Results 241 to 250 of about 43,730 (298)

Toward Predictable Nanomedicine: Current Forecasting Frameworks for Nanoparticle–Biology Interactions

Advanced Intelligent Discovery, EarlyView.
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova, Michael Nicholls, Nicola Russo, Gueorgui Mihaylov, Konstantin Nikolic   +4 more
wiley   +1 more source

Interpretability and Representability of Commutative Algebra, Algebraic Topology, and Topological Spectral Theory for Real‐World Data

Advanced Intelligent Discovery, EarlyView.
This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
wiley   +1 more source

Effects of Deforestation and Fragmentation on Tree Beta Diversity and Endemism Across Landscapes in the Atlantic Forest Biodiversity Hotspot. [PDF]

Glob Chang Biol
Kramer JMF, Zwiener VP, Camana M, de Lima RAF, Müller SC.   +4 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Spatially Informed Feature Selection and Machine Learning in Matrix‐Assisted Laser Desorption/Ionization Imaging for Cohort‐Scale Molecular Tissue Phenomics in Glioblastoma

Advanced Intelligent Discovery, EarlyView.
Matrix‐assisted laser desorption/ionization imaging‐based identification of reliable small molecule markers across heterogeneous glioblastoma cohorts is challenging with intensity‐only methods. We present spatially informed feature selection (SIFS), a spatially informed framework that prioritizes molecules consistently colocalizing with histopathology.
Shad A. Mohammed, Denis Abu Sammour, Dirk C. Hoffmann, Philipp Sievers, Tobias Bausbacher, Melissa Hahn, Yasemin Ucal, Iris Mildenberger, Christiane A. Opitz, Stefan Schmidt, Michael Platten, Oliver Wasenmüller, Wolfgang Wick, Andreas von Deimling, Tobias Kessler, Carsten Hopf   +15 more
wiley   +1 more source

Orchid bee diversity responds positively to forest cover and landscape heterogeneity in the Brazilian Savanna. [PDF]

Oecologia
de Sousa FG, Bergamini LL, Diniz MF, De M Júnior P, Collevatti RG, Silva DP.   +5 more
europepmc   +1 more source

Habitat Loss Shapes Isotopic Niche Responses of a Didelphid Opossum to Fragmentation in Neotropical Semideciduous Dry Forests of Central Brazil. [PDF]

Ecol Evol
de Mattos I, Ribeiro JF, Zimbres B, Nardoto G, Marinho-Filho J.   +4 more
europepmc   +1 more source

Configurational Fragility of Forest Landscapes Under Multiple Anthropic Uses. [PDF]

Ecol Evol
Saraiva-Maia JJO, da Silva MD, Beiroz W, Almeida NV.   +3 more
europepmc   +1 more source

Landscape determinants of human-elephant conflict in Assam, India: insights from two decades of spatial analysis. [PDF]

PeerJ
G AN, Pandey RK, Roy K, Dutta A, Mittal D, Nigam P, Nath A, Habib B.   +7 more
europepmc   +1 more source

Forest fragmentation. [PDF]

, 2000
AbstractForest fragmentation is a pervasive threat to forest ecosystems throughout the world. Reduced overall numbers of individuals, decline in mean population sizes and the separation of forest remnants by non-forest land can affect the main genetic processes of genetic drift, gene flow, selection and mating.
A. G. Young, T. J. Boyle
core   +3 more sources