Results 211 to 220 of about 118,631 (311)

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia, Christian Mark Pelicano   +1 more
wiley   +1 more source

Bayesian networks and structural equation models reveal genetic causal relationships between productivity, defense, and climate-adaptability traits in interior lodgepole pine. [PDF]

G3 (Bethesda)
Cappa EP, Klutsch JG, Benowicz A, Munilla S, Mansfield SD, Erbilgin N, Thomas BR, El-Kassaby YA.   +7 more
europepmc   +1 more source

A hybrid factored frontier algorithm for dynamic Bayesian network models of biopathways

, 2011
Sucheendra K. Palaniappan, S. Akshay, Blaise Genest, Thiagarajan, P.S.   +3 more
openalex   +1 more source

Effectiveness of preoperative rehabilitation interventions in major abdominal surgery: a systematic review and Bayesian network meta-analysis

Na Li, Xufeng Xie, Lin Zhang, Longlai Wang, Hua Li, Liping Wu, Ruimei Song   +6 more
openalex   +1 more source

Bayesian Quadratic Network Game Filters [PDF]

, 2014
Ceyhun Eksin, Pooya Molavi, Alejandro Ribeiro, Ali Jadbabaie   +3 more
openalex   +1 more source

Factorization Machine‐Based Active Learning for Functional Materials Design with Optimal Initial Data

Advanced Intelligent Discovery, EarlyView.
This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley   +1 more source

Using Dynamic Causal Bayesian Networks to Assess the Role of Patient-Centered Care and Individual-Level Barriers on Viral Suppression Changes Among a Cohort of People with HIV. [PDF]

AIDS Behav
Trepka MJ, Gonzales S, Ward MK, Fennie KP, Sheehan DM, Jean-Gilles M, Devieux J, Gray A, Ladner R, Yoo C.   +9 more
europepmc   +1 more source

FastCat: Autonomous Discovery of Multielement Layered Double Hydroxide Alloy Catalysts for Alkaline Oxygen Evolution Reaction

Advanced Intelligent Discovery, EarlyView.
A machine learning‐guided self‐driving laboratory screened over 500 nickel‐based layered double‐hydroxide catalysts for alkaline oxygen evolution. Out of the eight metals, the robot uncovered a quaternary Ni–Fe–Cr–Co catalysts requiring only 231 mV overpotential to reach 20 mA cm−2.
Nis Fisker‐Bødker, Enzo Raffaele Moretti, Jin Hyun Chang, Tejs Vegge   +3 more
wiley   +1 more source

Structured Expert Elicitation of Dependence Between River Tributaries Using Nonparametric Bayesian Networks. [PDF]

Risk Anal
Rongen G, Morales-Nápoles O, Worm D, Kok M.   +3 more
europepmc   +1 more source

Comparative efficacy and safety of IL-23 p19 monoclonal antibodies for plaque psoriasis: a bayesian network meta-analysis of randomized controlled trials

Tong Xin, Shanshan Sun, Yihui Liu
openalex   +1 more source