Zobrazeno 1 - 10
of 1 012
pro vyhledávání: '"Kanav, A."'
Autor:
Rana, Kanav Singh, Kumari, Nitu
A Transformer-based Koopman autoencoder is proposed for linearizing Fisher's reaction-diffusion equation. The primary focus of this study is on using deep learning techniques to find complex spatiotemporal patterns in the reaction-diffusion system. T
Externí odkaz:
http://arxiv.org/abs/2412.02430
Partially Observable Markov Decision Processes (POMDPs) are a fundamental framework for decision-making under uncertainty and partial observability. Since in general optimal policies may require infinite memory, they are hard to implement and often r
Externí odkaz:
http://arxiv.org/abs/2411.13365
Autor:
Azeem, Muqsit, Chakraborty, Debraj, Kanav, Sudeep, Kretinsky, Jan, Mohagheghi, Mohammadsadegh, Mohr, Stefanie, Weininger, Maximilian
Despite the advances in probabilistic model checking, the scalability of the verification methods remains limited. In particular, the state space often becomes extremely large when instantiating parameterized Markov decision processes (MDPs) even wit
Externí odkaz:
http://arxiv.org/abs/2410.18293
In this work we carry out low-frequency noise spectroscopy (1/f) of highly bulk insulating and disordered thin films of (Bi0.3Sb0.7)2Te3(BST) topological insulator and compare these experimental results of these thin films with the In-doped In0.14(Bi
Externí odkaz:
http://arxiv.org/abs/2410.06291
This paper presents VisioPhysioENet, a novel multimodal system that leverages visual cues and physiological signals to detect learner engagement. It employs a two-level approach for visual feature extraction using the Dlib library for facial landmark
Externí odkaz:
http://arxiv.org/abs/2409.16126
Autor:
Otten, Matthew, Watts, Thomas W., Johnson, Samuel D., Sundareswara, Rashmi, Wang, Zhihui, Hardikar, Tarini S., Heitritter, Kenneth, Brown, James, Setia, Kanav, Holmes, Adam
Amyloid beta, an intrinsically disordered protein, plays a seemingly important but not well-understood role in neurodegenerative diseases like Alzheimer's disease. A key feature of amyloid beta, which could lead to potential therapeutic intervention
Externí odkaz:
http://arxiv.org/abs/2406.18744
Autor:
Azeem, Muqsit, Grobelna, Marta, Kanav, Sudeep, Kretinsky, Jan, Mohr, Stefanie, Rieder, Sabine
The behavior of neural networks (NNs) on previously unseen types of data (out-of-distribution or OOD) is typically unpredictable. This can be dangerous if the network's output is used for decision-making in a safety-critical system. Hence, detecting
Externí odkaz:
http://arxiv.org/abs/2405.10350
Autor:
Manna, Subhadip, Nath, Sambhu G, Roy, Samrat, Aon, Soumik, Pal, Sayani, Sharma, Kanav, Mahapatra, Dhananjaya, Mitra, Partha, Das, Sourin, Pal, Bipul, Mitra, Chiranjib
We studied longitudinal and Hall photothermal voltages under a planar magnetic field scan in epitaxial thin films of the Topological Insulator (TI) Sb2Te3, grown using pulsed laser deposition (PLD). Unlike prior research that utilised polarised light
Externí odkaz:
http://arxiv.org/abs/2403.10141
Autor:
Xu, Qidong, Setia, Kanav
The variational quantum eigensolver (VQE) is one of the most promising quantum algorithms for the near-term noisy intermediate-scale quantum (NISQ) devices. The VQE typically involves finding the minimum energy of a quantum Hamiltonian through classi
Externí odkaz:
http://arxiv.org/abs/2402.01630
Autor:
Pal, Sayani, Nandi, Anuvab, Nath, Shambhu G., Pal, Pratap Kumar, Sharma, Kanav, Manna, Subhadip, Barman, Anjan, Mitra, Chiranjib
We report efficient spin to charge conversion (SCC) in the topological insulator (TI) based heterostructure ($BiSbTe_{1.5}Se_{1.5}/Cu/Ni_{80}Fe_{20}$) by using spin-pumping technique where $BiSbTe_{1.5}Se_{1.5}$ is the TI and $Ni_{80}Fe_{20}$ is the
Externí odkaz:
http://arxiv.org/abs/2311.10460