| Jul 01, 2026 | First-author paper on subspace optimization for physics-informed learning submitted to IEEE Transactions on Neural Networks and Learning Systems. |
| May 15, 2026 | New preprint posted: “Local Inverse Geometry Can Be Amortized.” arXiv:2605.13068. |
| Dec 01, 2025 | Presented “Deceptron: Learned Local Inverses for Fast and Stable Physics Inversion” at the NeurIPS Machine Learning for Physical Sciences Workshop in San Diego on 6th December, 2025. |
| Nov 07, 2025 | Met with the Vice Chancellor of VNSGU Surat, Dr. Kishorsinh N. Chavda, who conveyed wishes for my research work and NeurIPS ML4PS presentation. |