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Souvik Chakraborty

indian institute of technology delhi

30H-index
195Paper Count
2.9KCitation Count
Published Papers 81
Publication Date
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Learning to predict and control with sparse model discovery and deep temporal difference reinforcement learning
errMechanical Systems and Signal Processing
IF8.9
err2026-04-03
err0
PREAI
errTapas Tripura; Souvik Chakraborty
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A dual physics-informed neural network for topology optimization
errJournal of Computational Physics
IF3.8
err2026-01-08
err0
PREAI
errAjendra Singh; Souvik Chakraborty; Rajib Chowdhury
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Scalable h-adaptive probabilistic solver for time-independent and time-dependent systems
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-12-15
err0
PREAI
errAkshay Thakur; Sawan Kumar; Matthew Zahr; Souvik Chakraborty
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Generative adversarial wavelet neural operator with applications to fault detection and isolation of multivariate time series data
errControl Engineering Practice
IF4.6
err2025-09-06
err0
PREAI
errJyoti Rani; Tapas Tripura; Hariprasad Kodamana; Souvik Chakraborty
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Randomized prior wavelet neural operator for uncertainty quantification
errProbabilistic Engineering Mechanics
IF3.5
err2025-08-21
err0
errOAAI
errShailesh Garg; Souvik Chakraborty
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Harnessing physics-informed operators for high-dimensional reliability analysis problems
errProbabilistic Engineering Mechanics
IF3.5
err2025-07-20
err0
PREAI
errNavaneeth N.; null Tushar; Souvik Chakraborty
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Generative flow induced neural architecture search: Towards discovering optimal architecture in wavelet neural operator
errComputer Physics Communications
IF3.4
err2025-07-15
err0
PREAI
errHartej Soin; Tapas Tripura; Souvik Chakraborty
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Energy network for state estimation with random sensors and sparse labels
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-06-01
err0
PREAI
errKumar, Yash; Tushar; Chakraborty, Souvik
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Thermopower probes of emergent local moments in magic-angle twisted bilayer graphene
errNATURE PHYSICS
IF18.4
err2025-03-31
err1
errOAAI
errGhosh, Ayan; Chakraborty, Souvik; Dutta, Ranit; Agarwala, Adhip; Watanabe, K.; Taniguchi, T.; Banerjee, Sumilan; Mukerjee, Subroto
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Towards Gaussian Process for operator learning: An uncertainty aware resolution independent operator learning algorithm for computational mechanics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err0
PREAI
errKumar, Sawan; Nayek, Rajdip; Chakraborty, Souvik
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Spatio-spectral graph neural operator for solving computational mechanics problems on irregular domain and unstructured grid
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err0
PREAI
errSarkar, Subhankar; Chakraborty, Souvik
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Continuous control of structural vibrations using hybrid deep reinforcement learning policy
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-10-01
err3
PREAI
errPanda, Jagajyoti; Chopra, Mudit; Matsagar, Vasant; Chakraborty, Souvik
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Data-driven discovery of interpretable Lagrangian of stochastically excited dynamical systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err1
errOAAI
errTripura, Tapas; Panda, Satyam; Hazra, Budhaditya; Chakraborty, Souvik
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Multi-fidelity wavelet neural operator surrogate model for time-independent and time-dependent reliability analysis
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2024-07-01
err0
PREAI
errTripura, Tapas; Thakur, Akshay; Chakraborty, Souvik
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errSave
Waveformer for modeling dynamical systems
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-04-01
err0
PREAI
errNavaneeth, N.; Chakraborty, Souvik
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Atomistic simulation assisted error-inclusive Bayesian machine learning for probabilistically unraveling the mechanical properties of solidified metals
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-01-24
err1
errOAAI
errMahata, A.; Mukhopadhyay, T.; Chakraborty, S.; Asle Zaeem, M.
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Physics informed WNO
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err5
PREAI
errNavaneeth, N.; Tripura, Tapas; Chakraborty, Souvik
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Deep neural operators can predict the real-time response of floating offshore structures under irregular waves
errCOMPUTERS & STRUCTURES
IF4.8
err2024-01-01
err12
errOAAI
errCao, Qianying; Goswami, Somdatta; Tripura, Tapas; Chakraborty, Souvik; Karniadakis, George Em
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Discovering interpretable Lagrangian of dynamical systems from data
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2024-01-01
err1
errOAAI
errTripura, Tapas; Chakraborty, Souvik
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Discovering stochastic partial differential equations from limited data using variational Bayes inference
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err4
errOAAI
errMathpati, Yogesh Chandrakant; Tripura, Tapas; Nayek, Rajdip; Chakraborty, Souvik
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Research Directions

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Co-authors
Cooperation Journals
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Takashi Taniguchi
H-index: 198 · Papers: 5.5K
T
Timon Rabczuk
H-index: 132 · Papers: 1.0K
G
George Em Karniadakis
H-index: 130 · Papers: 1.2K
M
Michael I. Friswell
H-index: 83 · Papers: 912
S
Sondipon Adhikari
H-index: 75 · Papers: 693
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