Publications

* denotes equal contribution. Also on Google Scholar.

2026

Spatial control of compressible active fluids Yu-Chuan Cheng, Dimitrios Krommydas, Seungwoo Shin, Paarth Gulati, Michael F. Hagan, Aparna Baskaran, M. Cristina Marchetti, and Zvonimir Dogic arXiv:2610.30092 arXiv
Controlling turbulent flows in compressible active liquid crystals Dimitrios Krommydas, Paarth Gulati, Aparna Baskaran, and M. Cristina Marchetti arXiv:2607.24927 arXiv
Contrast encodes inductive bias: separating slow noise from dynamics in predictive representation learning Paarth Gulati and Ilya Nemenman arXiv:2606.07770 arXiv
Information bottleneck for learning the phase space of dynamics from high-dimensional experimental data K. Michael Martini*, Eslam Abdelaleem*, Paarth Gulati*, and Ilya Nemenman arXiv:2604.24662 arXiv
Bicontinuity in active phase separation Paarth Gulati*, Liang Zhao*, Michio Tateno, Omar Saleh, Zvonimir Dogic, and M. Cristina Marchetti arXiv:2601.03221 arXiv
Mutual information and task-relevant latent dimensionality Paarth Gulati*, Eslam Abdelaleem*, Audrey Sederberg, and Ilya Nemenman Proceedings of Machine Learning Research 326, 262–293 (2026) [GRaM Workshop at ICLR 2026] arXiv Published

Active fluids form system-spanning filamentary networks Paarth Gulati, Fernando Caballero, and M. Cristina Marchetti Physical Review Letters 134, 138301 (2025) arXiv Published

Asymmetric fluctuations and self-folding of active interfaces Liang Zhao*, Paarth Gulati*, Fernando Caballero, Itamar Kolvin, Raymond Adkins, M. C. Marchetti, and Zvonimir Dogic Proceedings of the National Academy of Sciences 121(51) (2024) arXiv Published
Traveling waves at the surface of active liquid crystals Paarth Gulati, Fernando Caballero, Itamar Kolvin, Zhihong You, and M. Cristina Marchetti Soft Matter 20, 7703–7714 (2024) arXiv Published

Boundaries control active channel flows Paarth Gulati, Suraj Shankar, and M. Cristina Marchetti Frontiers in Physics 10, Sec. Soft Matter Physics (2022) arXiv Published