Fingerprint
Dive into the research topics where Nikhil Muralidhar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches for Automatic Modulation Classification
Faysal, A., Rostami, M., Boushine, T., Roshan, R. G., Muralidhar, N., Yao, Y. D. & Wang, H., 2026, In: IEEE Transactions on Communications. 74, p. 929-943 15 p.Research output: Contribution to journal › Article › peer-review
-
Science-guided transfer learning for molecular dynamics of confined fluids in shale nanopores
Muralidhar, N., Mehana, M., Ramakrishnan, N., Karpatne, A. & Lubbers, N., Apr 2026, In: Fluid Phase Equilibria. 603, 114646.Research output: Contribution to journal › Article › peer-review
-
DenoMAE: A Multimodal Autoencoder for Denoising Modulation Signals
Faysal, A., Boushine, T., Rostami, M., Roshan, R. G., Wang, H., Muralidhar, N., Sahoo, A. & Yao, Y. D., 2025, In: IEEE Communications Letters. 29, 7, p. 1659-1663 5 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Learning and interpreting drag force models for dense particle suspensions using graph neural networks
Raj, N. A., Tafti, D., Cao, Z. & Muralidhar, N., Oct 2025, In: Powder Technology. 464, 121278.Research output: Contribution to journal › Article › peer-review
-
MODEL-AGNOSTIC KNOWLEDGE GUIDED CORRECTION FOR IMPROVED NEURAL SURROGATE ROLLOUT
Srikishan, B., O'Malley, D., Mehana, M., Lubbers, N. & Muralidhar, N., 2025, 13th International Conference on Learning Representations, ICLR 2025. p. 5741-5759 19 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review