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Mafalda Dias
Mafalda Dias
CRG (Centre for Genomic Regulation)
Verified email at crg.eu - Homepage
Title
Cited by
Cited by
Year
Disease variant prediction with deep generative models of evolutionary data
J Frazer, P Notin, M Dias, A Gomez, JK Min, K Brock, Y Gal, DS Marks
Nature 599 (7883), 91-95, 2021
3762021
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval
P Notin, M Dias, J Frazer, JM Hurtado, AN Gomez, D Marks, Y Gal
International Conference on Machine Learning, 16990-17017, 2022
1182022
Computing observables in curved multifield models of inflation—A guide (with code) to the transport method
M Dias, J Frazer, D Seery
Journal of Cosmology and Astroparticle Physics 2015 (12), 030, 2015
962015
Numerical evaluation of the bispectrum in multiple field inflation—the transport approach with code
M Dias, J Frazer, DJ Mulryne, D Seery
Journal of Cosmology and Astroparticle Physics 2016 (12), 033, 2016
832016
Chaotic inflation with kinetic alignment of axion fields
TC Bachlechner, M Dias, J Frazer, L McAllister
Physical Review D 91 (2), 023520, 2015
752015
Multifield consequences for D-brane inflation
M Dias, J Frazer, AR Liddle
Journal of Cosmology and Astroparticle Physics 2012 (06), 020, 2012
592012
Multifield consequences for D-brane inflation
M Dias, J Frazer, AR Liddle
Journal of Cosmology and Astroparticle Physics 2012 (06), 020, 2012
592012
Multifield consequences for D-brane inflation
M Dias, J Frazer, AR Liddle
Journal of Cosmology and Astroparticle Physics 2012 (06), 020, 2012
592012
Primordial gravitational waves and the swampland
M Dias, J Frazer, A Retolaza, A Westphal
Fortschritte der Physik 67 (1-2), 1800063, 2019
492019
Transport equations for the inflationary spectral index
M Dias, D Seery
Physical Review D 85 (4), 043519, 2012
432012
Seven lessons from manyfield inflation in random potentials
M Dias, J Frazer, MCD Marsh
Journal of cosmology and astroparticle physics 2018 (01), 036, 2018
422018
Simple emergent power spectra from complex inflationary physics
M Dias, J Frazer, MCD Marsh
Physical Review Letters 117 (14), 141303, 2016
422016
Inflation as an information bottleneck: a strategy for identifying universality classes and making robust predictions
M Dias, J Frazer, A Westphal
Journal of High Energy Physics 2019 (5), 1-53, 2019
372019
The curvature perturbation at second order
M Dias, J Elliston, J Frazer, D Mulryne, D Seery
Journal of Cosmology and Astroparticle Physics 2015 (02), 040, 2015
342015
The δN formula is the dynamical renormalization group
M Dias, RH Ribeiro, D Seery
Journal of Cosmology and Astroparticle Physics 2013 (10), 062, 2013
332013
A new angle on chaotic inflation
TC Bachlechner, M Dias, J Frazer, L McAllister
arXiv preprint arXiv:1404.7496, 0
23
On the possibility of braneworld quintessential inflation
M Dias, AR Liddle
Physical Review D 81 (8), 083515, 2010
182010
Scale-dependent bias from multiple-field inflation
M Dias, RH Ribeiro, D Seery
Physical Review D 87 (10), 107301, 2013
172013
Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning
J Frazer, P Notin, M Dias, A Gomez, K Brock, Y Gal, DS Marks
bioRxiv, 2020.12. 21.423785, 2020
162020
Cosmology at the boundary of de Sitter space using the dS/QFT correspondence
M Dias
Physical Review D 84 (2), 023512, 2011
132011
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