Physics‐Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Physics‐Grounded Materials AI (PhysMat AI) integrates physical priors, descriptors, constraints, verification, and data infrastructure into a unified full‐stack framework, enabling reliable, interpretable, and autonomous AI‐driven materials discovery.
Yuhang Wang +3 more
wiley +1 more source
Coordinated charging of EV fleets in community parking lots to maximize benefits using a three-stage energy management system. [PDF]
Chandra I +4 more
europepmc +1 more source
A removable sacrificial polymer layer engineers the thermal boundary condition during nanosecond laser ablation of PET, suppressing heat‐affected‐zone formation without relying on costly ultrafast lasers. This strategy enables deep, high‐aspect‐ratio trenches with no detectable heat‐affected zone, templating silver‐filled mesh electrodes with record ...
Mehdi Zarei +3 more
wiley +1 more source
State-of-the-art and real-time implementation of an IoT-based home energy management system for a cluster of dwellings. [PDF]
Ramachandra N, Natarajan R.
europepmc +1 more source
Home Energy Management System Incorporating Heat Pump Using Real Measured Data. [PDF]
Cao Z, O'Rourke F, Lyons W, Han X.
europepmc +1 more source
Nitride MXenes remain constrained by a persistent gap between computational prediction and experimental realization. This Review identifies the thermodynamic, kinetic, and chemical barriers limiting their synthesis, critically evaluates emerging fabrication routes, and proposes a multidimensional computational‐experimental framework to accelerate the ...
Naresh Varnakavi, Masoud Soroush
wiley +1 more source
Energy management system for multi interconnected microgrids during grid connected and autonomous operation modes considering load management. [PDF]
Shaker HK, Keshta HE, Mosa MA, Ali AA.
europepmc +1 more source
Biodegradable 3D‐Printable and Coatable Antifouling Composites for Marine Applications
Marine biofouling damages submerged surfaces and raises greenhouse gas emissions. Biodegradable antifouling biocomposites were developed by hot‐mixing beeswax, Tween 80, and calcium stearate or stearic acid. Adjusting the component ratio enables processing via hot‐pressing, 3D‐printing, or dip‐coating.
Gabriele Corigliano +17 more
wiley +1 more source
Designing a multi-objective energy management system in multiple interconnected water and power microgrids based on the MOPSO algorithm. [PDF]
Alkuhayli A +5 more
europepmc +1 more source
A Multi-Objective Demand Response Optimization Model for Scheduling Loads in a Home Energy Management System. [PDF]
Veras JM +6 more
europepmc +1 more source

