Journal Publications
Journal Publications
V. K. Mulukutla, S. S. Pavarala, S. R. Rudraraju, and S. Bonthu, “Evaluating Open-Source Vision Language Models for Facial Emotion Recognition Against Traditional Deep Learning Models”, EAI Endorsed Trans AI Robotics, vol. 4, Aug. 2025. Article
Bonthu, Sridevi, S. Rama Sree, and MHM Krishna Prasad. "Framework for automation of short answer grading based on domain-specific pre-training." Engineering Applications of Artificial Intelligence 137 (2024): 109163. Article
Bonthu, Sridevi, S. Rama Sree, and MHM Krishna Prasad. "Sprag: building and benchmarking a short programming-related answer grading dataset." International Journal of Data Science and Analytics (2024): 1-13.
Bonthu, Sridevi, S. Rama Sree, and MHM Krishna Prasad. "Statistical Comparative Analysis of Semantic Similarities and Model Transferability Across Datasets for Short Answer Grading" International Journal of Intelligent Systems and Applications in Engineering (2024)
Dayal, Abhinav, Sridevi Bonthu, Praseeda Saripalle, and Ruthvika Mohan. "Deep learning for multi-horizon water levelforecasting in KRS reservoir, India." Results in Engineering 21 (2024): 101828.
Raut, Ashwin, T. Vamsi Nagaraju, Mohammed Rihan Maaze, Supriya Janga, Upaka Rathnayake, and Sridevi Bonthu. "Experimental and Machine Learning-Based Investigation of Cyclic Thermal Resilience of Geopolymer Concrete with Slag and Glass Powders." Iranian Journal of Science and Technology, Transactions of Civil Engineering (2024): 1-21.
Janga, Supriya, Ashwin Raut, Alireza Bahrami, T. Vamsi Nagaraju, and Sridevi Bonthu. "Temperature-dependent compressive strength modeling of geopolymer blocks utilizing glass powder and steel slag." Results in Materials 24 (2024): 100636.
Revathi, Bh, R. Gobinath, G. Sri Bala, T. Vamsi Nagaraju, and Sridevi Bonthu. "Harnessing explainable Artificial Intelligence (XAI) for enhanced geopolymer concrete mix optimization." Results in Engineering 24 (2024): 103036.
Nagaraju, T. Vamsi, G. Sri Bala, Sridevi Bonthu, and Sireesha Mantena. "Modelling biochemical oxygen demand in a large inland aquaculture zone of India: Implications and insights." Science of The Total Environment 906 (2024): 167386.
Bonthu, Sridevi, S. Rama Sree, and MHM Krishna Prasad. "Improving the performance of automatic short answer grading using transfer learning and augmentation." Engineering Applications of Artificial Intelligence 123 (2023): 106292.
Nagaraju, T. Vamsi, Sireesha Mantena, R. Gobinath, Sridevi Bonthu, and Shaik Subhan Alisha. "Geopolymer-stabilized soils: influencing factors, strength development mechanism and sustainability." Journal of Taibah University for Science 17, no. 1 (2023): 2248651.
Bonthu, Sridevi, and Abhinav Dayal. "Maximizing Student Engagement by integrating social media in assignments of an online course." Journal of Engineering Education Transformations 35, no. 1 (2022): 334-337.
Bonthu, Sridevi, and K. Hima Bindu. "Review of leading data analytics tools." International Journal of Engineering & Technology 7, no. 3.31 (2017): 10-15.