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We explore the application of machine learning based on mixture density neural networks (MDNs) to the interior characterization of low-mass exoplanets up to 25 Earth masses constrained by mass, radius, and fluid Love number $k_2$.
https://arxiv.org/abs/1905.03171
Hellard, H., Csizmadia, S., Padovan, S., et al. 2019, Astrophys. J · 1905
Earlier work this paper cites.
Zingales, T., & Waldmann, I. P. 2018, The Astronomical Journal, 156, 268, doi: 10.3847/1538-3881/aae77c
1911
Earlier work this paper cites.
http://jmlr.org/papers/v15/srivastava14a.html
Srivastava, N., Hinton, G., Krizhevsky, A., Sutskever, I., & Salakhutdinov, R. 2014, Journal of Machine Learning Research, 15, 1929 · 1929
Earlier work this paper cites.
Skidmore, W., TMT International Science Development Teams, & Science Advisory Committee, T. 2015, Res. Ast. Astrophys., 15, 1945, doi: 10.1088/1674-4527/15/12/001
1945
Earlier work this paper cites.
Salpeter, E. E., & Zapolsky, H. S. 1967, Physical Review, 158, 876, doi: 10.1103/PhysRev.158.876
1967
Earlier work this paper cites.
Murthy, V. R., & Hall, H. 1970, Physics of the Earth and Planetary Interiors, 2, 276, doi: https://doi.org/10.1016/0031-9201(70)90014-2
1970
Earlier work this paper cites.
Lambeck, K. 1980, The Earth’s Variable Rotation: Geophysical Causes and Consequences, Cambridge Monographs on Mechanics (Cambridge University Press), doi: 10.1017/CBO9780511569579
1980
Earlier work this paper cites.
Dziewonski, A. M., & Anderson, D. L. 1981, Physics of the Earth and Planetary Interiors, 25, 297 , doi: https://doi.org/10.1016/0031-9201(81)90046-7
1981
Earlier work this paper cites.
Hubbard, W. B. 1984, Planetary interiors
1984
Earlier work this paper cites.
Hemley, R. J., Jephcoat, A. P., Mao, H. K., et al. 1987, 4
1987
Earlier work this paper cites.
Cybenko, G. 1989, Mathematics of Control, Signals and Systems, 2, 303, doi: 10.1007/BF02551274
1989
Earlier work this paper cites.
Yoo, C. S., Holmes, N. C., Ross, M., Webb, D. J., & Pike, C. 1993, Phys. Rev. Lett., 70, 3931, doi: 10.1103/PhysRevLett.70.3931
1993
Earlier work this paper cites.
Bishop, C. M. 1994, Mixture density networks, Tech. rep
1994
Earlier work this paper cites.
Poirier, J.-P. 1994, Physics of the Earth and Planetary Interiors, 85, 319, doi: https://doi.org/10.1016/0031-9201(94)90120-1
1994
Earlier work this paper cites.
—. 1995, Neural Networks for Pattern Recognition (New York, NY, USA: Oxford University Press, Inc.)
1995
Earlier work this paper cites.
Podolak, M., Weizman, A., & Marley, M. 1995, Planetary and Space Science, 43, 1517, doi: 10.1016/0032-0633(95)00061-5
1995
Earlier work this paper cites.
Caruana, R. 1997, Machine Learning, 28, 41, doi: 10.1023/A:1007379606734
1997
Earlier work this paper cites.
Fei, Y., Bertka, C. M., & Finger, L. W. 1997, Science, 275, 1621, doi: 10.1126/science.275.5306.1621
1997
Earlier work this paper cites.
Hartman, J. D., Bakos, G., Stanek, K. Z., & Noyes, R. W. 2004, 128, 1761, doi: 10.1086/423920
2004
Earlier work this paper cites.
Léger, A., Selsis, F., Sotin, C., et al. 2004, Icarus, 169, 499, doi: 10.1016/j.icarus.2004.01.001
2004
Earlier work this paper cites.
Valencia, D., O’Connell, R. J., & Sasselov, D. D. 2006, Icarus, 181, 545, doi: 10.1016/j.icarus.2005.11.021
2005
Earlier work this paper cites.
—. 2006, Pattern recognition and machine learning, Information science and statistics (New York: Springer)
2006
Earlier work this paper cites.
Pollacco, D. L., Skillen, I., Collier Cameron, A., et al. 2006, 118, 1407, doi: 10.1086/508556
2006
Earlier work this paper cites.
Fortney, J. J., Marley, M. S., & Barnes, J. W. 2007, The Astrophysical Journal, 659, 1661, doi: 10.1086/512120
2007
Earlier work this paper cites.
Mardling, R. A. 2007, Monthly Notices of the Royal Astronomical Society, 382, 1768, doi: 10.1111/j.1365-2966.2007.12500.x
2007
Earlier work this paper cites.
Seager, S., Kuchner, M., Hier-Majumder, C., & Militzer, B. 2007, The Astrophysical Journal, 669, 1279, doi: 10.1086/521346
2007
Earlier work this paper cites.
Sotin, C., Grasset, O., & Mocquet, A. 2007, Icarus, 191, 337, doi: 10.1016/j.icarus.2007.04.006
2007
Earlier work this paper cites.
Valencia, D., Sasselov, D. D., & O’Connell, R. J. 2007, The Astrophysical Journal, 665, 1413, doi: 10.1086/519554
2007
Earlier work this paper cites.
Adams, E. R., Seager, S., & Elkins-Tanton, L. 2008, The Astrophysical Journal, 673, 1160, doi: 10.1086/524925
2008
Earlier work this paper cites.
Morard, G., Andrault, D., Guignot, N., et al. 2008, Earth and Planetary Science Letters, 272, 620, doi: 10.1016/j.epsl.2008.05.028
2008
Cited alongside, same era.
Batygin, K., Bodenheimer, P., & Laughlin, G. 2009, Astrophys. J. Lett., 704, L49
2009
Cited alongside, same era.
Charbonneau, D., Berta, Z. K., Irwin, J., et al. 2009, Nature, 462, 891, doi: 10.1038/nature08679
2009
Cited alongside, same era.
Jacobson, R. A. 2009, The Astronomical Journal, 137, 4322, doi: 10.1088/0004-6256/137/5/4322
2009
Cited alongside, same era.
http://dl.acm.org/citation.cfm?id=3104322.3104425
Nair, V., & Hinton, G. E. 2010, in Proceedings of the 27th International Conference on International Conference on Machine Learning, ICML’10 (Omnipress), 807–814 · 2010
Cited alongside, same era.
Dorn, C., Khan, A., Heng, K., et al. 2015, Astronomy & Astrophysics, 577, A83, doi: 10.1051/0004-6361/201424915
2015
Later among the works it cites.
Rubie, D. C., Nimmo, F., & Melosh, H. J. 2015, in Treatise on Geophysics, ed. G. Schubert (Elsevier), 43–79
2015
Later among the works it cites.
Fei, Y., Murphy, C., Shibazaki, Y., Shahar, A., & Huang, H. 2016, Geophysical Research Letters, 43, 6837, doi: 10.1002/2016GL069456
2016
Later among the works it cites.
Madhusudhan, N., Agúndez, M., Moses, J. I., & Hu, Y. 2016, Space Sci. Rev., 205, 285, doi: 10.1007/s11214-016-0254-3
2016
Later among the works it cites.
http://arxiv.org/abs/1608.07249
Shi, S., Wang, Q., Xu, P., & Chu, X. 2016, arXiv:1608.07249 [cs] · 2016
Later among the works it cites.
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alphaXiv is searching for related work…
Pepe, F. A., Cristiani, S., Rebolo Lopez, R., et al. 2010, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 7735, Proceed. of SPIE, 77350F, doi: 10.1117/12.857122
2010
Cited alongside, same era.
Petit, G., & Luzum, B. 2010, IERS Conventions (2010), Tech. rep., Frankfurt am Main: Verlag des Bundesamts für Kartographie und Geodäsie
2010
Cited alongside, same era.
Valencia, D. 2010, Proceedings of the International Astronomical Union, 6, 181, doi: 10.1017/S1743921311020151
2010
Cited alongside, same era.
Batalha, N. M., Borucki, W. J., Bryson, S. T., et al. 2011, The Astrophysical Journal, 729, 27, doi: 10.1088/0004-637X/729/1/27
2011
Cited alongside, same era.
Kramm, U., Nettelmann, N., Redmer, R., & Stevenson, D. J. 2011, Astronomy & Astrophysics, 528, A18, doi: 10.1051/0004-6361/201015803
2011
Cited alongside, same era.
Nettelmann, N., Fortney, J. J., Kramm, U., & Redmer, R. 2011, The Astrophysical Journal, 733, 2, doi: 10.1088/0004-637X/733/1/2
2011
Cited alongside, same era.
Wagner, F., Sohl, F., Hussmann, H., Grott, M., & Rauer, H. 2011, Icarus, 214, 366, doi: 10.1016/j.icarus.2011.05.027
2011
Cited alongside, same era.
Thomas, S. W., & Madhusudhan, N. 2016, Monthly Notices of the Royal Astronomical Society, 458, 1330, doi: 10.1093/mnras/stw321
2016
Later among the works it cites.
Weiss, L. M., Rogers, L. A., Isaacson, H. T., et al. 2016, The Astrophysical Journal, 819, 83, doi: 10.3847/0004-637X/819/1/83
2016
Later among the works it cites.
Brando, A. 2017, Master’s thesis
2017
Later among the works it cites.
Brugger, B., Mousis, O., Deleuil, M., & Deschamps, F. 2017, The Astrophysical Journal, 850, 93, doi: 10.3847/1538-4357/aa965a
2017
Later among the works it cites.
Dorn, C., Venturini, J., Khan, A., et al. 2017, Astronomy & Astrophysics, 597, A37, doi: 10.1051/0004-6361/201628708
2017
Later among the works it cites.
Goodfellow, I., Bengio, Y., & Courville, A. 2017, Deep learning (Cambridge (EE.UU.); London: MIT Press)
2017
Later among the works it cites.
Lu, Z., Pu, H., Wang, F., Hu, Z., & Wang, L. 2017, arXiv e-prints, arXiv:1709.02540
2017
Later among the works it cites.
Owen, J. E., & Wu, Y. 2017, The Astrophysical Journal, 847, 29, doi: 10.3847/1538-4357/aa890a
2017
Later among the works it cites.
Wheatley, P. J., West, R. G., Goad, M. R., et al. 2017, Monthly Notices of the Royal Astronomical Society, 475, 4476, doi: 10.1093/mnras/stx2836
2017
Later among the works it cites.
Barr, A. C., Dobos, V., & Kiss, L. L. 2018, Astronomy & Astrophysics, 613, A37
2018
Later among the works it cites.
Dorn, C., & Heng, K. 2018, The Astrophysical Journal, 853, 64, doi: 10.3847/1538-4357/aa9c80
2018
Later among the works it cites.
Kubyshkina, D., Fossati, L., Erkaev, N. V., et al. 2018, Astronomy & Astrophysics, 619, A151, doi: 10.1051/0004-6361/201833737
2018
Later among the works it cites.
Márquez-Neila, P., Fisher, C., Sznitman, R., & Heng, K. 2018, Nature Astronomy, 2, 719, doi: 10.1038/s41550-018-0504-2
2018
Later among the works it cites.
Padovan, S., Spohn, T., Baumeister, P., et al. 2018, Astronomy & Astrophysics, doi: 10.1051/0004-6361/201834181
2018
Later among the works it cites.
Pearson, K. A., Palafox, L., & Griffith, C. A. 2018, Monthly Notices of the Royal Astronomical Society, 474, 478, doi: 10.1093/mnras/stx2761
2018
Later among the works it cites.
Shallue, C. J., & Vanderburg, A. 2018, The Astronomical Journal, 155, 94, doi: 10.3847/1538-3881/aa9e09
2018
Later among the works it cites.
Akinsanmi, B., Barros, S. C. C., Santos, N. C., et al. 2019, Astronomy & Astrophysics, 621, A117, doi: 10.1051/0004-6361/201834215
2019
Closest in time.
Alibert, Y., & Venturini, J. 2019, Astronomy & Astrophysics, doi: 10.1051/0004-6361/201834942
2019
Closest in time.
Chaushev, A., Raynard, L., Goad, M. R., et al. 2019, Monthly Notices of the Royal Astronomical Society, 488, 5232, doi: 10.1093/mnras/stz2058
2019
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Csizmadia, S., Hellard, H., & Smith, A. M. S. 2019, Astronomy & Astrophysics, 623, A45, doi: 10.1051/0004-6361/201834376
2019
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Martin, C., & Duhaime, D. 2019, doi: 10.5281/zenodo.2578015
2019
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Unterborn, C. T., & Panero, W. R. 2019, Journal of Geophysical Research: Planets, 124, 1704, doi: 10.1029/2018JE005844
2019
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Zeng, L., Jacobsen, S. B., Sasselov, D. D., et al. 2019, Proc. Nat. Acad. Sci., 116, 9723
2019
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