Research and Interests

(Please visit www.sid-verma.com for a detailed description)

• Machine Learning in fluid mechanics
• Fluid mechanics of collective behavior
• Novel numerical methods and algorithms
• Turbulent mixing of passive scalars
• Turbulence modelling and Large Eddy Simulations (LES)

2017

• G. Novati, S. Verma, D. Alexeev, D. Rossinelli, W. M. van Rees, and P. Koumoutsakos, “Synchronisation through learning for two self-propelled swimmers,” Bioinspir. Biomim., vol. 12, iss. 3, p. 36001, 2017.
  [BibTeX] [PDF] [DOI]

  @article{novati2017a,
  author = {Guido Novati and Siddhartha Verma and Dmitry Alexeev and Diego Rossinelli and Wim M van Rees and Petros Koumoutsakos},
  doi = {10.1088/1748-3190/aa6311},
  journal = {{Bioinspir. Biomim.}},
  month = {mar},
  number = {3},
  pages = {036001},
  publisher = {{IOP} Publishing},
  title = {Synchronisation through learning for two self-propelled swimmers},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/novati2017a.pdf},
  volume = {12},
  year = {2017}
  }

• S. Verma, G. Abbati, G. Novati, and P. Koumoutsakos, “Computing the force distribution on the surface of complex, deforming geometries using vortex methods and Brinkman penalization,” Int. J. Numer. Meth. Fl., 2017.
  [BibTeX] [PDF] [DOI]

  @article{verma2017a,
  author = {Siddhartha Verma and Gabriele Abbati and Guido Novati and Petros Koumoutsakos},
  doi = {10.1002/fld.4392},
  journal = {{Int. J. Numer. Meth. Fl.}},
  month = {jun},
  publisher = {Wiley-Blackwell},
  title = {Computing the force distribution on the surface of complex, deforming geometries using vortex methods and {B}rinkman penalization},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/verma2017a.pdf},
  year = {2017}
  }

• S. Verma, P. Hadjidoukas, P. Wirth, and P. Koumoutsakos, “Multi-objective optimization of artificial swimmers,” in 2017 IEEE congress on evolutionary computation (CEC), 2017, p. 1037–1046.
  [BibTeX] [PDF] [DOI]

  @inproceedings{verma2017b,
  author = {Siddhartha Verma and Panagiotis Hadjidoukas and Philipp Wirth and Petros Koumoutsakos},
  booktitle = {2017 {IEEE} Congress on Evolutionary Computation ({CEC})},
  doi = {10.1109/cec.2017.7969422},
  month = {jun},
  pages = {1037--1046},
  publisher = {IEEE},
  title = {Multi-objective optimization of artificial swimmers},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/verma2017b.pdf},
  year = {2017}
  }

• S. Verma, G. Novati, F. Noca, and P. Koumoutsakos, “Fast motion of heaving airfoils,” in Procedia computer science – ICCS 2017, 2017, p. 235–244.
  [BibTeX] [PDF] [DOI]

  @inproceedings{verma2017d,
  author = {Siddhartha Verma and Guido Novati and Flavio Noca and Petros Koumoutsakos},
  booktitle = {Procedia Computer Science – {ICCS} 2017},
  doi = {10.1016/j.procs.2017.05.166},
  note = {International Conference on Computational Science, ICCS 2017, 12-14 June 2017, Zurich, Switzerland},
  pages = {235--244},
  publisher = {Elsevier {BV}},
  title = {Fast Motion of Heaving Airfoils},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/verma2017d.pdf},
  volume = {108},
  year = {2017}
  }