A scalable cloud-integrated AI platform for real-time optimization of EV charging and resilient microgrid energy management. [PDF]
Singh AR +6 more
europepmc +1 more source
A Comprehensive Assessment and Benchmark Study of Large Atomistic Foundation Models for Phonons
We benchmark six large atomistic foundation models on 2429 crystalline materials for phonon transport properties. The rapid development of universal machine learning potentials (uMLPs) has enabled efficient, accurate predictions of diverse material properties across broad chemical spaces.
Md Zaibul Anam +5 more
wiley +1 more source
From theory to autonomy: a topic modelling study of quantum finance through the lens of Datatopia and TOE. [PDF]
Desu VDSR, Vivek Raj SN.
europepmc +1 more source
Using Bayesian Networks to assess the risk appetite of construction contractors [PDF]
Cattell, David, Love, Peter
core
Topology‐Aware Machine Learning for High‐Throughput Screening of MOFs in C8 Aromatic Separation
We screened 15,335 Computation‐Ready, Experimental Metal–Organic Frameworks (CoRE‐MOFs) using a topology‐aware machine learning (ML) model that integrates structural, chemical, pore‐size, and topological descriptors. Top‐performing MOFs exhibit aromatic‐enriched cavities and open metal sites that enable π–π and C–H···π interactions, serving as ...
Yu Li, Honglin Li, Jialu Li, Wan‐Lu Li
wiley +1 more source
The Impacts of Global Climate Change and Environmental Security on Fruits and Vegetables-A Policy-Technology Nexus Perspective. [PDF]
Wang X, Xing M, Li J, Li B.
europepmc +1 more source
A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley +1 more source
Optimal operation of distributed generation and storage systems in microgrids under real-time pricing using biogeography-based optimization algorithm. [PDF]
Ahmed EM +6 more
europepmc +1 more source
Evolution of Physical Intelligence Across Scales
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu +7 more
wiley +1 more source
Research on intelligent decision support platform for tourism enterprises based on multi-source heterogeneous data fusion. [PDF]
Song M.
europepmc +1 more source

