Pavan Patel, Saroj R. Yadav." Enhancement in the Solution of Differential Equations via Physics-Informed Derivative Networks: A Comparative Study on Convergence and Accuracy ", presented at UKACM-2026, University of Liverpool, United Kingdom. April 8-10,2026.
Pavan Patel, Saroj R. Yadav. “Data-Driven Recovery of Longitudinal Dispersion Parameters via Inverse Physics-Informed Neural Networks,” presented at LACAM-2025, Indian Institute of Science Education and Research (IISER) Thiruvananthapuram, Kerala, December 8–11, 2025.
Pavan Patel, Saroj R. Yadav. “Physics-Informed Neural Networks Simulation for Fingering Phenomenon in Two-Phase Flow through Homogeneous Porous Media,” presented at ICAFD-2024, Kalasalingam Academy of Research and Education, Tamil Nadu, December 5–7, 2024.
Pavan Patel, Saroj R. Yadav. “Physics-Informed Neural Networks Simulation for Various Types of the Fisher Equations,” presented at Meeting on Analysis, Dimensions, and PDEs – 2024, IIIT Allahabad, July 27, 2024.
Pavan Patel, Saroj R. Yadav. “Physics-Informed Neural Networks: A Deep Learning Approach for Solving Porous Medium and Korteweg–de Vries Equations,” presented at CoDS-2024, IIT Roorkee, March 8–10, 2024.
Pavan Patel, Saroj R. Yadav, Mohamed F. El-Amin. “Prediction by Machine Learning in Nanoparticles-Based Enhanced Oil Recovery,” presented at ICCMSE 2023, PDEU, Gandhinagar, Gujarat, India, December 15–17, 2023.
Pavan Patel, Saroj R. Yadav. “Artificial Intelligence in Enhanced Oil Recovery (EOR) Processing: A Review,” presented at MMSPS-2023, SVNIT, Surat, India, June 23–24, 2023.
Attended One Week Workshop on “Mathematical Methods and its Applications for Engineers and Scientists,” organized by the Department of Mathematics, Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, December 22–26, 2025.
Attended the International SPARC Workshop on “Computational and AI-driven Multiphysics Simulations in Porous Media (CAIMS-Poro-2025),” organized by the Department of Applied Mathematics, Defence Institute of Advanced Technology (DIAT), in collaboration with the University of California, Riverside (USA), the University of Michigan, Flint (USA), and the Indian Institute of Technology Kanpur, June 16–25, 2025.
Participated in the National Workshop cum Faculty Development Programme (FDP) on “Deep Learning in Scientific Computing,” jointly organized by the Centre for Mathematical and Financial Computing (CMFC) and the Centre for Machine Learning and Big Data Analytics (CMLBDA), LNMIIT Jaipur, March 24–28, 2025.
Attended 6-Day Workshop on “Scientific Computing, Modelling and Deep Learning (WSCMDL),” SRM Institute of Science and Technology, Tamil Nadu, January 2–6, 2024.
Attended 5-Day International Workshop on “Recent Advances in Differential Equations and Applications (IWRADEA),” VIT, Andhra Pradesh, October 23–31, 2023.
Participated in STTP on “Scientific Computing using Python,” held at VNSGU, Surat, June 12–16, 2023.
Participated in STTP on “Python Programming for Students, Engineers and Researchers,” held at SVNIT Surat, December 26–30, 2022.
Attended MathWorks Webinar on “Multi-domain Modelling with SimScape using MATLAB” on October 11, 2022.