Results 251 to 260 of about 91,435 (306)

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

Energetically expensive dynamo action in Earth's basal magma ocean. [PDF]

Proc Natl Acad Sci U S A
Schaeffer N, Labrosse S, Aurnou JM.
europepmc   +1 more source

Autonomous AI‐Driven Design for Skin Product Formulations

Advanced Intelligent Discovery, EarlyView.
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang, Yongrui Xiao, Chunlin Chen, Dimitrios Tsaoulidis, Kai Yang, Tao Chen   +5 more
wiley   +1 more source

Seasonal shifts in pan-Arctic Ocean downward radiation and key drivers. [PDF]

iScience
Liu Y, Li H, He Y, Liu Y.
europepmc   +1 more source

Accelerating Discovery of Organic Molecular Crystals via Materials Informatics and Autonomous Experiments

Advanced Intelligent Discovery, EarlyView.
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, Kazuki Ishizaki, Ryo Fukasawa   +2 more
wiley   +1 more source

Integrated spherical phase change modules in concrete roofs enhance thermal performance in hot climates. [PDF]

Sci Rep
Huluka AB, Muthulingam S.
europepmc   +1 more source

Scalable Platform Enabling Reservoir Computing With Nanoporous Oxide Memristors for Image Recognition and Time Series Prediction

Advanced Intelligent Systems, EarlyView.
The approach of physical in materia computing incorporates parallel computing within the medium itself. A scalable and energy‐efficient, oxide‐based computational platform is realized in form of a nanoporous network of volatile niobium oxide memristors sandwiched between top and bottom metallic electrodes, and then tested for prediction and ...
Joshua Donald, Ben A. Johnson, Amir Mehrnejat, Alex Gabbitas, Arthur G. T. Coveney, Alexander G. Balanov, Sergey Savel’ev, Pavel Borisov   +7 more
wiley   +1 more source

Research on the thermal performance of wall insulation materials and their impact on energy consumption in nearly zero-energy buildings. [PDF]

PLoS One
Xu J, Zhu Y, Gao Y, Qin R.
europepmc   +1 more source

Thermal management of lithium-ion batteries: from single cooling to hybrid cooling. [PDF]

RSC Adv
Qianqian Z, Wei Z, Siyang W, Xufei Y, Guanglin L, Dongliang S, Bo Y.   +6 more
europepmc   +1 more source

Theoretical and Experimental Studies of Permeate Fluxes in Double-Flow Direct-Contact Membrane Distillation (DCMD) Modules with Internal Recycle. [PDF]

Membranes (Basel)
Ho CD, Li CY, Chew TL, Lin YT.
europepmc   +1 more source