| 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 | 820 | 2021 |
| 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, 64331-64379, 2023 | 358 | 2023 |
| 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 | 294 | 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 | 111 | 2015 |
| 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 | 100 | 2016 |
| Simple predictions from multifield inflationary models R Easther, J Frazer, HV Peiris, LC Price Physical Review Letters 112 (16), 161302, 2014 | 84 | 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 | 81 | 2012 |
| Chaotic inflation with kinetic alignment of axion fields TC Bachlechner, M Dias, J Frazer, L McAllister Physical Review D 91 (2), 023520, 2015 | 78 | 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 | 65 | 2015 |
| Exploring a string-like landscape J Frazer, AR Liddle Journal of Cosmology and Astroparticle Physics 2011 (02), 026, 2011 | 62 | 2011 |
| Multifield consequences for D-brane inflation M Dias, J Frazer, AR Liddle Journal of Cosmology and Astroparticle Physics 2012 (06), 020, 2012 | 60 | 2012 |
| 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 | 57 | 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 |
| Gravitational wave consistency relations for multifield inflation LC Price, HV Peiris, J Frazer, R Easther Physical Review Letters 114 (3), 031301, 2015 | 46 | 2015 |
| 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 | 45 | 2019 |
| Seven lessons from manyfield inflation in random potentials M Dias, J Frazer, MCD Marsh Journal of cosmology and astroparticle physics 2018 (01), 036, 2018 | 44 | 2018 |
| MaveDB 2024: a curated community database with over seven million variant effects from multiplexed functional assays AF Rubin, J Stone, AH Bianchi, BJ Capodanno, EY Da, M Dias, ... Genome biology 26 (1), 13, 2025 | 43 | 2025 |
| Non-identifiability and the blessings of misspecification in models of molecular fitness E Weinstein, A Amin, J Frazer, D Marks Advances in neural information processing systems 35, 5484-5497, 2022 | 43 | 2022 |
| Simple emergent power spectra from complex inflationary physics M Dias, J Frazer, MCD Marsh Physical Review Letters 117 (14), 141303, 2016 | 42 | 2016 |
| Predictions in multifield models of inflation J Frazer Journal of Cosmology and Astroparticle Physics 2014 (01), 028, 2014 | 41 | 2014 |
Mafalda DiasCRG (Centre for Genomic Regulation)Verified email at crg.eu
