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RESEARCH PAPER · ACS Sensors · 2022

Machine Learning-Driven, Sensor-Integrated Microfluidic Device for Monitoring and Control of Supersaturation for Automated Screening of Crystalline Materials

Paria Coliaie, Aditya Prajapati, Rabia Ali, Akshay Korde, Manish S. Kelkar, Nandkishor K. Nere, Meenesh R. Singh

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16 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
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Machine Learning-Driven, Sensor-Integrated Microfluidic Device for Monitoring and Control of Supersaturation for Automated Screening of Crystalline MaterialsOriginalIn-line measurement of liquid–liquid phase separation boundaries using a turbidity-sensor-integrated continuous-flow microfluidic device9Three-Step Mechanism of Antisolvent Crystallization51Ultrahigh-sensitivity multi-parameter tacrolimus solution detection based on an anchor planar millifluidic microwave biosensor10Harnessing Deep Neural Networks to Analyze Multi‐Channel Anion Sensing Characteristics of a Ru(II)‐Pyrazolyl‐Bis(Benzimidazole) Complex3Emulsification of Supersaturated Solutions Amplifies Induction Time Variation in Crystallization3Emerging microfluidic platforms for crystallization process development13Machine learning combined with electrochemical sensor for rapid detection of Sudan Red I in food14Addressing Uncertainty on Machine Learning Models for Long-Period Fiber Grating Signal Conditioning Using Monte Carlo Method9Research on differential pulse voltammetry detection method for low concentration glucose based on machine learning model28Over a decade of progress: Crystallization in microfluidic systems25Highly robust, self-adhesive, self-healing, pH-responsive, cytocompatible and degradable collagen/PVA/tannin-based conductive hydrogel sensor for motion-monitoring93MLAPI: A framework for developing machine learning-guided drug particle syntheses in automated continuous flow platforms8Multi-component metabolite electrochemical detection and analysis based on machine learning3Integrated microfluidic immunoassays for point-of-care diagnostic measurement of human serum cystatin C in chronic kidney disease1Liquid film-assisted antisolvent crystallization for high-performance KHCO3 ultrafine particles: Uniform size and enhanced flowability0Artificial Intelligence in Electrochemical Sensing: A Network Evidence Map of Translational Barriers and Pathways to Point-of-Care Deployment0

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16 direct citing papers saved.

  1. In-line measurement of liquid–liquid phase separation boundaries using a turbidity-sensor-integrated continuous-flow microfluidic device

    Lab on a Chip · 2022-01-01

    Paria Coliaie, Aditya Prajapati, Rabia Ali, Moussa Boukerche, Akshay Korde, Manish S. Kelkar, Nandkishor K. Nere, Meenesh R. Singh

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  2. Three-Step Mechanism of Antisolvent Crystallization

    Crystal Growth & Design · 2022-04-20

    Anish V. Dighe, Prem K. R. Podupu, Paria Coliaie, Meenesh R. Singh

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  3. Ultrahigh-sensitivity multi-parameter tacrolimus solution detection based on an anchor planar millifluidic microwave biosensor

    Analytical Methods · 2023-01-01

    Xiaojun Yang, Chen Guo, Mengqi Zhang, Yuanyue Li, Mengna Ren, Mao Sui, Rajendra Dhakal, Nam‐Young Kim, Zhen Dong, Bin Sun, Zhao Yao

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  4. Harnessing Deep Neural Networks to Analyze Multi‐Channel Anion Sensing Characteristics of a Ru(II)‐Pyrazolyl‐Bis(Benzimidazole) Complex

    European Journal of Inorganic Chemistry · 2023-03-22

    Sourav Deb, Anik Sahoo, Sujoy Baitalik

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  5. Emulsification of Supersaturated Solutions Amplifies Induction Time Variation in Crystallization

    Crystal Growth & Design · 2023-08-08

    Anish V. Dighe, Prem K. R. Podupu, Meenesh R. Singh

    Read original paper ↗ ·

  6. Emerging microfluidic platforms for crystallization process development

    Process Safety and Environmental Protection · 2023-08-18

    Rohit Chauhan, Nitin Minocha, Paria Coliaie, Priyanka G. Singh, Akshay Korde, Manish S. Kelkar, Marianne Langston, Chengxiang Liu, Neda Nazemifard, Daniel B. Patience, Dimitri B. Skliar, Nandkishor K. Nere, Meenesh R. Singh

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  7. Machine learning combined with electrochemical sensor for rapid detection of Sudan Red I in food

    Journal of Food Measurement & Characterization · 2023-09-28

    Xi Sun, Feng Liu, Xiao Xue

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  8. Addressing Uncertainty on Machine Learning Models for Long-Period Fiber Grating Signal Conditioning Using Monte Carlo Method

    IEEE Transactions on Instrumentation and Measurement · 2024-01-01

    Felipe Oliveira Barino, Alexandre Bessa dos Santos

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  9. Research on differential pulse voltammetry detection method for low concentration glucose based on machine learning model

    International Journal of Electrochemical Science · 2024-01-21

    Bo Zhang, Yao Zhang, Jianing Shen, Zhehai Zhou, Guixian Zhu

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  10. Over a decade of progress: Crystallization in microfluidic systems

    Chemical Engineering Journal · 2024-07-02

    Jiye Jang, Woo‐Sik Kim, Tae Seok Seo, Bum Jun Park

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  11. Highly robust, self-adhesive, self-healing, pH-responsive, cytocompatible and degradable collagen/PVA/tannin-based conductive hydrogel sensor for motion-monitoring

    Polymer · 2024-07-06

    Xin Shi, Maohua Lan, Jiachang Liu, Jin Zhou, Haibin Gu

    Read original paper ↗ ·

  12. MLAPI: A framework for developing machine learning-guided drug particle syntheses in automated continuous flow platforms

    Chemical Engineering Science · 2024-10-11

    Arun Pankajakshan, Sayan Pal, Nicholas Snead, Juan Almeida, Maximilian O. Besenhard, Shorooq Abukhamees, Duncan Q.M. Craig, Asterios Gavriilidis, Luca Mazzei, Federico Galvanin

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  13. Multi-component metabolite electrochemical detection and analysis based on machine learning

    Analytical Methods · 2025-01-01

    Jianing Shen, Bo Zhang, Tianhao Xue, Yao Zhang, Guixian Zhu

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  14. Integrated microfluidic immunoassays for point-of-care diagnostic measurement of human serum cystatin C in chronic kidney disease

    Sensors and Actuators B Chemical · 2025-10-09

    Dumitru Tomsa, Yang Liu, Ali Akbar Abolfathi, Xiaoou Ren, Amanda L. Stefanson, Nicholas Palmerley, AbdulRazaq A. H. Sokoro, Paul V. J. Komenda, Navdeep Tangri, René Peiman Zahedi, Claudio Rigatto, Francis Lin

    Read original paper ↗ ·

  15. Liquid film-assisted antisolvent crystallization for high-performance KHCO3 ultrafine particles: Uniform size and enhanced flowability

    Powder Technology · 2026-04-23

    Yingchen Wang, Jiaqi Luo, Mei Ma, Mingting Yuan, Yimin Jia, Chunrang Shi, Qiushuo Yu

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  16. Artificial Intelligence in Electrochemical Sensing: A Network Evidence Map of Translational Barriers and Pathways to Point-of-Care Deployment

    Biosensors · 2026-08-27

    Muhammad Saqib, Elena I. Korotkova, Kunquan Li, Neda Firoz, Minakshi Vashisth, Amrit L. Hui, Olga I. Lipskikh, Pradip Kumar Kar

    Read original paper ↗ ·
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