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Alok Choudhary

Northwestern University

65H指数
694论文数
2.3W被引数
收录论文 61
发表时间
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REN: Anatomically-Informed Mixture-of-Experts for Interstitial Lung Disease DiagnosisREN：基于解剖学信息的专家模型混合用于间质性肺病诊断
errIEEE Transactions on Medical Imaging
IF9.8
err2026-06-17
err0
PREAI
errAlec K. Peltekian; Halil Ertugrul Aktas; Gorkem Durak; Kevin Grudzinski; Bradford C. Bemiss; Carrie Richardson; Jane E. Dematte; G. R. Scott Budinger; Anthony J. Esposito; Alexander Misharin; Alok Choudhary; Ankit Agrawal; Ulas Bagci
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Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis基于影像的系统性硬化病患者死亡率预测
errPREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2025
IF0
err2026-01-01
err0
PREAI
errPeltekian, Alec K.; Senkow, Karolina; Durak, Gorkem; Grudzinski, Kevin M.; Bemiss, Bradford C.; Dematte, Jane E.; Richardson, Carrie; Markov, Nikolay S.; Carns, Mary; Aren, Kathleen; Soriano, Alexandra; Dapas, Matthew; Perlman, Harris; Gundersheimer, Aaron; Selvan, Kavitha C.; Varga, John; Hinchcliff, Monique; Warrior, Krishnan; Gao, Catherine A.; Wunderink, Richard G.; Budinger, G. R. Scott; Choudhary, Alok N.; Esposito, Anthony J.; Misharin, Alexander V.; Agrawal, Ankit; Bagci, Ulas
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Automated image segmentation for accelerated nanoparticle characterization自动化图像分割加速纳米颗粒表征
errSCIENTIFIC REPORTS
IF3.9
err2025-05-17
err0
errOAAI
errDay, Alexandra L.; Wahl, Carolin B.; dos Reis, Roberto; Liao, Wei-keng; Li, Youjia; Kilic, Muhammed Nur Talha; Mirkin, Chad A.; Dravid, Vinayak P.; Choudhary, Alok; Agrawal, Ankit
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A deep learning-based crystal plasticity finite element model
errSCRIPTA MATERIALIA
IF5.6
err2025-01-01
err1
PREAI
errMao, Yuwei; Keshavarz, Shahriyar; Kilic, Muhammed Nur Talha; Wang, Kewei; Li, Youjia; Reid, Andrew C. E.; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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XElemNet: towards explainable AI for deep neural networks in materials science
errSCIENTIFIC REPORTS
IF3.9
err2024-10-24
err0
errOAAI
errWang, Kewei; Gupta, Vishu; Lee, Claire Songhyun; Mao, Yuwei; Kilic, Muhammed Nur Talha; Li, Youjia; Huang, Zanhua; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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Simultaneously improving accuracy and computational cost under parametric constraints in materials property prediction tasks
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-02-16
err3
errOAAI
errGupta, Vishu; Li, Youjia; Peltekian, Alec; Kilic, Muhammed Nur Talha; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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Structure-aware graph neural network based deep transfer learning framework for enhanced predictive analytics on diverse materials datasets
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-01-02
err11
errOAAI
errGupta, Vishu; Choudhary, Kamal; Decost, Brian; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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An AI-driven microstructure optimization framework for elastic properties of titanium beyond cubic crystal systems
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-06-23
err7
errOAAI
errMao, Yuwei; Hasan, Mahmudul; Paul, Arindam; Gupta, Vishu; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei-keng; Choudhary, Alok; Acar, Pinar; Agrawal, Ankit
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Improving deep learning model performance under parametric constraints for materials informatics applications
errSCIENTIFIC REPORTS
IF3.9
err2023-06-05
err7
errOAAI
errGupta, Vishu; Peltekian, Alec; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-03-27
err17
errOAAI
errGupta, Vishu; Choudhary, Kamal; Mao, Yuwei; Wang, Kewei; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2022-10-14
err21
errOAAI
errMao, Yuwei; Lin, Hui; Yu, Christina Xuan; Frye, Roger; Beckett, Darren; Anderson, Kevin; Jacquemetton, Lars; Carter, Fred; Gao, Zhangyuan; Liao, Wei-keng; Choudhary, Alok N.; Ehmann, Kornel; Agrawal, Ankit
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Moving closer to experimental level materials property prediction using AI
errSCIENTIFIC REPORTS
IF3.9
err2022-07-13
err21
errOAAI
errJha, Dipendra; Gupta, Vishu; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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Recent advances and applications of deep learning methods in materials science深度学习方法在材料科学中的最新进展与应用
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-04-05
err407
errOAAI
errChoudhary, Kamal; DeCost, Brian; Chen, Chi; Jain, Anubhav; Tavazza, Francesca; Cohn, Ryan; Park, Cheol Woo; Choudhary, Alok; Agrawal, Ankit; Billinge, Simon J. L.; Holm, Elizabeth; Ong, Shyue Ping; Wolverton, Chris
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Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data
errNATURE COMMUNICATIONS
IF15.7
err2021-11-15
err84
errOAAI
errGupta, Vishu; Choudhary, Kamal; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-Keng; Choudhary, Alok; Agrawal, Ankit
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Enabling deeper learning on big data for materials informatics applications
errSCIENTIFIC REPORTS
IF3.9
err2021-02-19
err39
errOAAI
errJha, Dipendra; Gupta, Vishu; Ward, Logan; Yang, Zijiang; Wolverton, Christopher; Foster, Ian; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
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Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning (vol 10, 5316, 2019)
errNATURE COMMUNICATIONS
IF15.7
err2020-07-15
err1
errOAAI
errJha, Dipendra; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei-keng; Choudhary, Alok; Campbell, Carelyn; Agrawal, Ankit
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Learning to Predict Crystal Plasticity at the Nanoscale: Deep Residual Networks and Size Effects in Uniaxial Compression Discrete Dislocation Simulations
errSCIENTIFIC REPORTS
IF3.9
err2020-05-19
err29
errOAAI
errYang, Zijiang; Papanikolaou, Stefanos; Reid, Andrew C. E.; Liao, Wei-keng; Choudhary, Alok N.; Campbell, Carelyn; Agrawal, Ankit
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Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning通过使用深度迁移学习利用计算和实验数据来增强材料性能预测
errNATURE COMMUNICATIONS
IF15.7
err2019-11-22
err228
errOAAI
errJha, Dipendra; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei-keng; Choudhary, Alok; Campbell, Carelyn; Agrawal, Ankit
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Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches
errACTA MATERIALIA
IF9.3
err2019-03-01
err153
errOAAI
errYang, Zijiang; Yabansu, Yuksel C.; Jha, Dipendra; Liao, Wei-keng; Choudhary, Alok N.; Kalidindi, Surya R.; Agrawal, Ankit
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Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets用于从模拟数据集挖掘高对比度复合材料中的结构-属性联系的深度学习方法
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2018-08-01
err287
errOAAI
errYang, Zijiang; Yabansu, Yuksel C.; Al-Bahrani, Reda; Liao, Wei-keng; Choudhary, Alok N.; Kalidindi, Surya R.; Agrawal, Ankit
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研究方向

暂无研究方向
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