Sreedath Panat

27 papers C 1Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Colorism in Multimodal AI: An Empirical Exploration of Socioeconomic Linguistic Bias in Text-to-Image Generation. EACL (Student Research Workshop) Raj Gaurav Maurya, Vaibhav Shukla, Sreedath Panat
2025	—	`conf`	A Novel Scientific Machine Learning Method for Epidemiological Modelling. eScience Tirtha Tilak Pani, Raj Abhijit Dandekar, Prathamesh Dinesh Joshi, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	A study of Universal ODE approaches to predicting soil organic carbon. CoRR Satyanarayana Raju G. V. V, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Adaptive tumor growth forecasting via neural & universal ODEs. CoRR Kavya Subramanian, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	BULL-ODE: Bullwhip Learning with Neural ODEs and Universal Differential Equations under Stochastic Demand. CoRR Nachiket N. Naik, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Decoders Laugh as Loud as Encoders. CoRR Eli Borodach, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	EARS-UDE: Evaluating Auditory Response in Sensory Overload with Universal Differential Equations. CoRR Miheer Salunke, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Forecasting N-Body Dynamics: A Comparative Study of Neural Ordinary Differential Equations and Universal Differential Equations. CoRR Suriya R. S, Prathamesh Dinesh Joshi, Rajat Dandekar, Raj Dandekar, Sreedath Panat
2025	J	`jnl`	Latent Multi-Head Attention for Small Language Models. CoRR Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Muon: Training and Trade-offs with Latent Attention and MoE. CoRR Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	NanoVLMs: How small can we go and still make coherent Vision Language Models? CoRR Mukund Agarwalla, Himanshu Kumar, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Physical Informed Neural Networks for modeling ocean pollutant. CoRR Karishma Battina, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Regional Tiny Stories: Using Small Models to Compare Language Learning and Tokenizer Performance. CoRR Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai, Guruprasad Pathak, Anish Joshi, Aryan Sagavekar, Anish Joshirao, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	—	`conf`	Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets. IJCNLP-AACL (Findings) Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai, Guruprasad Pathak, Anish Joshi, Anish Joshirao, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Simulating Misinformation Propagation in Social Networks using Large Language Models. CoRR Raj Gaurav Maurya, Vaibhav Shukla, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Three methods, one problem: Classical and AI approaches to no-three-in-line. CoRR Pranav Ramanathan, Thomas Prellberg, Matthew Lewis, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Understanding Malware Propagation Dynamics through Scientific Machine Learning. CoRR Karthik Pappu, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models. CoRR Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Vision-Language Models display a strong gender bias. CoRR Aiswarya Konavoor, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024	J	`jnl`	A Scientific Machine Learning Approach for Predicting and Forecasting Battery Degradation in Electric Vehicles. CoRR Sharv Murgai, Hrishikesh Bhagwat, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024	J	`jnl`	A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation. CoRR Raymundo Vazquez Martinez, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024	J	`jnl`	CBEval: A framework for evaluating and interpreting cognitive biases in LLMs. CoRR Ammar Shaikh, Raj Abhijit Dandekar, Sreedath Panat, Rajat Dandekar
2024	J	`jnl`	Evaluating Cultural Awareness of LLMs for Yoruba, Malayalam, and English. CoRR Fiifi Dawson, Zainab Mosunmola, Sahil Pocker, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024	J	`jnl`	HULLMI: Human vs LLM identification with explainability. CoRR Prathamesh Dinesh Joshi, Sahil Pocker, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024	J	`jnl`	Modeling chaotic Lorenz ODE System using Scientific Machine Learning. CoRR Sameera S. Kashyap, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024	J	`jnl`	Scientific machine learning in ecological systems: A study on the predator-prey dynamics. CoRR Ranabir Devgupta, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2016	C	`conf`	Classification of rice grain varieties arranged in scattered and heap fashion using image processing. ICMV Sudhanva Bhat, Sreedath Panat, Arunachalam N