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Picture for Jeyan Thiyagalingam

Discovering the building blocks of dark matter halo density profiles with neural networks


Mar 16, 2022
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras

* 12 pages, 6 figures, comments welcome 

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Disentangling Autoencoders (DAE)


Feb 20, 2022
Jaehoon Cha, Jeyan Thiyagalingam

* 8 Pages + 8 Page Append + References 

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Scientific Machine Learning Benchmarks


Oct 25, 2021
Jeyan Thiyagalingam, Mallikarjun Shankar, Geoffrey Fox, Tony Hey


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Deep learning insights into cosmological structure formation


Nov 20, 2020
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam

* 15 pages, 6 figures, to be submitted to Nature Communications, comments welcome 

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