Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory

Sanyam Singh, Naga Ganesh, Vineet Singh, Lakshmi Pedapudi, Ritesh Kumar, SSP Jyothi, Archana Karanam, Waseem Pasha, Ekta Kumari, C. Yashoda, Mettu Vijaya Rekha Reddy, Shesha Phani Debbesa, Chandan Dash  |  2026

Keywords: Computation and Language, Artificial Intelligence, Machine Learning

Designing probabilistic AI monsoon forecasts to inform agricultural decision-making

Colin Aitken, Rajat Masiwal, Adam Marchakitus, Katherine Kowal, Mayank Gupta, Tyler Yang, Amir Jina, Pedram Hassanzadeh, William R. Boos, Michael Kremer  |  2026

Keywords: Machine Learning, Artificial Intelligence, General Economics, physiComputer Science - ao-ph

Affordable Precision Agriculture: A Deployment-Oriented Review of Low-Cost, Low-Power Edge AI and TinyML for Resource-Constrained Farming Systems

Riya Samanta, Bidyut Saha  |  2026

Keywords: Precision agriculture, Edge AI, TinyML, Resource-constrained systems, Energy-efficient inference, Low-cost smart farming

Zhinong AI: A Design-Science Study of an AI-Enabled Agricultural Decision-Support Platform for Smallholder Production

Zhaoyang Li, Jiaqi Liu, Ruijie Zhang  |  2026

Keywords: smart agriculture; artificial intelligence; agricultural decision support; plant disease diagnosis; design science; digital village; age-friendly design

Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning

Tewodros Alemu Ayall, Andy Li, Matthew Beddows, Milan Markovic, Georgios Leontidis  |  2025

Keywords: Machine Learning

A Secured Triad of IoT, Machine Learning, and Blockchain for Crop Forecasting in Agriculture

Najmus Sakib Sizan, Md. Abu Layek, Khondokar Fida Hasan  |  2025

Keywords: Machine Learning

Enhancing Smart Farming Through Federated Learning: A Secure, Scalable, and Efficient Approach for AI-Driven Agriculture

Ritesh Janga, Rushit Dave  |  2025

Keywords: Machine Learning, Artificial Intelligence

Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food Security

Monica Dutta, Deepali Gupta, Sumegh Tharewal, Deepam Goyal, Jasminder Kaur Sandhu, Manjit Kaur, Ahmad Ali Alzubi, Jazem Mutared Alanazi  |  2025

Keywords: Signal Processing, Machine Learning

A LoRa IoT Framework with Machine Learning for Remote Livestock Monitoring in Smart Agriculture

Hitesh Mohapatra  |  2025

Keywords: Human-Computer Interaction

Hybrid Knowledge Transfer through Attention and Logit Distillation for On-Device Vision Systems in Agricultural IoT

Stanley Mugisha, Rashid Kisitu, Florence Tushabe  |  2025

Keywords: Computer Vision, Artificial Intelligence, Machine Learning