Data‐Driven Materials Science for Energy‐Sustainable Applications
Data‐driven approaches powered by artificial intelligence are transforming materials discovery for energy sustainability. This review examines how auto‐generated high‐quality materials databases and domain‐specific language models accelerate research in photovoltaics, thermoelectrics, batteries and magnetic materials. Applications involve extraction of
Jacqueline M. Cole
wiley +1 more source
Department of Applied Mathematics and Statistics Newsletter, September 8, 2025
Newsletter of the Department of Applied Mathematics and Statistics at Colorado School of ...
core
Reimagining inclusive mathematics education in Ghana through ethnomathematics. [PDF]
Asare B.
europepmc +1 more source
Specific ortho‐halogenation transforms crystalline TADF emitters into efficient organic scintillators. Fluorine reduces the effective singlet–triplet separation, while chlorine combines near‐degenerate excited states with vibrational modulation of spin–orbit coupling.
Illia E. Serdiuk +8 more
wiley +1 more source
Customized dimetric dimension method for optimized attribute reduction with applications in uncertain clinical information systems. [PDF]
Anitha K +3 more
europepmc +1 more source
Adsorption‐Engineered Hydrocarbon Ionomers for Durable Proton‐Exchange Membrane Fuel Cells
Hydrocarbon ionomers suffer from oxidation‐driven interfacial degradation in PEM fuel cell cathodes, leading to catalyst instability. Here, adsorption‐engineered poly(fluorene) ionomers decouple interfacial anchoring from oxidative degradation, enabling strong catalyst–ionomer interactions while resisting electrochemical oxidation.
Heemin Park +14 more
wiley +1 more source
High-accuracy pseudospectral scheme for fractional diffusion-wave problems based on cardinal functions. [PDF]
Saray BN +5 more
europepmc +1 more source
Confinement‐Induced Donnan Potential Enables Sealed Hydrovoltaic Power From Microliter Water
An ultrathin MXene/cellulose nanofiber (CNF) nanochannel‐based hydrovoltaic generator produces sustained direct current (DC) from a single microliter droplet under sealed operation. Asymmetric nanochannel confinement establishes a persistent ion gradient and a confinement‐induced Donnan potential, harvesting the interfacial free energy released upon ...
Sangyun Na +10 more
wiley +1 more source
Department of Applied Mathematics and Statistics Newsletter, November 24, 2025
Newsletter of the Department of Applied Mathematics and Statistics at Colorado School of ...
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Can project-based learning improve students' mathematics learning outcomes: a three-level meta-analysis. [PDF]
Wang C, Zhang W, Cheng J.
europepmc +1 more source

