Zobrazeno 1 - 10
of 3 610
pro vyhledávání: '"Rodríguez, Juan P."'
Autor:
Rodriguez, Juan A., Botzer, Nicholas, Vazquez, David, Pal, Christopher, Pedersoli, Marco, Laradji, Issam
In today's digitally driven world, dialogue systems play a pivotal role in enhancing user interactions, from customer service to virtual assistants. In these dialogues, it is important to identify user's goals automatically to resolve their needs pro
Externí odkaz:
http://arxiv.org/abs/2411.10670
The action of the subgroup $\operatorname{G}_2$ of $\operatorname{SO}(7)$ (resp.\ $\operatorname{Spin}(7)$ of $\operatorname{SO}(8)$) on the Grassmannian space $M=\frac{\operatorname{SO}(7)}{\operatorname{SO}(5)\times\operatorname{SO}(2)}$ (resp.\ $M
Externí odkaz:
http://arxiv.org/abs/2411.06886
Random Forest (RF) and Gradient Boosting Regression Trees (GBRT) regression models along with three cheminformatics data sets (RDkit, Mordred, Morgan) have been used to predict the power conversion efficiency (PCE) of organic solar cells (OSCs). The
Externí odkaz:
http://arxiv.org/abs/2410.23444
Property inheritance -- a phenomenon where novel properties are projected from higher level categories (e.g., birds) to lower level ones (e.g., sparrows) -- provides a unique window into how humans organize and deploy conceptual knowledge. It is deba
Externí odkaz:
http://arxiv.org/abs/2410.22590
Autor:
Aguilar, Daniel Garcia, DeHay, Logan, Aquino, Jahn, Jensen, Erik, Rodriguez, Juan, Narimani, Mohammad Rasoul, Carpitella, Silvia, Sedghisigarchi, Kourosh, Jia, Xudong
This paper examines the impact of electric vehicle (EV) charging stations on the capacity of distribution feeders and transformers within the electric grid at California State University Northridge (CSUN). With the increasing adoption of both residen
Externí odkaz:
http://arxiv.org/abs/2409.12876
Autor:
Sprague, Zayne, Yin, Fangcong, Rodriguez, Juan Diego, Jiang, Dongwei, Wadhwa, Manya, Singhal, Prasann, Zhao, Xinyu, Ye, Xi, Mahowald, Kyle, Durrett, Greg
Chain-of-thought (CoT) via prompting is the de facto method for eliciting reasoning capabilities from large language models (LLMs). But for what kinds of tasks is this extra ``thinking'' really helpful? To analyze this, we conducted a quantitative me
Externí odkaz:
http://arxiv.org/abs/2409.12183
Autor:
Sahu, Gaurav, Puri, Abhay, Rodriguez, Juan, Abaskohi, Amirhossein, Chegini, Mohammad, Drouin, Alexandre, Taslakian, Perouz, Zantedeschi, Valentina, Lacoste, Alexandre, Vazquez, David, Chapados, Nicolas, Pal, Christopher, Mudumba, Sai Rajeswar, Laradji, Issam Hadj
Data analytics is essential for extracting valuable insights from data that can assist organizations in making effective decisions. We introduce InsightBench, a benchmark dataset with three key features. First, it consists of 100 datasets representin
Externí odkaz:
http://arxiv.org/abs/2407.06423
We introduce a machine learning (ML) supervised model function that is inspired by the variational principle of physics. This ML hypothesis evolutionary method, termed ML-Omega, allows us to go from data to differential equation(s) underlying the phy
Externí odkaz:
http://arxiv.org/abs/2405.18417
Autor:
Rojas, Otilio, Monterrubio-Velasco, Marisol, Rodriguez, Juan E., Callaghan, Scott, Abril, Claudia, Holldorson, Benedikt, Kowsari, Milad, Bayat, Farnaz, Olsen, Kim, Gabriel, Alice-Agnes, de la Puente, Josep
CyberShake (CS) is a high-performance computing workflow for Probabilistic Seismic Hazard Assessment (PSHA) developed by the Statewide California Earthquake Center. Here, we employ CS to generate a set of 2103 fault ruptures and simulate the correspo
Externí odkaz:
http://arxiv.org/abs/2404.01533
Publikováno v:
Electric Power Systems Research, Volume 213, 108701, december 2022
The great expansion in offshore power plants is raising the concern regarding the cumulative effect of the electromagnetic field emissions caused by submarine power cables. In this sense, owners are required to predict these emissions during the perm
Externí odkaz:
http://arxiv.org/abs/2401.13312