Amit Chakraborty

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 31

Top Topics

Inverse Problems

Top Venues

Publications

Amit Chakraborty, Saheli Ray
Optimal allocation of distribution generation sources with sustainable energy management in radial distribution networks using metaheuristic algorithm. Comput. Electr. Eng. 116 (2024)
Amit Chakraborty, Diptanu Dey, Priyanath Das, Saheli Ray
Real-time monitoring of wind turbine performance using IoT technology to prevent potential disruptions. ICCCNT (2023)
Valentin Duruisseaux, Amit Chakraborty
An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations. CoRR (2023)
Shinjan Ghosh, Amit Chakraborty, Georgia Olympia Brikis, Biswadip Dey
RANS-PINN based Simulation Surrogates for Predicting Turbulent Flows. CoRR (2023)
Yaofeng Desmond Zhong, Tongtao Zhang, Amit Chakraborty, Biswadip Dey
A Neural ODE Interpretation of Transformer Layers. CoRR (2022)
Tongtao Zhang, Biswadip Dey, Krishna Veeraraghavan, Harshad Kulkarni, Amit Chakraborty
Demystifying the Data Need of ML-surrogates for CFD Simulations. CoRR (2022)
Anjali Parashar, Priyank Srivastava, Anuradha M. Annaswamy, Biswadip Dey, Amit Chakraborty
Accelerated Algorithms for a Class of Optimization Problems with Constraints. CDC (2022)
Rajat Arora, Pratik Kakkar, Biswadip Dey, Amit Chakraborty
Physics-informed neural networks for modeling rate- and temperature-dependent plasticity. CoRR (2022)
Udari Madhushani, Biswadip Dey, Naomi Ehrich Leonard, Amit Chakraborty
On Using Hamiltonian Monte Carlo Sampling for RL. CDC (2022)
Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles. AAAI (2022)
Prashant Gohel, Amit Chakraborty, Kameshwar Rao JV
Organ classification Using Quantum Convolution Network. QCE (2022)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
A Differentiable Contact Model to Extend Lagrangian and Hamiltonian Neural Networks for Modeling Hybrid Dynamics. CoRR (2021)
Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles. CoRR (2021)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models. NeurIPS (2021)
Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles. CoRR (2021)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data. L4DC (2021)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. ICLR (2020)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data. CoRR (2020)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
Dissipative SymODEN: Encoding Hamiltonian Dynamics with Dissipation and Control into Deep Learning. CoRR (2020)
Udari Madhushani, Biswadip Dey, Naomi Ehrich Leonard, Amit Chakraborty
Hamiltonian Q-Learning: Leveraging Importance-sampling for Data Efficient RL. CoRR (2020)
Tongtao Zhang, Biswadip Dey, Pratik Kakkar, Arindam Dasgupta, Amit Chakraborty
Frequency-compensated PINNs for Fluid-dynamic Design Problems. CoRR (2020)
Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. CoRR (2019)
Akshay Iyer, Biswadip Dey, Arindam Dasgupta, Wei Chen, Amit Chakraborty
A Conditional Generative Model for Predicting Material Microstructures from Processing Methods. CoRR (2019)
Qi Wei, Kai Fan, Wenlin Wang, Tianhang Zheng, Amit Chakraborty, Katherine A. Heller, Changyou Chen, Kui Ren
InverseNet: Solving Inverse Problems of Multimedia Data with Splitting Networks. ICME (2019)
Amit Chakraborty
Image Processing and Image Pattern Recognition a Programming Tutorial. AI4I (2018)
Tarik Reza Toha, Alvi Md. Ishmam, Md. Hasanul Islam, Md. Abdullah Al Maruf, Swarnendu Saikat Nandi, Amit Chakraborty, Salman Estyak, Md. Abdullah Al Alamin, A. B. M. Alim Al Islam
An approach towards greening the digital display system. NSysS (2) (2017)
Ananya Bhattacharjee, Tahrina Tasnim, Md. Sadiqur Rahman Sohel, Amit Chakraborty, Md. Abdullah Al Maruf, Shantanu Dutta, Alvi Md. Ishmam, Tarik Reza Toha, A. B. M. Alim Al Islam
Service-Hub: A better approach for developing the system of online marketing for daily services. NSysS (2) (2017)
Kai Fan, Qi Wei, Wenlin Wang, Amit Chakraborty, Katherine A. Heller
InverseNet: Solving Inverse Problems with Splitting Networks. CoRR (2017)
Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
Proximal gradient method for huberized support vector machine. Pattern Anal. Appl. 19 (4) (2016)
Tarik Reza Toha, Md. Moyeen Uddin, Md. Nayeem Reza, Md. Abdullah Al Maruf, Amit Chakraborty, A. B. M. Alim Al Islam
Towards Making an Anonymous and One-Stop Online Reporting System for Third-World Countries. ACM DEV (2016)
Chao Yuan, Amit Chakraborty
Deep Convolutional Factor Analyser for Multivariate Time Series Modeling. ICDM (2016)
Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
Proximal gradient method for huberized support vector machine. CoRR (2015)
Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
Alternating Direction Method of Multipliers for Regularized Multiclass Support Vector Machines. MOD (2015)
Kun Deng, Yu Sun, Sisi Li, Yan Lu, Jack Brouwer, Prashant G. Mehta, MengChu Zhou, Amit Chakraborty
Model Predictive Control of Central Chiller Plant With Thermal Energy Storage Via Dynamic Programming and Mixed-Integer Linear Programming. IEEE Trans Autom. Sci. Eng. 12 (2) (2015)
Zhiwei (Tony) Qin, Xiaocheng Tang, Ioannis Akrotirianakis, Amit Chakraborty
HIPAD - A Hybrid Interior-Point Alternating Direction Algorithm for Knowledge-Based SVM and Feature Selection. LION (2014)
Gui-Quan Sun, Amit Chakraborty, Quan-Xing Liu, Zhen Jin, Kurt E. Anderson, Bai-Lian Li
Influence of time delay and nonlinear diffusion on herbivore outbreak. Commun. Nonlinear Sci. Numer. Simul. 19 (5) (2014)
Yoav Sharon, Anuradha M. Annaswamy, Alexis L. Motto, Amit Chakraborty
Adaptive Control for Regulation of a Quadratic Function of the State. IEEE Trans. Autom. Control. 59 (10) (2014)
Zhiwei (Tony) Qin, Xiaocheng Tang, Ioannis Akrotirianakis, Amit Chakraborty
HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection. CoRR (2014)
Amitabh Saxena, Shubhashis Sengupta, Pradeepkumar Duraisamy, Vikrant S. Kaulgud, Amit Chakraborty
Detecting SOQL-injection vulnerabilities in SalesForce applications. ICACCI (2013)
Kun Deng, Yu Sun, Amit Chakraborty, Yan Lu, Jack Brouwer, Prashant G. Mehta
Optimal scheduling of chiller plant with thermal energy storage using mixed integer linear programming. ACC (2013)
Vikas Chandan, Anh-Tuan Do, Baoduo Jin, Faryar Jabbari, Jack Brouwer, Ioannis Akrotirianakis, Amit Chakraborty, Andrew G. Alleyne
Modeling and optimization of a combined cooling, heating and power plant system. ACC (2012)
Giang Tran, Arman Kiani, Anuradha M. Annaswamy, Yoav Sharon, Alexis L. Motto, Amit Chakraborty
Necessary and sufficient conditions for observability in power systems. ISGT (2012)
Yoav Sharon, Anuradha M. Annaswamy, Alexis L. Motto, Amit Chakraborty
Topology identification in distribution network with limited measurements. ISGT (2012)
Dingcheng Li, Swapna Somasundaran, Amit Chakraborty
ERD-MedLDA: Entity relation detection using supervised topic models with maximum margin learning. Nat. Lang. Eng. 18 (2) (2012)
Alexis L. Motto, Yu Sun, Amit Chakraborty
On global solution to a class of smart building-grid energy management models. CDC (2012)
Dingcheng Li, Swapna Somasundaran, Amit Chakraborty
A Combination of Topic Models with Max-margin Learning for Relation Detection. Graph-based Methods for Natural Language Processing (2011)
Andrey Torzhkov, Puneet Sharma, Amit Chakraborty
Robust estimation of multivariate jump-diffusion processes via Dynamic Programming. WSC (2010)
Andrey Torzhkov, Puneet Sharma, Chengbo Li, Rodrigo Toso, Amit Chakraborty
Chiller plant optimization - an integrated optimization approach for chiller sequencing and control. CDC (2010)
Sikandar Samar, Andrey Torzhkov, Amit Chakraborty
On-Line Monotonic Fault Diagnostics via Recursive Constrained Quadratic Programming. CIMCA/IAWTIC/ISE (2008)
Shiqian Ma, Wotao Yin, Yin Zhang, Amit Chakraborty
An efficient algorithm for compressed MR imaging using total variation and wavelets. CVPR (2008)
Chittabrata Ghosh, Dharma P. Agrawal, Amit Chakraborty
Performance of UWB Receiver with Cognitive Channel Allocation and Rake Optimization. CrownCom (2007)
Wotao Yin, Terrence Chen, Xiang Sean Zhou, Amit Chakraborty
model. Bioinform. 21 (10) (2005)
Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu
Diagnosis and Biomarker Identi.cation on SELDI proteomics data by ADTBoost. CSB Workshops (2005)
Lu-Yong Wang, Ammaiappan Balasubramanian, Amit Chakraborty, Dorin Comaniciu
Fractal Clustering for Microarray Data Analysis. CSB Workshops (2005)
Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu
An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease. METMBS (2005)
Amit Chakraborty, Peiya Liu, Liang H. Hsu
Extracting anchorable information units from PDF files. ICME (2003)
Peiya Liu, Liang H. Hsu, Amit Chakraborty
Towards automating the generation of SCORM-based multimedia product training manuals. ICME (2) (2002)
Amit Chakraborty
A fast method for identifying graphical objects in large engineering drawings. ICIP (1) (2001)
Peiya Liu, Amit Chakraborty, Liang H. Hsu
Path Predicate Calculus: Towards a Logic Formalism for Multimedia XML Query Languages. Markup Lang. 3 (1) (2001)
Peiya Liu, Amit Chakraborty, Liang H. Hsu
A Logic Approach for MPEG-7 XML Document Queries. Extreme Markup Languages® (2001)
Amit Chakraborty, Peiya Liu, Liang H. Hsu
Authoring and Viewing Video Documents Using an SGML Structure. ICMCS, Vol. 2 (1999)
Amit Chakraborty, James S. Duncan
Game-Theoretic Integration for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 21 (1) (1999)
Lawrence H. Staib, Amit Chakraborty, James S. Duncan
An Integrated Approach for Locating Neuroanatomical Structure from MRI. Int. J. Pattern Recognit. Artif. Intell. 11 (8) (1997)
Amit Chakraborty, Lawrence H. Staib, James S. Duncan
Deformable boundary finding in medical images by integrating gradient and region information. IEEE Trans. Medical Imaging 15 (6) (1996)
Glynn P. Robinson, Amit Chakraborty, Michael Johnston, M. Lynne Reuss, James S. Duncan
Segmentation of ovarian follicles using geometric properties, texture descriptions, and boundary information. Medical Imaging: Image Processing (1996)
Pengcheng Shi, Glynn P. Robinson, Amit Chakraborty, Lawrence H. Staib, R. Todd Constable, Albert J. Sinusas, James S. Duncan
A Unified Framework to Assess Myocardial Function from 4D Images. CVRMed (1995)
Amit Chakraborty, Marcel Worring, James S. Duncan
On Multi-Feature Integration for Deformable Boundary Finding. ICCV (1995)
Amit Chakraborty, Lawrence H. Staib, James S. Duncan
Deformable boundary finding influenced by region homogeneity. CVPR (1994)