Valentin G. Stanev

11 papers B 1C 1Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rapid analysis of point-contact Andreev reflection spectra via machine learning with adaptive data augmentation. CoRR Dongik Lee, Valentin G. Stanev, Xiaohang Zhang, Mijeong Kang, Ichiro Takeuchi, Seunghun Lee
2025	B	`conf`	Topic Modeling and Link-Prediction for Material Property Discovery. DocEng Ryan C. Barron, Maksim Ekin Eren, Valentin G. Stanev, Cynthia Matuszek, Boian S. Alexandrov
2025	J	`jnl`	Topic Modeling and Link-Prediction for Material Property Discovery. CoRR Ryan Barron, Maksim Ekin Eren, Valentin G. Stanev, Cynthia Matuszek, Boian S. Alexandrov
2024	J	`jnl`	HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning. CoRR Manish Bhattarai, Ryan Barron, Maksim Ekin Eren, Minh Vu, Ves Grantcharov, Ismael Boureima, Valentin G. Stanev, Cynthia Matuszek, Vladimir I. Valtchinov, Kim Ø. Rasmussen, Boian S. Alexandrov
2022	J	`jnl`	Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization. CoRR Valentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov
2021	J	`jnl`	Finding the Number of Latent Topics With Semantic Non-Negative Matrix Factorization. IEEE Access Raviteja Vangara, Manish Bhattarai, Erik Skau, Gopinath Chennupati, Hristo N. Djidjev, Thomas Tierney, James P. Smith, Valentin G. Stanev, Boian S. Alexandrov
2021	—	`conf`	Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization. LSSC Valentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov
2020	C	`conf`	Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic Modeling. ICMLA Raviteja Vangara, Erik Skau, Gopinath Chennupati, Hristo N. Djidjev, Thomas Tierney, James P. Smith, Manish Bhattarai, Valentin G. Stanev, Boian S. Alexandrov
2019	J	`jnl`	Nonnegative tensor decomposition with custom clustering for microphase separation of block copolymers. Stat. Anal. Data Min. Boian S. Alexandrov, Valentin G. Stanev, Velimir V. Vesselinov, Kim Ø. Rasmussen
2016	J	`jnl`	Machine learning approach for identification of release sources in advection-diffusion systems. CoRR Valentin G. Stanev, Filip L. Iliev, Velimir V. Vesselinov, Boian S. Alexandrov
2016	J	`jnl`	Sources identification using shifted non-negative matrix factorization combined with semi-supervised clustering. CoRR Filip L. Iliev, Valentin G. Stanev, Velimir V. Vesselinov, Boian S. Alexandrov