When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
Emergy evaluation of ecological sustainability in Cananguchales (Mauritia flexuosa): A biocountable approach in the Amazonian foothills. [PDF]
Balanta Martínez VJ +2 more
europepmc +1 more source
Materials informatics and autonomous experimentation are transforming the discovery of organic molecular crystals. This review presents an integrated molecule–crystal–function–optimization workflow combining machine learning, crystal structure prediction, and Bayesian optimization with robotic platforms.
Takuya Taniguchi +2 more
wiley +1 more source
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
Artificial intelligence is transforming the discovery of functional materials by linking synthesis, characterization, simulation, and design in unified workflows. Advances in machine learning, autonomous experimentation, and foundation models are accelerating innovation across energy, electronics, and biomedicine, while revealing new frontiers for ...
Cristiano Malica +38 more
wiley +1 more source
Ecosystem Service-Based Deconstruction of Ancient Tree Values: Implications for Biodiversity Conservation and Socio-Ecological Management. [PDF]
Han Y +6 more
europepmc +1 more source
Behaviorally Adaptive and Inclusive Advanced Driver‐Assistance Systems
Advanced driver‐assistance systems (ADASs) are mapped as evolving human‐centered, adaptive technologies linking sensing, driver monitoring, AR/HUD interfaces, patents, regulation, and inclusive design. The review identifies gaps in real‐world evidence, diverse‐driver validation, gaze metrics, and governance, outlining a roadmap for safer, behaviorally ...
Jana Skirnewskaja +2 more
wiley +1 more source
Nature-Positive for Industrial Facilities: An Environmental Management Framework for Biodiversity Stewardship. [PDF]
Martín-Méndez Á +2 more
europepmc +1 more source
The Necessity and Feasibility of Implementing Regenerative Practices in Pasture-Based Beef Cattle Farming. [PDF]
Szabó F, Holló G.
europepmc +1 more source
Vaginal Ecosystem During Gestation and Puerperium: Microbiota, Dysbiosis, Infection and Fetal-Maternal Implications. [PDF]
Braga A +8 more
europepmc +1 more source

