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
Magnetic Composite Formed by Exsolution for Enhanced Exchange Coupling and Breaking the Permeability-Frequency Limitation. [PDF]
Yuan M, Li B, Cheng HW, Wang X, Che R.
europepmc +1 more source
Establishment of bidirectional communication behavior between natural and artificial cells. The first type of communication from natural dendritic cells to artificial polymeric cells was achieved via ATP release after cell lysis. The released ATP was taken up via gated UV‐controlled permeability increase of the polymeric membrane for performing ...
Ilona Kalte +6 more
wiley +1 more source
Thermal-structural optimization and experimental validation of modified pyramid solar stills using finite element analysis. [PDF]
Kumar RR +6 more
europepmc +1 more source
Experimental and AI-based prediction of a solar air heater with novel recycled interlocking channel fins. [PDF]
M Handawy MK, Maher H, Abdelmotalib HM.
europepmc +1 more source
A high solar cell efficiency of 32%, water-splitting for hydrogen generation, optoelectronics, and super-exchange coupling in Ba<sub>2</sub>MnTiO<sub>6</sub>: a DFT and AIMD study. [PDF]
Malik H +4 more
europepmc +1 more source
Type-II band-engineered infrared detectors: III-V T2SLs, 2D junctions, and mixed-dimensional hybrids. [PDF]
Zhang Y, Su W, Zhou W.
europepmc +1 more source
Topological Insulator Materials for High-Performance Microwave Absorption: A Comprehensive Review on Mechanisms and Design Strategies. [PDF]
Li ZX +6 more
europepmc +1 more source
First principles and machine learning investigation of structural stability and optoelectronic behavior in A<sub>2</sub>GaAgF<sub>6</sub> (A = Na, K, Rb, Cs) double perovskite solar cells. [PDF]
Shimul AI +6 more
europepmc +1 more source
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Dynamics of Water Absorbed in Polyamides
Macromolecules, 2012We investigate the dynamics of water absorbed in amorphous and semicrystalline aromatic polyamide copolymers. The combination of dielectric spectroscopy and quasi-elastic neutron scattering experiments allows us to characterize the water dynamics over a wide range of temperatures (dielectric spectroscopy) and at microscopic length scales (neutron ...
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