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41.
Design and development of non-Intrusive load monitoring techniques and solar photovoltaic-thermoelectric hybrid energy conversion systems by Gautam Anil Raiker; advised by Subba Reddy and L Umanand by
  • Raiker, Gautam Anil,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 GAU/D.

42.
Epistasis detection and phenotype prediction in GWAS using machine learning methods by Diksha Chaudhary; advised by Debnath Pal by
  • Chaudhary, Diksha,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 DIK/E.

43.
Performance characterization and optimizations of traditional ML applications by Harsh Kumar; advised by R Govindarajan by
  • Kumar, Harsh,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 HAR/P.

44.
Inverse problems in 3D full-wave electromagnetics by Harikiran Muniganti; advised by Dipanjan Gope by
  • Muniganti, Harikiran,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 HAR/I.

45.
High-throughput computational techniques for discovery of application-specific two-dimensional materials by Arnab Kabiraj; advised by Santanu Mahapatra by
  • Kabiraj, Arnab,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ARN/H.

46.
Relating representations in deep learning and the brain by Sharmistha Jat; advised by Partha Pratim Talukdar and Tom Mitchell by
  • Jat, Sharmistha,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SHA/R.

47.
Learning filters, filterbanks, wavelets, and multiscale representations by
  • Jawali, Dhruv
  • advised by Seelamantula, Chandra Sekhar
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bangalore : Indian Institute of science , 2022
Dissertation note: PhD; 2022; Mathematics
Availability: Items available for loan: JRD Tata Memorial Library (1).

48.
Novel neural architectures based on recurrent connections and symmetric filters for visual processing by
  • Agrawal, Harish
  • Nandy, S K
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian Institute of science , 2022
Dissertation note: MTech (Res); 2022; Computational and data sciences
Availability: Items available for loan: JRD Tata Memorial Library (1).

49.
Methods for improving data-efficiency and trustworthiness using natural language supervision by
  • Kumar, Sawan
  • Talukdar, Partha Pratim advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian institute of science , 2022
Dissertation note: PhD; 2022; Computational and data sciences
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 SAW.

50.
Accelerated search of catalysts using density functional theory and machine learning by
  • Agarwal, Sakshi
  • Singh, Abhishek K advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian institute of science , 2022
Dissertation note: PhD; 2022; Materials research centre
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 548 SAK.

51.
Leveraging kg embeddings for knowledge graph question answering by
  • Saxena, Apoorv Umang
  • Talukdar, Partha Pratim advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bangaluru : Indian Institute of Science , 2023
Dissertation note: PhD; 2023; Computational and data sciences
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 APO.

52.
Data-efficient deep learning algorithms for computer vision applications by
  • Nayak, Gaurav Kumar
  • Chakraborty, Anirban advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bengaluru : Indian institute of science, 2022
Dissertation note: PhD; 2022; Computational and data sciences
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 GAU.

53.
Data driven stabilization schemes for singularly perturbed differential equations by
  • Yadav, Sangeeta
  • Ganesan, Sashikumaar advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bengaluru : Indian institute of science, 2023
Dissertation note: PhD; 2023; Computational and data sciences
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 SAN.

54.
Gaze estimation in the wild : Models, datasets and usability by
  • Murthy, L R D
  • Biswas, Pradipta advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Banglore: Indian Institute of Science, 2022
Dissertation note: PhD; 2022; Centre for product design and manufacturing
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 621 MUR.

55.
Hybrid physics-data driven models for the solution of mechanics based inverse problems by
  • Rautela, Mahindra Singh
  • Gopalakrishnan, S advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bangalore IISc 2023
Dissertation note: PhD; 2023; Aerospace engineering
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 620 MAH.

56.
Identification of crystalline structures of clathrate hydrates during molecular simulations using machine learning by
  • Ghoshdastidar, Sourodip
  • Punnathanam, Sudeep N advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bengaluru IISc 2023
Dissertation note: MTech (Res); 2023; Chemical engineering
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 660 SOU.

57.
Abstractions and optimizations for data-driven applications across edge and cloud by
  • Khochare, Aakash
  • Simmhan, Yogesh advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bangalore : IISc , 2023
Dissertation note: PhD; 2023; Computational and data sciences
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 AKA.

58.
Multimodal sleep staging and diagnosis of sleep disorders by
  • Jain, Ritika
  • advised by Ramakrishnan, A G
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD; 2023; Electrical Engineering
Availability: Items available for reference: JRD Tata Memorial Library: Not For Loan (1)Call number: 006.31 JAI.

59.
Machine learning and density functional theory assisted insights into the mechanical and oxidation properties of nickel-based superalloys by
  • Khatavkar, Nikhil
  • advised by Singh, Abhishek K
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD; 2023; Materials Research Centre
Availability: Items available for reference: JRD Tata Memorial Library: Not For Loan (1)Call number: 006.312 KHA.

60.
Temporal point processes for forecasting events in higher-order networks by
  • Gracious, Tony
  • advised by Dukkipati, Ambedkar
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD; 2023; Computer Science and Automation
Availability: Items available for reference: JRD Tata Memorial Library: Not For Loan (1)Call number: 006.31 GRA.

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