Dynamics of the Cavity Radiation of a Correlated Emis-sion Laser Coupled to a Two-Mode Thermal Reservoir

In this paper, the quantum properties of the cavity light beam produced by a coherently driven nondegenerate three-level laser with an open cavity and coupled to a two-mode thermal reservoir are thoroughly analyzed. We have carried out our analysis by putting the noise operators associated with the thermal reservoir in normal order. Here we discussed more the effect of thermal light and the spontaneous emission on the dynamics of the quantum processes. It is found that the maximum degree of intracavity squeezing 43% below the vacuum-state level. Moreover, the presence of thermal light leads to decrease the degree of entanglement.

Thermalization in large-N CFTs

In d-dimensional CFTs with a large number of degrees of freedom an important set of operators consists of the stress tensor and its products, multi stress tensors. Thermalization of such operators, the equality between their expectation values in heavy states and at finite temperature, is equivalent to a universal behavior of their OPE coefficients with a pair of identical heavy operators. We verify this behavior in a number of examples which include holographic and free CFTs and provide a bootstrap argument for the general case. In a free CFT we check the thermalization of multi stress tensor operators directly and also confirm the equality between the contributions of multi stress tensors to heavy-heavy-light-light correlators and to the corresponding thermal light-light two-point functions by disentangling the contributions of other light operators. Unlike multi stress tensors, these light operators violate the Eigenstate Thermalization Hypothesis and do not thermalize.

Al-enabled, implantable, multichannel wireless telemetry for photodynamic therapy

Photodynamic therapy (PDT) is an alternative method for treating cancers, and its outcomes are highly dependent on light delivery to tumor cells to activate a photosensitizer. Existing approaches paired with advances in wireless technologies enable remote delivery of light to tumors but suffer from poor spatiotemporal resolution due to inabilities to minimize oxygen depletion in a tumor. Here, we introduce AI-informed low-power wireless telemetry with an integrated thermal/light simulation platform that bypasses all constraints above. The simulator leads to the optimized combination of wavelengths and light sources, and AI-assisted wireless telemetry uses the parameters from the simulator to enable adequate illumination of tumors through high-throughput (< 20 mice) and multi-wavelength operation. They establish a range of guidelines for effective PDT regimen design. Hypericin and Foscan mediated PDT demonstrated substantial suppression of tumor growth, suggesting that the proposed platform provides the potential for widespread use in fundamental research and/or clinical settings.