Testing interacting dark energy with Stage IV cosmic shear surveys through differentiable neural emulators

Autor: Carrion, K., Mancini, A. Spurio, Piras, D., Hidalgo, J. C.

We employ a novel framework for accelerated cosmological inference, based on neural emulators and gradient-based sampling methods, to forecast constraints on dark energy models from Stage IV cosmic shear surveys. We focus on dark scattering (DS), an

Externí odkaz: http://arxiv.org/abs/2410.10603

Antimalarial Drug Combination Predictions Using the Machine Learning Synergy Predictor (MLSyPred©) tool.

Autor: Roche-Lima A; Center for Collaborative Research in Health Disparities, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA. abiel.roche@upr.edu., Rosado-Quiñones AM; Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Feliu-Maldonado RA; Center for Collaborative Research in Health Disparities, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Figueroa-Gispert MDM; Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Díaz-Rivera J; Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Díaz-González RG; Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Carrasquillo-Carrion K; Center for Collaborative Research in Health Disparities, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Nieves BG; Center for Collaborative Research in Health Disparities, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Colón-Lorenzo EE; Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA., Serrano AE; Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan, PR, USA.

Publikováno v: Acta parasitologica [Acta Parasitol] 2024 Mar; Vol. 69 (1), pp. 415-425. Date of Electronic Publication: 2024 Jan 02.

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Non-Random Enrichment of Single-Nucleotide Polymorphisms Associated with Clopidogrel Resistance within Risk Loci Linked to the Severity of Underlying Cardiovascular Diseases: The Role of Admixture.

Autor: Monero-Paredes M; Department of Pharmacology and Toxicology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan 00936, Puerto Rico., Feliu-Maldonado R; Research Centers in Minority Institutions Program, Center for Collaborative Research in Health Disparities, Academic Affairs Deanship, University of Puerto Rico, Medical Sciences Campus, San Juan 00936, Puerto Rico., Carrasquillo-Carrion K; Research Centers in Minority Institutions Program, Center for Collaborative Research in Health Disparities, Academic Affairs Deanship, University of Puerto Rico, Medical Sciences Campus, San Juan 00936, Puerto Rico., Gonzalez P; Department of Pharmacology and Toxicology, School of Medicine, University of Puerto Rico, Medical Sciences Campus, San Juan 00936, Puerto Rico., Rogozin IB; Computational Biology Branch, National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Rockville Pike MSC 3830, Bethesda, MD 20894, USA., Roche-Lima A; Research Centers in Minority Institutions Program, Center for Collaborative Research in Health Disparities, Academic Affairs Deanship, University of Puerto Rico, Medical Sciences Campus, San Juan 00936, Puerto Rico., Duconge J; Department of Pharmaceutical Sciences, School of Pharmacy, University of Puerto Rico, Medical Sciences Campus, San Juan 00936, Puerto Rico.

Publikováno v: Genes [Genes (Basel)] 2023 Sep 17; Vol. 14 (9). Date of Electronic Publication: 2023 Sep 17.

Protocol for in vivo imaging and analysis of brainstem neuronal activity in the dorsal raphe nucleus of freely behaving mice.

Autor: Paquelet GE; Department of Neuroscience, Columbia University, New York, NY 10032, USA; Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA. Electronic address: gp2512@cumc.columbia.edu., Carrion K; Division of Systems Neuroscience, New York State Psychiatric Institute, New York, NY 10032, USA., Lacefield CO; Division of Systems Neuroscience, New York State Psychiatric Institute, New York, NY 10032, USA; Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA., Zhou P; Department of Neuroscience, Columbia University, New York, NY 10032, USA; Department of Statistics, Columbia University, New York, NY 10032, USA; Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY 10027, USA., Hen R; Department of Neuroscience, Columbia University, New York, NY 10032, USA; Division of Systems Neuroscience, New York State Psychiatric Institute, New York, NY 10032, USA; Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA., Miller BR; Division of Systems Neuroscience, New York State Psychiatric Institute, New York, NY 10032, USA; Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA. Electronic address: bradley.miller@nyspi.columbia.edu.

Publikováno v: STAR protocols [STAR Protoc] 2023 Mar 17; Vol. 4 (1), pp. 102074. Date of Electronic Publication: 2023 Jan 28.