Personalized Dose Guidance using Safe Bayesian Optimization

Kavli Affiliate: Francis J. Doyle | First 5 Authors: Dinesh Krishnamoorthy, Francis J. Doyle III, , , | Summary: This work considers the problem of personalized dose guidance using Bayesian optimization that learns the optimum drug dose tailored to each individual, thus improving therapeutic outcomes. Safe learning using interior point method ensures patient safety with […]


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Observation of Negative Surface and Interface Energies of Quantum Dots

Kavli Affiliate: Paul Alivisatos | First 5 Authors: Jason J. Calvin, Amanda S. Brewer, Michelle F. Crook, Tierni M. Kaufman, A. Paul Alivisatos | Summary: Surface energy is a fundamental property of materials and is particularly important in describing nanomaterials where atoms or molecules at the surface constitute a large fraction of the material. Traditionally, […]


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Few-shot Image Generation via Masked Discrimination

Kavli Affiliate: Jiansheng Chen | First 5 Authors: Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan, | Summary: Few-shot image generation aims to generate images of high quality and great diversity with limited data. However, it is difficult for modern GANs to avoid overfitting when trained on only a few images. The discriminator can easily […]


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Electro-optic transduction in silicon via GHz-frequency nanomechanics

Kavli Affiliate: Mohammad Mirhosseini | First 5 Authors: Han Zhao, Alkim Bozkurt, Mohammad Mirhosseini, , | Summary: Interfacing electronics with optical fiber networks is key to the long-distance transfer of classical and quantum information. Piezo-optomechanical transducers enable such interfaces by using GHz-frequency acoustic vibrations as mediators for converting microwave photons to optical photons via the […]


Continue.. Electro-optic transduction in silicon via GHz-frequency nanomechanics

Electro-optic transduction in silicon via GHz-frequency nanomechanics

Kavli Affiliate: Mohammad Mirhosseini | First 5 Authors: Han Zhao, Alkim Bozkurt, Mohammad Mirhosseini, , | Summary: Interfacing electronics with optical fiber networks is key to the long-distance transfer of classical and quantum information. Piezo-optomechanical transducers enable such interfaces by using GHz-frequency acoustic vibrations as mediators for converting microwave photons to optical photons via the […]


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Vibration characteristics of a continuously rotating superconducting magnetic bearing and potential influence to TES and SQUID

Kavli Affiliate: Nobuhiko Katayama | First 5 Authors: Shinya Sugiyama, Tommaso Ghigna, Yurika Hoshino, Nobuhiko Katayama, Satoru Katsuda | Summary: We measured the vibration of a prototype superconducting magnetic bearing (SMB) operating at liquid nitrogen temperature. This prototype system was designed as a breadboard model for LiteBIRD low-frequency telescope (LFT) polarization modulator unit. We set […]


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Analysis of the gradient for the stochastic fractional heat equation with spatially-colored noise in $mathbb R^d$

Kavli Affiliate: Ran Wang | First 5 Authors: Ran Wang, , , , | Summary: Consider the stochastic partial differential equation $$ frac{partial }{partial t}u_t(mathbf{x})= -(-Delta)^{frac{alpha}{2}}u_t(mathbf{x}) +bleft(u_t(mathbf{x})right)+sigmaleft(u_t(mathbf{x})right) dot F(t, mathbf{x}), tge0, mathbf{x}in mathbb R^d, $$ where $-(-Delta)^{frac{alpha}{2}}$ denotes the fractional Laplacian with the power $alpha/2in (1/2,1]$, and the driving noise $dot F$ is a centered […]


Continue.. Analysis of the gradient for the stochastic fractional heat equation with spatially-colored noise in $mathbb R^d$