| 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 | 578 | 2021 |
| Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval P Notin, M Dias, J Frazer, J Marchena-Hurtado, AN Gomez, D Marks, ... International Conference on Machine Learning, 16990-17017, 2022 | 199 | 2022 |
| 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 | 103 | 2015 |
| Proteingym: Large-scale benchmarks for protein fitness prediction and design P Notin, A Kollasch, D Ritter, L Van Niekerk, S Paul, H Spinner, N Rollins, ... Advances in Neural Information Processing Systems 36, 2024 | 92 | 2024 |
| 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 | 89 | 2016 |
| Simple predictions from multifield inflationary models R Easther, J Frazer, HV Peiris, LC Price Physical Review Letters 112 (16), 161302, 2014 | 82 | 2014 |
| Inflationary perturbation theory is geometrical optics in phase space D Seery, DJ Mulryne, J Frazer, RH Ribeiro Journal of Cosmology and Astroparticle Physics 2012 (09), 010, 2012 | 77 | 2012 |
| Chaotic inflation with kinetic alignment of axion fields TC Bachlechner, M Dias, J Frazer, L McAllister Physical Review D 91 (2), 023520, 2015 | 73 | 2015 |
| MultiModeCode: An efficient numerical solver for multifield inflation LC Price, J Frazer, J Xu, HV Peiris, R Easther Journal of Cosmology and Astroparticle Physics 2015 (03), 005, 2015 | 61 | 2015 |
| Multifield consequences for D-brane inflation M Dias, J Frazer, AR Liddle Journal of Cosmology and Astroparticle Physics 2012 (06), 020, 2012 | 61 | 2012 |
| Exploring a string-like landscape J Frazer, AR Liddle Journal of Cosmology and Astroparticle Physics 2011 (02), 026, 2011 | 61 | 2011 |
| Multi-field inflation with random potentials: field dimension, feature scale and non-Gaussianity J Frazer, AR Liddle Journal of Cosmology and Astroparticle Physics 2012 (02), 039, 2012 | 55 | 2012 |
| Primordial gravitational waves and the swampland M Dias, J Frazer, A Retolaza, A Westphal Fortschritte der Physik 67 (1-2), 1800063, 2019 | 52 | 2019 |
| Proteingym: Large-scale benchmarks for protein design and fitness prediction P Notin, AW Kollasch, D Ritter, L van Niekerk, S Paul, H Spinner, ... bioRxiv, 2023 | 45 | 2023 |
| Gravitational wave consistency relations for multifield inflation LC Price, HV Peiris, J Frazer, R Easther Physical Review Letters 114 (3), 031301, 2015 | 45 | 2015 |
| Seven lessons from manyfield inflation in random potentials M Dias, J Frazer, MCD Marsh Journal of cosmology and astroparticle physics 2018 (01), 036, 2018 | 43 | 2018 |
| Simple emergent power spectra from complex inflationary physics M Dias, J Frazer, MCD Marsh Physical Review Letters 117 (14), 141303, 2016 | 41 | 2016 |
| Predictions in multifield models of inflation J Frazer Journal of Cosmology and Astroparticle Physics 2014 (01), 028, 2014 | 40 | 2014 |
| 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 | 37 | 2019 |
| 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 | 36 | 2015 |
Mafalda DiasCRG (Centre for Genomic Regulation)確認したメール アドレス: crg.eu