1. Digital Repository at Indian Institute of Science Education and Research Pune

Browsing by Subject Machine Learning

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Issue DateTitleAuthor(s)
Dec-2019Behavioural analysis of single-cell aneural ciliate, Stentor roeseli, using machine learning approachesMi Kieu Trinh; Wayland, Matthew T.; PRABAKARAN, SUDHAKARAN; Dept. of Biology
Apr-2020Constraining some SMEFT operator using LHC dataGHOSH, DIPTIMOY; JAIN, PRASHAM; Dept. of Physics; 20151156
May-2020A Data Driven Approach to Option PricingGOSWAMI, ANINDYA; TANKSALE, ATHARVA; Dept. of Mathematics; 20151140
Jul-2021Machine Learning in Sound AnalyticBorwankar, Prabhanjan; MOHAN, ANIKET; Dept. of Data Science; 20161030
Aug-2021Design and application of scalable machine learning algorithms in molecular recognition, structure prediction and drug discoveryMUKHERJEE, ARNAB; GUPTA, ABHIJIT; Dept. of Chemistry; 20152021
Apr-2022Graph Neural Networks for Multivariate Time Series ForecastingPant, Aniruddha; ., AJAY; Dept. of Data Science; 20171155
May-2022Symbolic Regression of Dynamic Network ModelsMenezes, Telmo; Roth, Camille; GANDHI, GOVIND; Interdisciplinary; 20171207
May-2022Development of AI/ML Based early warning system for vector-borne diseases outbreaks using meteorological and health parametersChattopadhyay, Rajib; DEV, RISHABH; Interdisciplinary; 20171196
May-2022Quantifying Secondary-Structure Binding Preferences of RNA-Binding Proteins via Interrogation of Deep Neural NetworksMarsico, Annalisa; LONDHE, SHUBHANKAR; Dept. of Biology; 20171154
May-2022Search for effective field theory parameters for H→ZZ*→4ℓ using normalizing flow modelsSHARMA, SEEMA; PARMAR, DHRUVANSHU; Dept. of Physics; 20171191
May-2023Data-driven Prediction of Crop Yield Over GermanySingh, Manmeet; Srivastava, Amit; PRAMANICK, PRANTIK; Dept. of Data Science; 20181100
May-2023Developing AI-Based Surveillance SoftwareKumar, Sudhir; PAL, DIPAYAN; Dept. of Data Science; 20181148
18-May-2023Searching for Red Geyser Galaxies with Machine LearningWadadekar, Yogesh; RAVI, ARUN; Dept. of Physics; 20181074
Dec-2023A Comparative Study of Machine Learning Algorithms for Leishmanial Activity Prediction based on Molecular Fingerprints.Nalband, Saif; KIRATKAR, PALLAVI; Dept. of Biology; 20171063
Mar-2024Study on Separating Objects in LCDM Cosmological Simulations Using Machine Learning AlgorithmsADHIKARI, SUSMITA; R, SOORYA NARAYAN; Dept. of Physics; 20191027
May-2024Characterization and Control of Quantum Dynamics: Computational Methodology Developments and NMR DemonstrationsT S, MAHESH; BATRA, PRIYA; Dept. of Physics; 20162032
May-2024Probing Structure Disrupting Mutations in Helices through Reinforcement LearningMUKHERJEE, ARNAB; BHARGAV, PRATHITH; Dept. of Chemistry; 20191119
May-2024Galaxy Morphologies in the Early UniverseWadadekar, Yogesh; GADEKAR, VEDANT; Dept. of Physics; 20191083
May-2024A Study of Physics-motivated Deep learning based algorithms for Jet tagging at the LHCKluth, Stefan; HEBBAR, PRADYUN; Dept. of Physics; 20191114
May-2024Applications of Transformer Neural Networks in Correlated MatterBohrdt, Annabelle; SURESH, ABHINAV; Dept. of Physics; 20191024
Showing results 1 to 20 of 27  next >