Zobrazeno 1 - 10
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pro vyhledávání: '"Gorantla A"'
Publikováno v:
Proceedings on Engineering Sciences, Vol 6, Pp 1865-1870 (2024)
The main aim of this paper is to develop a system which enables the sharing of excess power generated by the solar panels to maximize the use of renewa-ble energy sources and reduce the reliance on traditional power grids. The monitoring system colle
Externí odkaz:
https://doaj.org/article/09f79ce7d5de4ae8ab42cd7325c3b8b3
Gapped fracton phases constitute a new class of quantum states of matter which connects to topological orders but does not fit easily into existing paradigms. They host unconventional features such as sub-extensive and robust ground state degeneracie
Externí odkaz:
http://arxiv.org/abs/2409.18206
Autor:
Gorantla, Pranay, Huang, Tzu-Chen
We propose and analyze a deformation of the 3+1d lattice $\mathbb Z_2$ gauge theory that preserves the non-invertible Wegner duality symmetry at the self-dual point. We identify a frustration-free point along this deformation where there are nine exa
Externí odkaz:
http://arxiv.org/abs/2409.10612
Autor:
Kapkiç, Ahmet, Mandal, Pratanu, Wan, Shu, Sheth, Paras, Gorantla, Abhinav, Choi, Yoonhyuk, Liu, Huan, Candan, K. Selçuk
While witnessing the exceptional success of machine learning (ML) technologies in many applications, users are starting to notice a critical shortcoming of ML: correlation is a poor substitute for causation. The conventional way to discover causal re
Externí odkaz:
http://arxiv.org/abs/2409.08419
Autor:
Nauck, Christian, Gorantla, Rohan, Lindner, Michael, Schürholt, Konstantin, Mey, Antonia S. J. S., Hellmann, Frank
The geometry of a graph is encoded in dynamical processes on the graph. Many graph neural network (GNN) architectures are inspired by such dynamical systems, typically based on the graph Laplacian. Here, we introduce Dirac--Bianconi GNNs (DBGNNs), wh
Externí odkaz:
http://arxiv.org/abs/2407.12419
Tensor networks provide a natural language for non-invertible symmetries in general Hamiltonian lattice models. We use ZX-diagrams, which are tensor network presentations of quantum circuits, to define a non-invertible operator implementing the Wegne
Externí odkaz:
http://arxiv.org/abs/2406.12978
Autor:
Gorantla, Sruthi, Ahmadian, Sara
We investigate the problem of probably approximately correct and fair (PACF) ranking of items by adaptively evoking pairwise comparisons. Given a set of $n$ items that belong to disjoint groups, our goal is to find an $(\epsilon, \delta)$-PACF-Rankin
Externí odkaz:
http://arxiv.org/abs/2402.03252
Autor:
VenkataKeerthy, S., Jain, Siddharth, Kalvakuntla, Umesh, Gorantla, Pranav Sai, Chitale, Rajiv Shailesh, Brevdo, Eugene, Cohen, Albert, Trofin, Mircea, Upadrasta, Ramakrishna
There is a growing interest in enhancing compiler optimizations with ML models, yet interactions between compilers and ML frameworks remain challenging. Some optimizations require tightly coupled models and compiler internals,raising issues with modu
Externí odkaz:
http://arxiv.org/abs/2311.10800
Surround-view fisheye cameras are commonly used for near-field sensing in automated driving scenarios, including urban driving and auto valet parking. Four fisheye cameras, one on each side, are sufficient to cover 360{\deg} around the vehicle captur
Externí odkaz:
http://arxiv.org/abs/2310.12997
Autor:
Lindsay A. Edwards, Christina Yang, Surbhi Sharma, Zih-Hua Chen, Lahari Gorantla, Sanika A. Joshi, Nicolas J. Longhi, Nahom Worku, Jamie S. Yang, Brandy Martinez Di Pietro, Saro Armenian, Aarti Bhat, William Border, Sujatha Buddhe, Nancy Blythe, Kayla Stratton, Kasey J. Leger, Wendy M. Leisenring, Lillian R. Meacham, Paul C. Nathan, Shanti Narasimhan, Ritu Sachdeva, Karim Sadak, Eric J. Chow, Patrick M. Boyle
Publikováno v:
Cardio-Oncology, Vol 10, Iss 1, Pp 1-11 (2024)
Abstract Background Despite routine echocardiographic surveillance for childhood cancer survivors, the ability to predict cardiomyopathy risk in individual patients is limited. We explored the feasibility and optimal processes for machine learning-en
Externí odkaz:
https://doaj.org/article/2fd2fd6531fc453293a64ff92486b978