CARDIOVASCULAR DISEASE PREDICTION USING ENSEMBLE CLASSIFICATION ALGORITHM IN MACHINE LEARNING

Autor: Rajarshi Sinha Roy, Anupam Sen

Publikováno v: ICTACT Journal on Soft Computing, Vol 12, Iss 3, Pp 2628-2633 (2022)

Cardiovascular disease includes a wide range of heart-related illnesses and has surpassed cancer as the top cause of mortality worldwide in recent decades. Many people nowadays are engrossed in their daily lives and engage in various activities while

Externí odkaz: https://doaj.org/article/189861f4b1cb4aad9ca91cc4a3c5dd13

Visualizing screening in noble-metal clusters: static vs. dynamic

Autor: Rajarshi Sinha-Roy, Pablo García-González, Xóchitl López-Lozano, Hans-Christian Weissker

Publikováno v: Physical Chemistry Chemical Physics
Physical Chemistry Chemical Physics, In press, ⟨10.1039/D2CP04316E⟩
Physical Chemistry Chemical Physics, inPress, ⟨10.1039/D2CP04316E⟩

The localized surface-plasmon resonance of metal nanoparticles and clusters corresponds to a collective charge oscillation of the quasi-free metal electrons. The polarization of the more localized d electrons opposes the overall polarization of the e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c1ed17f7055571809f082df6e22f68b1
https://hal.science/hal-03935113/file/PCCP_sinha-roy_dynamic_vs_static_polarization_22.pdf

Driving Orbital Magnetism in Metallic Nanoparticles through Circularly Polarized Light: A Real-Time TDDFT Study

Autor: Rajarshi Sinha-Roy, Paul-Antoine Hervieux, Jérôme Hurst, Giovanni Manfredi

Publikováno v: ACS photonics
ACS photonics, American Chemical Society, 2020, 7 (9), pp.2429-2439. ⟨10.1021/acsphotonics.0c00462⟩
ACS photonics, 2020, 7 (9), pp.2429-2439. ⟨10.1021/acsphotonics.0c00462⟩

International audience; Transfer of angular momentum from helicity-controlled laser fields to a nonmagnetic electronic system can lead to the creation of magnetization. The underlying mechanism in metallic nanoparticles has been studied using differe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6c297d113accab62ce6657363626f273
https://doi.org/10.1021/acsphotonics.0c00462

Optical properties of Ag$_{29}$(BDT)$_{12}$(TPP)$_4$ in the VIS and UV and influence of ligand modeling based on real-time electron dynamics

Autor: Rajarshi Sinha-Roy, Hans-Christian Weissker, Robert L. Whetten, Xóchitl López-Lozano

Publikováno v: Theoretical Chemistry Accounts: Theory, Computation, and Modeling
Theoretical Chemistry Accounts: Theory, Computation, and Modeling, 2021, 140 (7), ⟨10.1007/s00214-021-02783-4⟩
Theoretical Chemistry Accounts: Theory, Computation, and Modeling, Springer Verlag, 2021, 140 (7), ⟨10.1007/s00214-021-02783-4⟩

We study the optical properties of the $$\hbox {Ag}_{29}$$ (BDT) $$_{12}$$ (TPP) $$_4$$ cluster, the geometry of which is available from experimental structure determination, by means of Fourier-transformed induced densities from real-time (time evol

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::993dbf1b92c107130ef6c1418d1d5ada
https://hal.science/hal-03427436

FET-based integrated charge sensor for organ-on-chip applications

Autor: Hande Aydogmus, Massimo Mastrangeli, Pasqualina M. Sarro, M. Dostanic, Rajarshi Sinha, Mojtaba Jahangiri, W. F. Quiros-Solano

Publikováno v: IEEE Sensors, SENSORS 2020-Conference Proceedings

We present an extremely compact field effect transistor (FET)-based electrochemical sensor for in situ real-time and label-free measurement of ion concentrations in the cell culture area of organs-on-chip (OoCs) devices. This sensor replaces the func

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2dfbf6d98514e26978258341f150cafb
http://resolver.tudelft.nl/uuid:9f1b3ed8-e287-44ef-afdd-baea6dbb7e80