Francesca Venturini

ORCID: 0000-0003-2562-9932
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About
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Research Areas
  • Physics of Superconductivity and Magnetism
  • Spectroscopy and Chemometric Analyses
  • Water Quality Monitoring and Analysis
  • Analytical Chemistry and Sensors
  • Advanced Chemical Sensor Technologies
  • Edible Oils Quality and Analysis
  • Advanced Condensed Matter Physics
  • Spectroscopy and Laser Applications
  • Magnetic and transport properties of perovskites and related materials
  • Gas Sensing Nanomaterials and Sensors
  • Inorganic Fluorides and Related Compounds
  • Neural Networks and Applications
  • Spectroscopy Techniques in Biomedical and Chemical Research
  • Iron-based superconductors research
  • Machine Learning and Data Classification
  • Non-Invasive Vital Sign Monitoring
  • Acoustic Wave Resonator Technologies
  • Photoacoustic and Ultrasonic Imaging
  • Advanced Chemical Physics Studies
  • Electrochemical sensors and biosensors
  • Luminescence Properties of Advanced Materials
  • Advanced Statistical Methods and Models
  • Anomaly Detection Techniques and Applications
  • Superconducting Materials and Applications
  • Advanced Adaptive Filtering Techniques

ZHAW Zurich University of Applied Sciences
2015-2024

Bavarian Academy of Sciences and Humanities
1999-2018

European Synchrotron Radiation Facility
2004-2015

Mettler-Toledo (Switzerland)
2009

Bruker (Switzerland)
2005

Roma Tre University
2001-2002

Istituto Nazionale per la Fisica della Materia
2001-2002

We present a detailed study of the valence and conduction bands VO2 across metal-insulator transition using bulk-sensitive photoelectron O K x-ray absorption spectroscopies. observe giant transfer spectral weight with distinct features that require an explanation which goes beyond Peierls model as well standard single-band Hubbard model. Analysis symmetry energies reveals decisive role V 3d orbital degrees freedom. Comparison to recent realistic many body calculations shows much k dependence...

10.1103/physrevlett.97.116402 article EN Physical Review Letters 2006-09-13

Food and nutrition are a steadfast essential to all living organisms. With specific reference humans, the sufficient efficient supply of food is challenge as world population continues grow. Artificial Intelligence (AI) could be identified plausible technology in this 5th industrial revolution bringing us closer achieving zero hunger by 2030—Goal 2 United Nations Sustainable Development Goals (UNSDG). This goal cannot achieved unless digital divide among developed underdeveloped countries...

10.3389/frai.2024.1328530 article EN cc-by Frontiers in Artificial Intelligence 2024-04-25

Neural networks present characteristics where the results are strongly dependent on training data, weight initialisation, and hyperparameters chosen. The determination of distribution a statistical estimator, as Mean Squared Error (MSE) or accuracy, is fundamental to evaluate performance neural network model (NNM). For many machine learning models, linear regression, it possible analytically obtain information variance confidence intervals results. difficulty not being tractable due their...

10.3390/make3020018 article EN cc-by Machine Learning and Knowledge Extraction 2021-03-29

One of the main challenges for olive oil producers is ability to assess quality regularly during production cycle. The evaluated through a series parameters that can be determined, up now, only multiple chemical analysis techniques. This requires samples sent approved laboratories, making control an expensive, time-consuming process, cannot performed and guarantee point it reaches consumer. work presents new approach fast based on low-cost instrumentation, which easily in field. proposed...

10.1016/j.jfoodeng.2022.111198 article EN cc-by Journal of Food Engineering 2022-07-02

Extra virgin olive oil (EVOO) is the highest quality of and characterized by highly beneficial nutritional properties. The large increase in both consumption fraud, for example through adulteration, creates new challenges an increasing demand developing assessment methodologies that are easier cheaper to perform. As today, determination performed producers chemical analysis organoleptic evaluation. requires advanced equipment knowledge certified laboratories, has therefore limited...

10.3390/foods10051010 article EN cc-by Foods 2021-05-06

Abstract Photonics technologies play a crucial role in driving technological advancements within the agrifood industry, aiming to deliver sustainable food and agriculture, offering healthy, nutritious safe for all of us. Particularly, optical sensors imaging systems, together with machine-learning processing advanced lighting, pivotal monitoring crop soil health unprecedented precision, while safeguarding supply chain. This roadmap aims provide an overview state-of-the-art photonics...

10.1088/2515-7647/adbea9 article EN cc-by Journal of Physics Photonics 2025-03-10

The electron dynamics in the normal state of Bi(2)Sr(2)CaCu(2)O(8+delta) is studied by inelastic light scattering over a wide range doping. A strong anisotropy relaxation found which cannot be explained single-particle properties alone. results strongly indicate presence an unconventional quantum-critical metal-insulator transition where "hot" (antinodal) quasiparticles become insulating while "cold" (nodal) remain metallic. phenomenology developed allows quantitative understanding Raman and...

10.1103/physrevlett.89.107003 article EN Physical Review Letters 2002-08-19

Inelastic light-scattering spectra of underdoped ${\mathrm{La}}_{2\ensuremath{-}x}{\mathrm{Sr}}_{x}{\mathrm{CuO}}_{4}$ single crystals are presented which provide direct evidence the formation quasi-one-dimensional charged structures in two-dimensional ${\mathrm{CuO}}_{2}$ planes. The stripes manifest themselves a Drude-like peak at low energies and temperatures. selection rules allow us to determine orientation be along diagonals $x=0.02$ principal axes $x=0.10$. electron-lattice...

10.1103/physrevlett.95.117002 article EN Physical Review Letters 2005-09-06

The dataset presented in this study encompasses fluorescence excitation–emission matrices (EEMs) and UV-spectroscopy data of 24 extra virgin olive oils (EVOOs) commercially available at supermarkets Switzerland. To investigate the effect thermal degradation, samples were exposed to accelerated ageing 60 ∘C up 53 days. EEMs UV absorption parameters measured 10 steps. can be used, for example, predict one or multiple chemical classify based on their quality from spectra.

10.3390/data8050081 article EN cc-by Data 2023-04-29

The (001) surface of silver (Ag) has been chosen as a simple and well known system for investigating the band mapping potential angle-resolved photoemission spectroscopy in soft x-ray energy range. Low temperature data valence Ag have measured four different high symmetry directions reciprocal space. Furthermore, order to determine intrinsic limits this technique, issue phonon-assisted nondirect transitions is addressed, both function measuring incoming photon energy. experimental are...

10.1103/physrevb.77.045126 article EN Physical Review B 2008-01-23

This work systematically investigates the oxidation of extra virgin olive oil (EVOO) under accelerated storage conditions with UV absorption and total fluorescence spectroscopy. With large amount data collected, it proposes a method to monitor oil's quality based on machine learning (ML) applied highly-aggregated data. EVOO is high-quality vegetable that has earned worldwide reputation for its numerous health benefits excellent taste. Despite outstanding quality, degrades over time due...

10.1016/j.lwt.2023.115679 article EN cc-by LWT 2023-12-27

We have performed an angle resolved photoemission study on a single crystal of the optimally electron doped (n-type) cuprate superconductor Nd2-xCexCuO4 (x=0.15) at photon energy 400 eV. The Fermi surface is mapped out and is, in agreement with earlier measurements, hole-type expected Luttinger volume. However, comparing previous low we observe different shape distribution spectral intensity around contour. observed indicates stronger correlation bulk as compared to surface.

10.1103/physrevlett.93.136402 article EN Physical Review Letters 2004-09-21

Raman and infrared (IR) spectra of an underdoped ${\mathrm{La}}_{1.90}{\mathrm{Sr}}_{0.10}{\mathrm{CuO}}_{4}$ single crystal have been measured as a function temperature. Both techniques provide unconventional low-energy spectra. The IR conductivity exhibits features peaked at finite frequencies which do not counterpart in the response. Below approximately 100 K transfer both spectral weight towards lower energies is found new component response builds up being characterized by very long...

10.1103/physrevb.66.060502 article EN Physical review. B, Condensed matter 2002-08-06

Phosphors based on magnesium titanate activated with Mn 4 + ions are of great interest because, when excited blue light, they display a strong red-emitting luminescence. They characterized by luminescence decay which is strongly temperature dependent in the range from -50 ∘ C to 150 C, making these materials very promising for sensing biochemical field. In this work, optical and thermal properties Mg 2 TiO investigated different doping concentrations. The potential material demonstrated...

10.3390/s18020668 article EN cc-by Sensors 2018-02-24

Object detection in remotely sensed satellite pictures is fundamental many fields such as biophysical and environmental monitoring. While deep learning algorithms are constantly evolving, they have been mostly implemented tested on popular ground-taken photos. This paper critically evaluates compares a suite of advanced object customized for the task identifying aircraft within imagery. The goal to enable researchers choose efficiently from that trainable usable real time infrastructure with...

10.3390/rs16244715 article EN cc-by Remote Sensing 2024-12-17

We performed Raman scattering experiments on superconductivity-induced features in ${\mathrm{Bi}}_{2}{\mathrm{Sr}}_{2}({\mathrm{Ca}}_{1\ensuremath{-}\mathit{x}}{\mathrm{Y}}_{\mathit{x}}){\mathrm{Cu}}_{2}{\mathrm{O}}_{8+\ensuremath{\delta}}$ (Bi-2212), ${\mathrm{YBa}}_{2}{\mathrm{Cu}}_{3}{\mathrm{O}}_{6+\mathit{x}}$ (Y-123), and ${\mathrm{Tl}}_{2}{\mathrm{Ba}}_{2}\mathrm{Cu}{\mathrm{O}}_{6+\ensuremath{\delta}}$ (Tl-2201) single crystals. The results combination with earlier ones enable us to...

10.1103/physrevb.84.144523 article EN publisher-specific-oa Physical Review B 2011-10-28

Although the low frequency electronic Raman response in superconducting state of cuprates can be largely understood terms a d-wave energy gap, long standing problem has been an explanation for spectra observed $A_{1g}$ polarization orientations. We present calculations which suggest that peak position is due to collective spin fluctuation mode.

10.1103/physrevb.62.15204 article EN Physical review. B, Condensed matter 2000-12-01

We analyzed the valence band (VB) of 90 K high-temperature superconductor ${\mathrm{YBa}}_{2}{\mathrm{Cu}}_{3}{\mathrm{O}}_{7\ensuremath{-}\ensuremath{\delta}}$ by photoelectron spectroscopy under standing-wave excitation employing hard x rays. Precisely positioning intensity in unit cell allows selectively probing VB yield from CuO chains and ${\mathrm{CuO}}_{2}$ planes, respectively. Both contribute strongly over whole but spectral weight planes is significantly higher than within about 2...

10.1103/physrevb.92.075117 article EN Physical Review B 2015-08-10

Inelastic neutron scattering data on water confined in Vycor glass are presented for temperatures ranging from 268 to 220 K and hydration levels of 12% 8%. The have been analyzed the framework mode coupling theory, region β relaxation. Strong deviations theoretical predictions found ascribed existence a low frequency excess.

10.1063/1.1367284 article EN The Journal of Chemical Physics 2001-06-08

The pure Fano effect in angle-integrated valence-band photoemission of ferromagnets has been observed for the first time. A contribution intrinsic spin polarization to photoelectrons avoided by an appropriate choice experimental parameters. theoretical description resulting spectra reveals a complete analogy before paramagnetic transition metals. While photocurrent and spin-difference are found good quantitative agreement with experiment case Fe Co, only qualitative could be achieved Ni...

10.1103/physrevlett.95.166401 article EN Physical Review Letters 2005-10-12

The safeguarding of extra virgin olive oil (EVOO) quality throughout its shelf life is imperative due to vulnerability deterioration caused by auto-oxidation and photo-oxidation. This study investigates machine learning (ML) capabilities applied fluorescence spectroscopy detect the ageing EVOO. EVOO was assessed UV-absorption measurements as mandated European Regulations. In parallel, excitation-emission matrices (EEMs) were measured determine predictive potential ML approaches data. First,...

10.1117/12.3016879 article EN 2024-06-20

We present results from light scattering experiments on three insulating antiferromagnetic cuprates, ${\mathrm{YBa}}_{2}{\mathrm{Cu}}_{3}{\mathrm{O}}_{6.05}$, ${\mathrm{Bi}}_{2}{\mathrm{Sr}}_{2}{\mathrm{YCu}}_{2}{\mathrm{O}}_{8+\ensuremath{\delta}}$, and ${\mathrm{La}}_{2}{\mathrm{CuO}}_{4}$ as a function of polarization excitation energy using samples the latest generation. From raw data we derive symmetry-resolved spectra. The spectral shape in ${B}_{1g}$ symmetry is found to be nearly...

10.1103/physrevb.97.024407 article EN Physical review. B./Physical review. B 2018-01-09
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