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- California Institute of TechnologyUS75 papers
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23 papers · 1 filter
An FPGA-based Timing and Control System for the Dynamic Compression Sector
Shefali Saxena, Daniel R. Paskvan, Nicholas R. Weir +1
A field programmable gate array (FPGA) based timing and trigger control system has been developed for the Dynamic Compression Sector (DCS) user facility located at the Advanced Pho…
Phase Transitions in High Purity Zr Under Dynamic Compression
C. W. Greeff, J. Brown, N. Velisavljevic +1
We present results from ramp compression experiments on high-purity Zr that show the , , as well as reverse phase transitions. Simu…
On the Stochastic Stability of Deep Markov Models
Ján Drgoňa, Sayak Mukherjee, Jiaxin Zhang +2
Deep Markov models (DMM) are generative models that are scalable and expressive generalization of Markov models for representation, learning, and inference problems. However, the f…
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
We consider the problem of black-box multi-objective optimization (MOO) using expensive function evaluations (also referred to as experiments), where the goal is to approximate the…
Progenitor and Close-In Circumstellar Medium of Type II Supernova 2020fqv from High-Cadence Photometry and Ultra-Rapid UV Spectroscopy
Samaporn Tinyanont, Ryan Ridden-Harper, Ryan Foley +35
We present observations of SN 2020fqv, a Virgo-cluster Type II core-collapse supernova (CCSN) with a high temporal resolution light curve from the Transiting Exoplanet Survey Satel…
Reinforcement Learning based Proactive Control for Transmission Grid Resilience to Wildfire
Salah U. Kadir, Subir Majumder, Ajay D. Chhokra +4
Power grid operation subject to an extreme event requires decision-making by human operators under stressful condition with high cognitive load. Decision support under adverse dyna…