Up-to-date publication list and citations can be found here: arXiv and SAO/NASA Astrophysics Data System (ADS)
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Published in Proceedings of the US Community Study on the Future of Particle Physics (Snowmass 2021, Submitted), 2022
Recommended citation: Thomas Y. Chen, Biprateep Dey, Aishik Ghosh, Michael Kagan, Brian Nord, Nesar Ramachandra ; Interpretable Uncertainty Quantification in AI for HEP, Submitted to the Proceedings of the US Community Study on the Future of Particle Physics (Snowmass 2021) https://doi.org/10.48550/arXiv.2208.03284
Published in The Open Journal of Astrophysics, 2022
Recommended citation: Andrew P. Hearin, Nesar Ramachandra , Matthew R. Becker, Joseph DeRose; Differentiable Predictions for Large Scale Structure with SHAMNet, The Open Journal of Astrophysics, Vol. 5, 2022 https://doi.org/10.21105/astro.2112.08423
Published in Monthly Notices of the Royal Astronomical Society, 2022
Recommended citation: Nesar Ramachandra , Jonás Chaves-Montero, Alex Alarcon, Arindam Fadikar, Salman Habib, Katrin Heitmann; Machine learning synthetic spectra for probabilistic redshift estimation: SYTH-Z , Monthly Notices of the Royal Astronomical Society, Volume 515, Issue 2, September 2022, Pages 1927–1941 https://doi.org/10.1093/mnras/stac1790
Published in Neural Information Processing Systems (NeurIPS) 2021 AI for Science Workshop (2021), 2021
Recommended citation: Xiaofeng Dong, Nesar Ramachandra , Salman Habib, Katrin Heitmann, Michael Buehlmann, Sandeep Madireddy; Physical Benchmarking for AI-Generated Cosmic Web, Neural Information Processing Systems (NeurIPS) 2021 AI for Science Workshop (2021) https://arxiv.org/abs/2112.05681
Published in Monthly Notices of the Royal Astronomical Society (2021), 2021
Recommended citation: Yuyu Wang, Nesar Ramachandra , Edgar M. Salazar-Canizales, Hume A. Feldman, Richard Watkins, Klaus Dolag; Peculiar Velocity Estimation from Kinetic SZ Effect using Deep Neural Networks, Monthly Notices of the Royal Astronomical Society (2021) https://doi.org/10.1093/mnras/stab1715
Published in Phys. Rev. Fluids 5, 104401 (2020), 2020
Recommended citation: Romit Maulik, Kai Fukami, Nesar Ramachandra , Koji Fukagata, Kunihiko Taira; A Modular Deep Learning Pipeline for Galaxy-Scale Strong Gravitational Lens Detection and Modeling, Phys. Rev. Fluids 5, 104401 (2020) https://doi.org/10.1103/PhysRevFluids.5.104401
Published in Machine Learning and the Physical Sciences Workshop at the 33rd Conference on Neural Information Processing Systems (2019), 2020
Recommended citation: Sandeep Madireddy, Nan Li, Nesar Ramachandra , James Butler, Prasanna Balaprakash, Salman Habib, Katrin Heitmann; A Modular Deep Learning Pipeline for Galaxy-Scale Strong Gravitational Lens Detection and Modeling, Machine Learning and the Physical Sciences Workshop at the 33rd Conference on Neural Information Processing Systems (2019) https://arxiv.org/abs/1911.03867
Published in Phys. Rev. D 103, 123525 (2020), 2020
Recommended citation: Nesar Ramachandra , Georgios Valogiannis, Mustapha Ishak, Katrin Heitmann (for the LSST Dark Energy Science Collaboration); Matter Power Spectrum Emulator for f(R) Modified Gravity Cosmologies, Phys. Rev. D 103, 123525 (2020) https://doi.org/10.1103/PhysRevD.103.123525
Published in Monthly Notices of the Royal Astronomical Society, 2018
Recommended citation: Noam I. Libeskind, Rien van de Weygaert, Marius Cautun, Bridget Falck, Elmo Tempel, Tom Abel, Mehmet Alpaslan, Miguel A. Aragón-Calvo, Jaime E. Forero-Romero, Roberto Gonzalez, Stefan Gottlöber, Oliver Hahn, Wojciech A. Hellwing, Yehuda Hoffman, Bernard J. T. Jones, Francisco Kitaura, Alexander Knebe, Serena Manti, Mark Neyrinck, Sebastián E. Nuza, Nelson Padilla, Erwin Platen, Nesar Ramachandra , Aaron Robotham, Enn Saar, Sergei Shandarin, Matthias Steinmetz, Radu S. Stoica, Thierry Sousbie, Gustavo Yepes; Tracing the cosmic web, Monthly Notices of the Royal Astronomical Society , Volume 473, Issue 1, 1 January 2018, Pages 1195–1217 https://doi.org/10.1093/mnras/stx1976
Published in Monthly Notices of the Royal Astronomical Society, 2017
Recommended citation: Nesar S. Ramachandra , Sergei F. Shandarin; Dark matter haloes: a multistream view, Monthly Notices of the Royal Astronomical Society, Volume 470, Issue 3, 21 September 2017, Pages 3359–3373 https://doi.org/10.1093/mnras/stx1474
Published in Monthly Notices of the Royal Astronomical Society, 2017
Recommended citation: Nesar S. Ramachandra, Sergei F. Shandarin; Topology and geometry of the dark matter web: a multistream view, Monthly Notices of the Royal Astronomical Society, Volume 467, Issue 2, 21 May 2017, Pages 1748–1762 https://doi.org/10.1093/mnras/stx183
Published in Monthly Notices of the Royal Astronomical Society, 2015
Recommended citation: Nesar S. Ramachandra , Sergei F. Shandarin; Multi-stream portrait of the cosmic web, Monthly Notices of the Royal Astronomical Society , Volume 452, Issue 2, 11 September 2015, Pages 1643–1653 https://doi.org/10.1093/mnras/stv1389