementing themed experiential and career – oriented activity models at Vietnam National of Agriculture.
Expected Deliverables:
- 01 Final Report
- 05 Thematic Material Sets, including:
- Instructional Guides
- Digital Learning Resources
- 05 Experiential Models implemented at the university, focusing on eco-tourism themes tailored for:
- Teachers
- University Students
- High School Students
- Farmers
- 01 Scientific Article published in a journal recognized by the National Professorship Council
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2/2025- 2/2027
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Priority given to supporting new academic program development
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7
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Forest Fire Risk Zoning in Ha Tinh Province Using Artificial Intelligence
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Prof. Dr. Nguyen Duc Loc
(Principal Investigator)
M.S. Nguyen Khac Nang
(Secretary)
Assoc. Prof. Dr. Tran Trong Phuong
Prof. Dr. Nguyen Thi Thu Hien
Prof. Dr. Phan Van Khue
Prof. Dr. Vu Thi Thu
M.S. Nguyen Khac Viet Ba
M.S. Doan Thanh Thuy
M.S. Hoang Quoc Viet
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Content 1: Assessment of Natural, Economic, and Social Conditions in the Study Area
Task 1: Survey and Data Collection
Task 2: Data Processing and Analysis
Task 3: Report Writing
Content 2: Assessment of Forest Status, Management, Protection, and Development in the Study Area
Task 1: Survey and Data Collection
Task 2: Data Processing and Analysis
Task 3: Report Writing
Content 3: Identification of Factors Influencing Forest Fires
Task 1: Survey and Data Collection
Task 2: Data Processing and Analysis
Task 3: Evaluation of the Impact of Antural, Socio-Economic, and Climatic Factors on Forest Fires
Content 4: Development of an Artificial Intelligence Model for Forest Fire Risk Assessment
Task 1: Collect Training and Testing Data for the Model
Task 2: Construct and Standardize Input Data for the Model
Task 3: Build and Execute the Model Using Python Programming Language
Task 4: Generate Forest Fire Risk Zoning Maps
Expected Deliverables:
- 01 Source Code of the Artificial Intelligence Model for Forest Fire Risk Zoning
- 01 Forest Fire Risk Zoning Map
- 01 Final Report summarizing research findings
- 01 International Scientific Article published in a journal indexed in the Web of Science (WoS) with an Impact Factor (IF) > 0.3
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2/2025-2/2027
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Priority given to supporting new academic program development
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8
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Study on the Selection of Chromolaena odorata (L.) Plant Material and Cultivation Techniques for Medicinal Raw Material Production
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M.S. Nguyen Xuan Dai
(Principal Investigator)
Prof. Dr. Vu Thi Hoai (Secretary)
Prof. Dr. Tran Anh Tuan
Assoc. Prof. Dr. Vu Ngoc Thang
Prof. Dr. Pham Tuan Anh
M.S. Vu Tien Binh
Prof. Dr. Nguyen Thi Phuong Dung
Prof. Dr. Vu Ngoc Lan
CV. Pham Thi Kim Cuc
St. Lam Nhat Long
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Content 1: Collection of Chromolaena odorata Plant Samples from Selected Northern Regions of Vietnam
Content 2: Assessment of Genetic Diversity in Chromolaena odorata Germplasm
Content 3: Selection of Promising Chromolaena odorata Lines with High Bioactive Compound Content (Total Flavonoids and Phenolics)
Content 4: Study on Propagation Techniques for Selected Chromolaena odorata Lines
Content 5: Investigation of Extraction Parameters Affecting the Concentration of Key Bioactive Compounds in Extracts from Chromolaena odorata Raw Material
Expected Deliverables:
- 01 Final Report summarizing research findings
- 01 Scientific Article published in a domestic journal
- 01 International Scientific Article published in a journal indexed in the Web of Science (WoS) with an Impact Factor (IF) > 0.3
- 05 Liters of Chromolaena odorata Extract
- 300 Plant Samples of Chromolaena odorata (selected germplasm)
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2/2025-2/2027
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