output
19952026
most citedKnowledge-Defined Networking

353 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2023Show all

5 papers · 1 filter

cs.LG2023★ 1 cited

RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels

Alexander Shmakov, Avisek Naug, Vineet Gundecha +5

Bayesian Optimization (BO), guided by Gaussian process (GP) surrogates, has proven to be an invaluable technique for efficient, high-dimensional, black-box optimization, a critical…

cs.LG2023★ 2 cited

PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability

Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez +8

The increasing global emphasis on sustainability and reducing carbon emissions is pushing governments and corporations to rethink their approach to data center design and operation…

physics.optics2023★ 10 cited

Interpretable inverse-designed cavity for on-chip nonlinear and quantum optics

Zhetao Jia, Wayesh Qarony, Jagang Park +9

Inverse design is a powerful tool in wave-physics and in particular in photonics for compact, high-performance devices. To date, applications have mostly been limited to linear sys…

hep-th2023★ 20 cited

The Schwinger-Keldysh Coset Construction

Can Onur Akyuz, Garrett Goon, Riccardo Penco

The coset construction is a tool for systematically building low energy effective actions for Nambu-Goldstone modes. This technique is typically used to compute time-ordered correl…

cs.DC2023★ 75 cited

brainlife.io: A decentralized and open source cloud platform to support neuroscience research

Soichi Hayashi, Bradley A. Caron, Anibal Sólon Heinsfeld +61

Neuroscience research has expanded dramatically over the past 30 years by advancing standardization and tool development to support rigor and transparency. Consequently, the comple…