Learning Where the Physics Is: Probabilistic Adaptive Sampling for Stiff PDEs.

Akshay Govind Srinivasan

Akshay Govind Srinivasan Balaji Srinivasan Learning Where the Physics Is: Probabilistic Adaptive Sampling for Stiff PDEs. 2026 March abs/2603.06287 CoRR https://doi.org/10.48550/arXiv.2603.06287 db/journals/corr/corr2603.html#abs-2603-06287 streams/journals/corr

Akshay Govind Srinivasan Vikas Dwivedi Balaji Srinivasan Towards Sustainable Scientific Machine Learning: Fast and interpretable PDE Solvers via RBF-PIELM. 376-386 2025 CODS https://doi.org/10.1145/3799830.3799865 conf/cods/2025 db/conf/cods/cods2025.html#SrinivasanDS25

Akshay Govind Srinivasan Ryan Jacob George Jayden Koshy Joe Hrushikesh Kant Harshith M. R Sachin Sundar Sudharshan Suresh Rahul Vimalkanth Vijayavallabh Enhancing Financial RAG with Agentic AI and Multi-HyDE: A Novel Approach to Knowledge Retrieval and Hallucination Reduction. 2025 September abs/2509.16369 CoRR https://doi.org/10.48550/arXiv.2509.16369 db/journals/corr/corr2509.html#abs-2509-16369 streams/journals/corr

Akshay Govind Srinivasan Anuj Jagannath Said Sathwik Pentela Vikas Dwivedi Balaji Srinivasan Towards Fast Option Pricing PDE Solvers Powered by PIELM. 2025 October abs/2510.04322 CoRR https://doi.org/10.48550/arXiv.2510.04322 db/journals/corr/corr2510.html#abs-2510-04322 streams/journals/corr

Akshay Govind Srinivasan Vikas Dwivedi Balaji Srinivasan Deep vs. Shallow: Benchmarking Physics-Informed Neural Architectures on the Biharmonic Equation. 2025 October abs/2510.04490 CoRR https://doi.org/10.48550/arXiv.2510.04490 db/journals/corr/corr2510.html#abs-2510-04490 streams/journals/corr

Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RE-GAINS & EnCHANT: Intelligent Tool Manipulation Systems For Enhanced Query Responses. 2024 abs/2401.15724 CoRR https://doi.org/10.48550/arXiv.2401.15724 db/journals/corr/corr2401.html#abs-2401-15724

Vikas Dwivedi Ryan George Ryan Jacob George Sahil Girhepuje Purvam Jain Jayden Koshy Joe Hrushikesh Kant Mahendra Kurup Sudip Mondal Sathwik Pentela Harshith M. R Anuj Jagannath Said Siva Sankar Sajeev Arya Sikder Ashmit Sinha Balaji Srinivasan Sachin Sundar Sudharshan Suresh Adithya Rama Varma Vijayavallabh Rahul Vimalkanth