168 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Sorbonne UniversitéFR44 papers
- Centre National de la Recherche ScientifiqueFR27 papers
- Université Paris 1 Panthéon-SorbonneFR25 papers
- Laboratoire de Physique Théorique et Hautes EnergiesFR8 papers
- International Institute of Information Technology BangaloreIN6 papers
- National University of SingaporeSG5 papers
- Duke-NUS Medical SchoolSG4 papers
- Indian Statistical InstituteIN4 papers
- Institut d'Astrophysique de ParisFR4 papers
- Khalifa University of Science and TechnologyAE4 papers
- Université Paris-SaclayFR4 papers
- Université Paris Sciences et LettresFR4 papers
9 papers · 1 filter
An ensemble neural network approach to forecast Dengue outbreak based on climatic condition
Madhurima Panja, Tanujit Chakraborty, Sk Shahid Nadim +3
Dengue fever is a virulent disease spreading over 100 tropical and subtropical countries in Africa, the Americas, and Asia. This arboviral disease affects around 400 million people…
Algebraic Bethe Ansatz for the Open XXZ Spin Chain with Non-Diagonal Boundary Terms via Symmetry
Dmitry Chernyak, Azat M. Gainutdinov, Jesper Lykke Jacobsen +1
We derive by the traditional algebraic Bethe ansatz method the Bethe equations for the general open XXZ spin chain with non-diagonal boundary terms under the Nepomechie constraint…
Knowledge-based Deep Learning for Modeling Chaotic Systems
Zakaria Elabid, Tanujit Chakraborty, Abdenour Hadid
Deep Learning has received increased attention due to its unbeatable success in many fields, such as computer vision, natural language processing, recommendation systems, and most…
W-Transformers : A Wavelet-based Transformer Framework for Univariate Time Series Forecasting
Lena Sasal, Tanujit Chakraborty, Abdenour Hadid
Deep learning utilizing transformers has recently achieved a lot of success in many vital areas such as natural language processing, computer vision, anomaly detection, and recomme…
Theia : science cases and mission profiles for high precision astrometry in the future
Fabien Malbet, Lucas Labadie, Alessandro Sozzetti +11
High-precision astrometry well beyond the capacities of Gaia will provide a unique way to achieve astrophysical breakthroughs, in particular on the nature of dark matter, and a com…
Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting Epidemics
Madhurima Panja, Tanujit Chakraborty, Uttam Kumar +1
Infectious diseases remain among the top contributors to human illness and death worldwide, among which many diseases produce epidemic waves of infection. The unavailability of spe…
A DSEL for High Throughput and Low Latency Software-Defined Radio on Multicore CPUs
Adrien Cassagne, Romain Tajan, Olivier Aumage +3
This article presents a new Domain Specific Embedded Language (DSEL) dedicated to Software-Defined Radio (SDR). From a set of carefully designed components, it enables to build eff…
Robustness Assessment of Complex Networks using the Idle Network
Marcus Engsig, Alejandro Tejedor, Yamir Moreno
Network robustness is an essential system property to sustain functionality in the face of failures or targeted attacks. Currently, only the connectivity of the nodes unaffected by…
Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting
Madhurima Panja, Tanujit Chakraborty, Uttam Kumar +1
Forecasting time series data is a critical area of research with applications spanning from stock prices to early epidemic prediction. While numerous statistical and machine learni…