Deepak N. Subramani

25 papers A 2C 1Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EvalYaks: Instruction tuning datasets and LoRA fine-tuned models for automated scoring of CEFR B2 speaking assessment transcripts. Comput. Educ. Artif. Intell. Nicy Scaria, Silvester John Joseph Kennedy, Thomas Latinovich, Deepak N. Subramani
2026	J	`jnl`	Online Learning of Strategic Defense against Ecological Adversaries under Partial Observability with Semi-Bandit Feedback. CoRR Purathekandy Anjali, Deepak N. Subramani
2026	J	`jnl`	Physics-Guided Encoder-Decoder Transformers for Path Planning of Autonomous Marine Vehicles: Development and Idealized Applications. Mach. Learn. Rohit Chowdhury, Deepak N. Subramani
2025	J	`jnl`	Data Driven Deep Learning for Correcting Global Climate Model Projections of SST and DSL in the Bay of Bengal. CoRR Abhishek Pasula, Deepak N. Subramani
2025	J	`jnl`	Dissecting Physics Reasoning in Small Language Models: A Multi-Dimensional Analysis from an Educational Perspective. CoRR Nicy Scaria, Silvester John Joseph Kennedy, Diksha Seth, Deepak N. Subramani
2025	J	`jnl`	Global Climate Model Bias Correction Using Deep Learning. CoRR Abhishek Pasula, Deepak N. Subramani
2025	A	`conf`	Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors. ECAI Nicy Scaria, Silvester John Joseph Kennedy, Diksha Seth, Ananya Thakur, Deepak N. Subramani
2025	J	`jnl`	Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors. CoRR Nicy Scaria, Silvester John Joseph Kennedy, Diksha Seth, Ananya Thakur, Deepak N. Subramani
2025	J	`jnl`	PINTO: Physics-informed transformer neural operator for learning generalized solutions of partial differential equations for any initial and boundary condition. Comput. Phys. Commun. Sumanth Kumar Boya, Deepak N. Subramani
2025	J	`jnl`	Sensitivity of Small Language Models to Fine-tuning Data Contamination. CoRR Nicy Scaria, Silvester John Joseph Kennedy, Deepak N. Subramani
2024	—	`conf`	A Dynamic Data Driven Agent Based Model for Characterizing the Space Utilization of Asian Elephants in Response to Water Availability. DDDAS/Infosymbiotics Purathekandy Anjali, Deepak N. Subramani
2024	J	`jnl`	An Agent-Based Model of Elephant Crop Raid Dynamics in the Periyar-Agasthyamalai Complex, India. CoRR Purathekandy Anjali, Meera Anna Oommen, Martin Wikelski, Deepak N. Subramani
2024	—	`conf`	Automated Educational Question Generation at Different Bloom's Skill Levels Using Large Language Models: Strategies and Evaluation. AIED (2) Nicy Scaria, Suma Dharani Chenna, Deepak N. Subramani
2024	J	`jnl`	Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and Evaluation. CoRR Nicy Scaria, Suma Dharani Chenna, Deepak N. Subramani
2024	J	`jnl`	Can Small Language Models Learn, Unlearn, and Retain Noise Patterns? CoRR Nicy Scaria, Silvester John Joseph Kennedy, Deepak N. Subramani
2024	J	`jnl`	EvalYaks: Instruction Tuning Datasets and LoRA Fine-tuned Models for Automated Scoring of CEFR B2 Speaking Assessment Transcripts. CoRR Nicy Scaria, Silvester John Joseph Kennedy, Thomas Latinovich, Deepak N. Subramani
2024	—	`conf`	How Good are Modern LLMs in Generating Relevant and High-Quality Questions at Different Bloom's Skill Levels for Indian High School Social Science Curriculum? BEA Nicy Scaria, Suma Dharani Chenna, Deepak N. Subramani
2023	A	`conf`	Intelligent Onboard Routing in Stochastic Dynamic Environments using Transformers. AAMAS Rohit Chowdhury, Raswanth Murugan, Deepak N. Subramani
2022	J	`jnl`	W-Net: A Deep Network for Simultaneous Identification of Gulf Stream and Rings From Concurrent Satellite Images of Sea Surface Temperature and Height. IEEE Trans. Geosci. Remote. Sens. Devyani Lambhate, Raghav Sharma, Jenifer Clark, Avijit Gangopadhyay, Deepak N. Subramani
2021	J	`jnl`	Inter and Intra-Annual Spatio-Temporal Variability of Habitat Suitability for Asian Elephants in India: A Random Forest Model-based Analysis. CoRR Purathekandy Anjali, Deepak N. Subramani
2021	J	`jnl`	Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm. CoRR Rohit Chowdhury, Deepak N. Subramani
2020	J	`jnl`	Graph-Search and Differential Equations for Time-Optimal Vessel Route Planning in Dynamic Ocean Waves. IEEE Trans. Intell. Transp. Syst. Gianandrea Mannarini, Deepak N. Subramani, Pierre F. J. Lermusiaux, Nadia Pinardi
2020	—	`conf`	Physics-Driven Machine Learning for Time-Optimal Path Planning in Stochastic Dynamic Flows. DDDAS Rohit Chowdhury, Deepak N. Subramani
2017	C	`conf`	Pursuit-evasion games in dynamic flow fields via reachability set analysis. ACC Wei Sun, Panagiotis Tsiotras, Tapovan Lolla, Deepak N. Subramani, Pierre F. J. Lermusiaux
2014	—	`conf`	A Stochastic Optimization Method for Energy-Based Path Planning. DyDESS Deepak N. Subramani, Tapovan Lolla, Patrick J. Haley Jr., Pierre F. J. Lermusiaux