140 citations
- University of OxfordGB4 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Argonne National LaboratoryUS1 paper
- Biologie Computationnelle, Quantitative et SynthétiqueFR1 paper
- Canfranc Underground LaboratoryES1 paper
- CEA GrenobleFR1 paper
- Centre de Recerca MatemàticaES1 paper
- Centre for Human GeneticsGB1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- Geneva CollegeUS1 paper
- Institució Catalana de Recerca i Estudis AvançatsES1 paper
- Institut de Biologie Paris-SeineFR1 paper
7 papers
Computational modelling of angiogenesis: The importance of cell rearrangements during vascular growth
Daria Stepanova, Helen M. Byrne, Philip K. Maini +1
Angiogenesis is the process wherein endothelial cells (ECs) form sprouts that elongate from the pre-existing vasculature to create new vascular networks. In addition to its essenti…
JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods
Kamal Choudhary, Daniel Wines, Kangming Li +35
Lack of rigorous reproducibility and validation are major hurdles for scientific development across many fields. Materials science in particular encompasses a variety of experiment…
Multiscale methods for signal selection in single-cell data
Renee S. Hoekzema, Lewis Marsh, Otto Sumray +4
Analysis of single-cell transcriptomics often relies on clustering cells and then performing differential gene expression (DGE) to identify genes that vary between these clusters.…
Epistatic models predict mutable sites in SARS-CoV-2 proteins and epitopes
Juan Rodriguez-Rivas, Giancarlo Croce, Maureen Muscat +1
The emergence of new variants of SARS-CoV-2 is a major concern given their potential impact on the transmissibility and pathogenicity of the virus as well as the efficacy of therap…
A deep learning framework for quality assessment and restoration in video endoscopy
Sharib Ali, Felix Zhou, Adam Bailey +4
Endoscopy is a routine imaging technique used for both diagnosis and minimally invasive surgical treatment. Artifacts such as motion blur, bubbles, specular reflections, floating o…
Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models
Alexandre Bouchard-Côté, Arnaud Doucet, Andrew Roth
This paper presents a new Markov chain Monte Carlo method to sample from the posterior distribution of conjugate mixture models. This algorithm relies on a flexible split-merge pro…