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Abstract: Physics-informed neural networks (PINNs) have recently been utilized to tackle wave equation-based forward and inverse problems. However, they encounter challenges in accurately predicting ...

Abstract: Two-dimensional (2D) materials possess exceptional electrical, mechanical, thermal, and optical properties, making them widely applicable in fields of electronics, energy, optoelectronics, ...

Nature speaks to theoretical physicists to explore the real theories that inspired the hit series. Warning: contains spoilers ...