Results 181 to 190 of about 2,068,010 (305)

Missing Value Imputation With Adversarial Random Forests-MissARF. [PDF]

Stat Med
Golchian P, Kapar J, Watson DS, Wright MN.   +3 more
europepmc   +1 more source

Can Elastomers Combine Stiffness, Toughness and Fatigue Resistance?

Advanced Materials, EarlyView.
This review studies how the molecular and macroscopic architecture of elastomers influence their mechanical properties including: stiffness, stretchability, toughness, fatigue resistance, and damping behavior. By linking the structure to performance, it proposes design principles for advanced elastomeric systems that combine mechanical properties ...
Eva Baur, Esther Amstad
wiley   +1 more source

Leveraging Data‐Driven and Fundamental Insights for Electrolyte Innovation in Lithium Metal Batteries

Advanced Materials, EarlyView.
Using 640 curated electrolyte formulations, we apply data‐driven analysis to reveal how molecular features govern coulombic efficiency (CE) in lithium metal batteries. Fluorine content correlates positively with CE, while oxygen, carbon, and higher boiling points correlate negatively.
Minh Van Duong, Mitchell Kaiser, Xia Cao, Trung Thien Nguyen, Au Nguyen, Phung My Loan Le, Jun Liu   +6 more
wiley   +1 more source

In A Class of Their Own: Multiclass Random Forests Reveal Distinct Habitat Needs of Fledglings Relative to Adults in Two Grassland Birds. [PDF]

Ecol Evol
Bernath-Plaisted JS, Sanders NA, Ruskin KJ, Olsen BJ, Panjabi AO, Correll MD.   +5 more
europepmc   +1 more source

Toward Pore‐Engineered 3D‐Printed Materials for Sorption Water Harvesting, Interfacial Evaporation, and Radiative Cooling

Advanced Materials, EarlyView.
Water harvesting, radiative cooling, and interfacial solar evaporation are fundamentally governed by coupled heat, mass, and light transport processes. These processes are mediated by pore architecture, including pore size, connectivity, and hierarchical organization.
Dejan J. Trajkovski, Higgins M. Wilson, Abdallah Y. M. Ali, Jiaxing Xu, Ruzhu Wang, Primož Poredoš   +5 more
wiley   +1 more source

Evaluating the Beck Depression Inventory-II Fast Screen in middle-aged and older adults using random forests and factor analytic methods. [PDF]

Psychol Assess
Lee H, Breen E, Culhane JE, Calcetas AT, Oleas DS, Slaughter AW, Block AP, Robateau A, Cham H, Arentoft A, Guzman VA, Kubo Germano K, Robinson-Papp J, Cubbellotti S, Talavera S, Byrd D, Rivera Mindt M.   +16 more
europepmc   +1 more source

Inverse Design of Nanoparticulate Materials

Advanced Materials, EarlyView.
Inverse design shifts nanomaterial development from empirical trial‐and‐error to predictive model‐driven strategies. It can rely on knowledge‐based, data‐based, or hybrid process and property functions. This perspective article provides a practical framework for applying inverse design based on instructive examples. It discusses which modeling approach
Nabi Etienne Traoré, Annika Mauch, Michelle Berthold, Lukas Pflug, Wolfgang Peukert, Nicolas Vogel   +5 more
wiley   +1 more source

Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests. [PDF]

Int J Epidemiol
Kapar J, Günther K, Vallis LA, Berger K, Binder N, Brenner H, Castell S, Fischer B, Harth V, Holleczek B, Intemann T, Ittermann T, Karch A, Keil T, Krist L, Lange B, Leitzmann MF, Nimptsch K, Obi N, Pigeot I, Pischon T, Schikowski T, Schmidt B, Schmidt CO, Sedlmair AM, Tanoey J, Wienbergen H, Wienke A, Wigmann C, Wright MN.   +29 more
europepmc   +1 more source

Tamper‐Responsive Physical Unclonable Functions via Graphene‐Interlayered Block Copolymer Random Structures

Advanced Materials, EarlyView.
Self‐invalidating multilayer physical unclonable functions (PUFs) integrate fingerprint‐like metal nanopattern bilayers from block copolymer templates with highly reactive reduced graphene oxide (rGO) interlayers. This tamper‐responsive architecture blocks all unauthorized physical and chemical replication attempts while autonomously deactivating ...
Gyu Hui Jo, Dae Hui Park, Jeong‐Ho Jang, Woo Seok Tack, Jin Man Kim, Hak Ki Yu, Hyeong Min Jin, Jang Hwan Kim   +7 more
wiley   +1 more source

PanForest: predicting genes in genomes using random forests. [PDF]

Bioinformatics
Beavan AJS, Domingo-Sananes MR, McInerney JO.   +2 more
europepmc   +1 more source