Loading...
Papers
Our Publications
70 papers across AI, ML, Scientific Computing, and more.
2026
Latest
New
ICLR 2026 Workshop on AI and Partial Differential Equations
When Does Physics Help? A Systematic Study of Physics-Guided Learning for Robotic Contact Dynamics
CHINMAYEE PRABHAKAR, Prathamesh Dinesh Joshi, Raj Dandekar, Rajat Dandekar, Sreedath Panat
New
Proceedings of the Seventh Workshop on Teaching Natural Language Processing (TeachNLP 2026)
Beyond Passive Viewing: A Pilot Study of a Hybrid Learning Platform Augmenting Video Lectures with Conversational AI
Mohammed Abraar, Raj Dandekar, Rajat Dandekar, Sreedath Panat
New
Second Workshop on Language Models for Underserved Communities (LM4UC)
Multilingual Evaluation of Human vs. AI Text Classification with Zero-Shot Analysis of Contemporary LLM Architectures
Pranamya Nilesh Deshpande, Raj Dandekar, Rajat Dandekar, Sreedath Panat
New
ICLR 2026 Workshop Advances in Financial AI
BIASMIX-FINANCE: POST-GENERATION KYC GUARDRAILS FOR LLM PORTFOLIO ADVICE
Gaurav Kukreja , Mohammed Abraar, Raj Dandekar, Rajat Dandekar, Sreedath Panat, Parul Kukreja
2025
Second Workshop on XAI4Science: From Understanding Model Behavior to Discovering New Scientific Knowledge
CLIMASIM—Climate Simulation with Scientific Machine Learning
Tirtha Tilak Pani, Prathamesh Dinesh Joshi, Raj Dandekar, Sreedath Panat, Rajat Dandekar
arXiv
Latent Multi-Head Attention for Small Language Models
Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
Small
Enhanced Electrostatic Dust Removal from Solar Panels Using Transparent Conductive Nano‐Textured Surfaces
Fabian J Dickhardt, Sreedath Panat, Kripa K Varanasi
arXiv
Compositions, articles, devices, and methods related to droplets comprising a cloaking fluid
Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai, Guruprasad Pathak, Anish Joshi, Aryan Sagavekar, Anish Joshirao, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
NanoVLMs: How small can we go and still make coherent Vision Language Models?
Mukund Agarwalla, Himanshu Kumar, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
EARS-UDE: Evaluating Auditory Response in Sensory Overload with Universal Differential Equations
Miheer Salunke, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
First Workshop on CogInterp: Interpreting Cognition in Deep Learning Models
GBEval: A SHAP-based Interpretable Gender Bias Assessment Framework for LLMs
Jayan Adhikari, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv, JuliaCon 2025
Physical Informed Neural Networks for modeling ocean pollutant
Karishma Battina, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
Proceedings of Machine Learning Research
Metatuning: An Empirical Study of Judge-Guided Prompt Refinement and Its Boundary Conditions
Aniruddha Chattopadhyay, Raj Dandekar, Kaushik Roy
Research Square
A Comparative Study of Neural ODE and Universal ODE Approaches to Solving the SIQRDV Epidemiological Model
Banashree Ghosh, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
Soft Matter
Enhancing spray retention using cloaked droplets to reduce pesticide pollution
Vishnu Jayaprakash, Simon Rufer, Sreedath Panat, Kripa K Varanasi
arXiv
Regional Tiny Stories: Using Small Models to Compare Language Learning and Tokenizer Performance
Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai, Guruprasad Pathak, Anish Joshi, Aryan Sagavekar, Anish Joshirao, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
Physics-Informed Neural ODEs with Scale-Aware Residuals for Learning Stiff Biophysical Dynamics
Kamalpreet Singh Kainth, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedat Panat
arXiv
Model-Grounded Symbolic Artificial Intelligence Systems Learning and Reasoning with Model-Grounded Symbolic Artificial Intelligence Systems
Aniruddha Chattopadhyay, Raj Dandekar, Kaushik Roy
arXiv
Three methods, one problem: Classical and AI approaches to no-three-in-line
Pranav Ramanathan, Thomas Prellberg, Matthew Lewis, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
Second Workshop on XAI4Science: From Understanding Model Behavior to Discovering New Scientific Knowledge
Forecasting N-Body Dynamics: A Comparative Study of Neural Ordinary Differential Equations and Universal Differential Equations
RS Suriya, Prathamesh Dinesh Joshi, Rajat Dandekar, Raj Dandekar, Sreedath Panat
NeurIPS 2025 ML4PS Workshop
PI-NAV: Physics-Informed Universal Differential Equations for Enhanced Nanorobot Navigation through Complex Bio-environments
NS Tarushri, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
NeurIPS 2025 AI for Science Workshop
Physics-Informed Learning Near Critical Transitions: A Comparative Study of UDEs and Neural ODEs
Urvi Mahendra Bora, Prathamesh Dinesh Joshi, Raj Dandekar, Rajat Dandekar, Sreedath Panat
Journal of Fluid Mechanics
Splash on a liquid pool: coupled cavity–sheet unsteady dynamics
R Dandekar, N Shen, B Naar, L Bourouiba
19th International Conference on Neurosymbolic Learning and Reasoning
Learning and Reasoning with Model-Grounded Symbolic Artificial Intelligence Systems
Aniruddha Chattopadhyay, Raj Dandekar, Kaushik Roy
arXiv
Vision-Language Models display a strong gender bias
Aiswarya Konavoor, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2025 IEEE International Conference on eScience (eScience)
A Novel Scientific Machine Learning Method for Epidemiological Modelling
Tirtha Tilak Pani, Raj Abhijit Dandekar, Prathamesh Dinesh Joshi, Rajat Dandekar, Sreedath Panat
arXiv
Simulating Misinformation Propagation in Social Networks using Large Language Models
Raj Gaurav Maurya, Vaibhav Shukla, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling
From Bias to Balance How Multilingual Dataset Composition Affects Tokenizer Performance Across Languages
Aishwarya Selvamurugan, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
BULL-ODE: Bullwhip Learning with Neural ODEs and Universal Differential Equations under Stochastic Demand
Nachiket N Naik, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
Decoders Laugh as Loud as Encoders
Eli Borodach, Raj Dandekar, Rajat Dandekar, Sreedath Panat
NeurIPS 2025 AI for Science Workshop
Scientific Machine Learning for Symbolic Recovery of Relativistic Effects in Black Hole Orbits
Pothuraju Naveen Yadav, Prathamesh Dinesh Joshi, Raj Dandekar, Rajat Dandekar, Sreedath Panat, Dinesh Kumar Vishwakarma
arXiv
Muon: Training and Trade-offs with Latent Attention and MoE
Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
Proceedings of the First BabyLM Workshop
Unifying mixture of experts and multi-head latent attention for efficient language models
Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv, EGU'26
A study of Universal ODE approaches to predicting soil organic carbon
Satyanarayana Raju G V V, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
JuliaCon 2025, arXiv
Adaptive tumor growth forecasting via neural & universal ODEs
Kavya Subramanian, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
Understanding Malware Propagation Dynamics through Scientific Machine Learning
Karthik Pappu, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
2024
arXiv
Scientific machine learning in ecological systems: A study on the predator-prey dynamics
Ranabir Devgupta, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
Modeling chaotic Lorenz ODE System using Scientific Machine Learning
Sameera S Kashyap, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
A Scientific Machine Learning Approach for Predicting and Forecasting Battery Degradation in Electric Vehicles
Sharv Murgai, Hrishikesh Bhagwat, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
HULLMI: Human vs LLM identification with explainability
Prathamesh Dinesh Joshi, Sahil Pocker, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
Neurips 2024 Workshop FM4Science Poster
A COMPARATIVE STUDY OF NEURAL ODE AND UNIVERSAL ODE MODELS IN SOLVING CHANDRASEKHAR’S WHITE DWARF EQUATION.
Raymundo Vazquez Martinez, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
axXiv
Evaluating cultural awareness of llms for yoruba, malayalam, and english
Fiifi Dawson, Zainab Mosunmola, Sahil Pocker, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
CBEval: A framework for evaluating and interpreting cognitive biases in LLMs
Ammar Shaikh, Raj Abhijit Dandekar, Sreedath Panat, Rajat Dandekar
Physics of Fluids
Coarse-grained simulations of concentration-dependent molecular self-assembly of Polysorbate 80 in water
Prasheel Nakate, Rajat Dandekar, Arezoo M Ardekani
Frontiers in Systems Biology
Uncertainty quantified discovery of chemical reaction systems via Bayesian scientific machine learning
Emily Nieves, Raj Dandekar, Chris Rackauckas
arXiv
A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation
Raymundo Vazquez Martinez, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
APS Division of Fluid Dynamics Meeting Abstracts
Splash on a liquid pool: coupled cavity-sheet unsteady dynamics
Naijian Shen, R Dandekar, B Naar, L Bourouiba
2022
Purdue University
SAND2022
Model-form epistemic uncertainty quantification for modeling with differential equations: Application to epidemiology
Erin Acquesta, Teresa Portone, Raj Dandekar, Chris Rackauckas, Rileigh Bandy, Gabriel Huerta
SAND2022
Data-Driven Model-Form Uncertainty with Bayesian Statistics and Neural Differential Equations.
Erin Acquesta, Teresa Portone, Rileigh Bandy, Raj Dandekar, Chris Rackauckas
Science advances
Electrostatic dust removal using adsorbed moisture–assisted charge induction for sustainable operation of solar panels
Sreedath Panat, Kripa K Varanasi
Science Advances
Dynamics of an impacting emulsion droplet
Maher Damak, Jolet de Ruiter, Sreedath Panat, Kripa K Varanasi
2021
Molecular pharmaceutics
Physics of Fluids
Safe Blues
Raj Dandekar, Shane G Henderson, Hermanus M Jansen, Joshua McDonald, Sarat Moka, Yoni Nazarathy, Christopher Rackauckas, Peter G Taylor, Aapeli Vuorinen
SAND2021
Learning Missing Mechanisms in a Dynamical System from a Subset of State Variable Observations.
Teresa Portone, Erin Acquesta, Raj Dandekar, Chris Rackauckas
Patterns
Safe Blues: The case for virtual safe virus spread in the long-term fight against epidemics
Raj Dandekar, Shane G Henderson, Hermanus M Jansen, Joshua McDonald, Sarat Moka, Yoni Nazarathy, Christopher Rackauckas, Peter G Taylor, Aapeli Vuorinen
Langmuir
Monoclonal antibody aggregation near silicone oil–water interfaces
Rajat Dandekar, Arezoo M Ardekani
Supplementary Information: Implications of delayed reopening in controlling the COVID-19 surge in Southern and West-Central USA
Raj Dandekar, Emma Wang, George Barbastathis, Chris Rackauckas
Research Article Implications of Delayed Reopening in Controlling the COVID-19 Surge in Southern and West-Central USA
Raj Dandekar, Emma Wang, George Barbastathis, Chris Rackauckas
Health Data Science
Implications of Delayed Reopening in Controlling the COVID-19 Surge in Southern and West-Central USA
Raj Dandekar, Emma Wang, George Barbastathis, Chris Rackauckas
Research Article Implications of Delayed Reopening in Controlling the COVID-19 Surge in Southern and West-Central USA
Raj Dandekar, Emma Wang, George Barbastathis, Chris Rackauckas
2020
arXiv
Bayesian neural ordinary differential equations
Raj Dandekar, Karen Chung, Vaibhav Dixit, Mohamed Tarek, Aslan Garcia-Valadez, Krishna Vishal Vemula, Chris Rackauckas
medRxiv
Quantifying the effect of quarantine control in Covid-19 infectious spread using machine learning
Raj Dandekar, George Barbastathis
Journal of Fluid Mechanics
Swimming sheet in a viscosity-stratified fluid
Rajat Dandekar, Arezoo M Ardekani
Journal of Fluid Mechanics
Effect of interfacial viscosities on droplet migration at low surfactant concentrations
Rajat Dandekar, Arezoo M Ardekani
Patterns
A machine learning aided global diagnostic and comparative tool to assess effect of quarantine control in Covid-19 spread
Raj Dandekar, Chris Rackauckas, George Barbastathis
medRxiv
Safe blues: A method for estimation and control in the fight against COVID-19
Raj Dandekar, Shane G Henderson, Marijn Jansen, Sarat Moka, Yoni Nazarathy, Christopher Rackauckas, Peter G Taylor, Aapeli Vuorinen
arXiv
Journal of Fluid Mechanics
Motion of an arbitrarily shaped particle in a density stratified fluid
Rajat Dandekar, Vaseem A Shaik, Arezoo M Ardekani