Vishu Gupta - Publications, H-index & Citations

Vishu Gupta

northwestern university

13H指数

60论文数

799被引数

收录论文 14

发表时间

Evaluating large language models for inverse semiconductor design 评估用于逆向半导体设计的大型语言模型

Digital Discovery

IF5.6

2026-01-30

OAAI

Muhammed Nur Talha Kilic; Daniel Wines; Kamal Choudhary; Vishu Gupta; Youjia Li; Sayak Chakrabarty; Wei-Keng Liao; Alok Choudhary; Ankit Agrawal

Comprehensive Curation and Harmonization of Small-Molecule MS/MS Libraries in Spectraverse

Analytical Chemistry

IF6.7

2026-01-25

OAAI

Vishu Gupta; Hantao Qiang; Hsin-Hsiang Chung; Ehud Herbst; Michael A. Skinnider

Predicting Lattice Parameters from Atomic-Scale Images of Two Dimensional Materials Using Deep Learning

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2025-12-01

PREAI

Chakrabarty, Sayak; Choudhary, Kamal; Wines, Daniel; Li, Youjia; Gupta, Vishu; Kilic, Muhammed Nur Talha; Choudhary, Alok; Agrawal, Ankit

Hybrid-LLM-GNN: integrating large language models and graph neural networks for enhanced materials property prediction

DIGITAL DISCOVERY

IF5.6

2025-01-01

OAAI

Li, Youjia; Gupta, Vishu; Kilic, Muhammed Nur Talha; Choudhary, Kamal; Wines, Daniel; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit

XElemNet: towards explainable AI for deep neural networks in materials science

SCIENTIFIC REPORTS

IF3.9

2024-10-24

OAAI

Wang, Kewei; Gupta, Vishu; Lee, Claire Songhyun; Mao, Yuwei; Kilic, Muhammed Nur Talha; Li, Youjia; Huang, Zanhua; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit

JARVIS-Leaderboard: a large scale benchmark of materials design methods

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-05-07

OAAI

Choudhary, Kamal; Wines, Daniel; Li, Kangming; Garrity, Kevin F.; Gupta, Vishu; Romero, Aldo H.; Krogel, Jaron T.; Saritas, Kayahan; Fuhr, Addis; Ganesh, Panchapakesan; Kent, Paul R. C.; Yan, Keqiang; Lin, Yuchao; Ji, Shuiwang; Blaiszik, Ben; Reiser, Patrick; Friederich, Pascal; Agrawal, Ankit; Tiwary, Pratyush; Beyerle, Eric; Minch, Peter; Rhone, Trevor David; Takeuchi, Ichiro; Wexler, Robert B.; Mannodi-Kanakkithodi, Arun; Ertekin, Elif; Mishra, Avanish; Mathew, Nithin; Wood, Mitchell; Rohskopf, Andrew Dale; Hattrick-Simpers, Jason; Wang, Shih-Han; Achenie, Luke E. K.; Xin, Hongliang; Williams, Maureen; Biacchi, Adam J.; Tavazza, Francesca

Simultaneously improving accuracy and computational cost under parametric constraints in materials property prediction tasks

JOURNAL OF CHEMINFORMATICS

IF5.7

2024-02-16

OAAI

Gupta, Vishu; Li, Youjia; Peltekian, Alec; Kilic, Muhammed Nur Talha; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit

Structure-aware graph neural network based deep transfer learning framework for enhanced predictive analytics on diverse materials datasets

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-01-02

OAAI

Gupta, Vishu; Choudhary, Kamal; Decost, Brian; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit

An AI-driven microstructure optimization framework for elastic properties of titanium beyond cubic crystal systems

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-06-23

OAAI

Mao, Yuwei; Hasan, Mahmudul; Paul, Arindam; Gupta, Vishu; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei-keng; Choudhary, Alok; Acar, Pinar; Agrawal, Ankit

Improving deep learning model performance under parametric constraints for materials informatics applications

SCIENTIFIC REPORTS

IF3.9

2023-06-05

OAAI

Gupta, Vishu; Peltekian, Alec; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit

MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2023-03-27

OAAI

Gupta, Vishu; Choudhary, Kamal; Mao, Yuwei; Wang, Kewei; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit