Zobrazeno 1 - 10
of 3 985
pro vyhledávání: '"Nguyen The, Cuong"'
Autor:
Nguyen, Viet Cuong, Taher, Mohammad, Hong, Dongwan, Possobom, Vinicius Konkolics, Gopalakrishnan, Vibha Thirunellayi, Raj, Ekta, Li, Zihang, Soled, Heather J., Birnbaum, Michael L., Kumar, Srijan, De Choudhury, Munmun
The rapid evolution of Large Language Models (LLMs) offers promising potential to alleviate the global scarcity of mental health professionals. However, LLMs' alignment with essential mental health counseling competencies remains understudied. We int
Externí odkaz:
http://arxiv.org/abs/2410.22446
Autor:
Nguyen, Ngoc Cuong
We present a generative reduced basis (RB) approach to construct reduced order models for parametrized partial differential equations. Central to this approach is the construction of generative RB spaces that provide rapidly convergent approximations
Externí odkaz:
http://arxiv.org/abs/2410.05139
Autor:
Nguyen, Ngoc Cuong
We present novel model reduction methods for rapid solution of parametrized nonlinear partial differential equations (PDEs) in real-time or many-query contexts. Our approach combines reduced basis (RB) space for rapidly convergent approximation of th
Externí odkaz:
http://arxiv.org/abs/2410.02100
Autor:
Nguyen, Ngoc Cuong
We present a model reduction approach for the real-time solution of time-dependent nonlinear partial differential equations (PDEs) with parametric dependencies. The approach integrates several ingredients to develop efficient and accurate reduced-ord
Externí odkaz:
http://arxiv.org/abs/2410.02093
Autor:
Ahn, Hyunsoo, Nguyen, Ngoc Cuong
We obtain the convergence speed for Fekete points on uniformly polynomially cuspidal compact sets introduced by Pawlucki and Ple\'sniak. This is done by showing that these sets are $(\mathscr{C}^{\alpha}, \mathscr{C}^{\alpha'})$-regular in the sense
Externí odkaz:
http://arxiv.org/abs/2408.03053
We prove that the Dirichlet problem for the complex Hessian equation has the H\"older continuous solution provided it has a subsolution with this property. Compared to the previous result of Benali-Zeriahi and Charabati-Zeriahi we remove the assumpti
Externí odkaz:
http://arxiv.org/abs/2407.13130
Autor:
Nguyen, Viet Cuong, Jain, Mini, Chauhan, Abhijat, Soled, Heather Jaime, Lesmes, Santiago Alvarez, Li, Zihang, Birnbaum, Michael L., Tang, Sunny X., Kumar, Srijan, De Choudhury, Munmun
Over one in five adults in the US lives with a mental illness. In the face of a shortage of mental health professionals and offline resources, online short-form video content has grown to serve as a crucial conduit for disseminating mental health hel
Externí odkaz:
http://arxiv.org/abs/2407.02662
Autor:
Nguyen, Ngoc Cuong, Sema, Dionysios
The development of interatomic potentials that can accurately capture a wide range of physical phenomena and diverse environments is of significant interest, but it presents a formidable challenge. This challenge arises from the numerous structural f
Externí odkaz:
http://arxiv.org/abs/2405.00306
The rapid advancement of large language models (LLMs) necessitates the development of new benchmarks to accurately assess their capabilities. To address this need for Vietnamese, this work aims to introduce ViLLM-Eval, the comprehensive evaluation su
Externí odkaz:
http://arxiv.org/abs/2404.11086
Existing approaches towards anomaly detection~(AD) often rely on a substantial amount of anomaly-free data to train representation and density models. However, large anomaly-free datasets may not always be available before the inference stage; in whi
Externí odkaz:
http://arxiv.org/abs/2402.18998