Nishant Panda - RankMe

19 papers A* 1A 1B 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Local Stochastic Sensitivity Analysis For Dynamical Systems. AISTATS Nishant Panda, Jehanzeb H. Chaudhry, Natalie Klein, James Carzon, Troy D. Butler
2024	A*	`conf`	Liouville Flow Importance Sampler. ICML Yifeng Tian, Nishant Panda, Yen Ting Lin
2024	J	`jnl`	Liouville Flow Importance Sampler. CoRR Yifeng Tian, Nishant Panda, Yen Ting Lin
2024	J	`jnl`	On the Existence of Steady-State Solutions to the Equations Governing Fluid Flow in Networks. IEEE Control. Syst. Lett. Shriram Srinivasan, Nishant Panda, Kaarthik Sundar
2023	B	`conf`	BB-ML: Basic Block Performance Prediction using Machine Learning Techniques. ICPADS Hamdy Abdelkhalik, Shamminuj Aktar, Yehia Arafa, Atanu Barai, Gopinath Chennupati, Nandakishore Santhi, Nishant Panda, Nirmal Prajapati, Nazmul Haque Turja, Stephan J. Eidenbenz, Abdel-Hameed A. Badawy
2023	J	`jnl`	On the Existence of Steady-State Solutions to the Equations Governing Fluid Flow in Networks. CoRR Shriram Srinivasan, Nishant Panda, Kaarthik Sundar
2023	J	`jnl`	Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation. CoRR Nishant Panda, Natalie Klein, Dominic Yang, Patrick Gasda, Diane Oyen
2022	J	`jnl`	BB-ML: Basic Block Performance Prediction using Machine Learning Techniques. CoRR Shamminuj Aktar, Hamdy Abdelkhalik, Nazmul Haque Turja, Yehia Arafa, Atanu Barai, Nishant Panda, Gopinath Chennupati, Nandakishore Santhi, Stephan J. Eidenbenz, Abdel-Hameed A. Badawy
2022	J	`jnl`	Generative structured normalizing flow Gaussian processes applied to spectroscopic data. CoRR Natalie Klein, Nishant Panda, Patrick Gasda, Diane Oyen
2021	—	`conf`	Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks. IEEE BigData Divya Banesh, Nishant Panda, Ayan Biswas, Luke Van Roekel, Diane Oyen, Nathan M. Urban, Michael Grosskopf, Jonathan David Wolfe, Earl Lawrence
2021	J	`jnl`	Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra. CoRR Katiana Kontolati, Natalie Klein, Nishant Panda, Diane Oyen
2020	J	`jnl`	A Probabilistic Clustering Approach for Identifying Primary Subnetworks of Discrete Fracture Networks with Quantified Uncertainty. SIAM/ASA J. Uncertain. Quantification Dave Osthus, Jeffrey D. Hyman, Satish Karra, Nishant Panda, Gowri Srinivasan
2020	J	`jnl`	Mesoscale informed parameter estimation through machine learning: A case-study in fracture modeling. J. Comput. Phys. Nishant Panda, Dave Osthus, Gowri Srinivasan, Daniel O'Malley, Viet T. Chau, Diane Oyen, Humberto Godinez
2020	—	`conf`	Physics-Informed Spatiotemporal Deep Learning for Emulating Coupled Dynamical Systems. AAAI Spring Symposium: MLPS Anishi Mehta, Cory Braker Scott, Diane Oyen, Nishant Panda, Gowri Srinivasan
2020	J	`jnl`	StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials. CoRR Yinan Wang, Diane Oyen, Weihong Guo, Anishi Mehta, Cory Braker Scott, Nishant Panda, M. Giselle Fernández-Godino, Gowri Srinivasan, Xiaowei Yue
2019	J	`jnl`	What is the gradient of a scalar function of a symmetric matrix ? CoRR Shriram Srinivasan, Nishant Panda
2018	J	`jnl`	Estimating Failure in Brittle Materials using Graph Theory. CoRR Maruti Kumar Mudunuru, Nishant Panda, Satish Karra, Gowri Srinivasan, Viet T. Chau, Esteban Rougier, A. Hunter, Hari S. Viswanathan
2016	J	`jnl`	A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg-de Vries Equation. J. Sci. Comput. Ali Samii, Nishant Panda, Craig Michoski, Clint Dawson
2014	J	`jnl`	Discontinuous Galerkin methods for solving Boussinesq-Green-Naghdi equations in resolving non-linear and dispersive surface water waves. J. Comput. Phys. Nishant Panda, Clint Dawson, Yao Zhang, Andrew B. Kennedy, Joannes J. Westerink, Aaron S. Donahue