Tianyi Zhang - Publications, H-index & Citations

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Tianyi Zhang

purdue university

22H-index

133Paper Count

6.6KCitation Count

Published Papers 8

Publication Date

ALL-FEM: Agentic Large Language Models fine-tuned for finite element methods

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-04-21

PREAI

Rushikesh Deotale; Adithya Srinivasan; Mahmoud Golestanian; Yuan Tian; Tianyi Zhang; Pavlos Vlachos; Hector Gomez

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Precise discrimination of basalt tectonic settings via dual-stream model with geochemical element matrix and series learning

CHEMICAL GEOLOGY

IF3.6

2025-06-05

PREAI

Wu, Shuzhao; Jing, Changfeng; Yao, Sheng; Zhang, Tianyi; Xu, Gaoran; Gong, Shuhui; Wu, Sensen; Du, Zhenhong; Qiu, Kunfeng

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ENHANCING THE APACHE II SCORE: ADDITION OF PHARMACOPHENOTYPES TO PREDICT FLUID OVERLOAD

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

Keats, Kelli; Deng, Shiyuan; Chen, Xianyan; Zhang, Tianyi; Devlin, John; Murphy, David; Smith, Susan; Murray, Brian; Most, Amoreena; Kamaleswaran, Rishikesan; Sikora, Andrea

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AUGMENTING MORTALITY PREDICTION WITH MEDICATION DATA AND MACHINE LEARNING MODELS

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

Sikora, Andrea; Zhang, Tianyi; Chen, Xianyan; Smith, Susan; Devlin, John; Murphy, David; Kamaleswaran, Rishikesan; Murray, Brian

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MACHINE LEARNING-BASED PREDICTION OF ICU COMPLICATIONS USING MEDICATION DATA: A VALIDATION STUDY

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

Smith, Susan; Zhao, Bokai; Deng, Shiyuan; Hu, Mengxuan; Zhang, Tianyi; Kong, Yanlei; Shen, Ye; Li, Sheng; Murphy, David; Murray, Brian; Kamaleswaran, Rishikesan; Chen, Xianyan; Devlin, John; Sikora, Andrea

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Insights into Natural Language Database Query Errors: from Attention Misalignment to User Handling Strategies

acm transactions on intelligent systems and technology

IF4.8

2024-12-17