MAP-Fis Research Conference
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
The Research Conference of the Joint PhD Programme of the University of Minho, University of Aveiro and University of Porto (MAP-fis), was held for the first time in January 2009. The conference counts with the participation of students, teachers, researchers and supervisors from the three universities involved in the MAP-fis joint doctoral programme, focusing on its general research topics i.e., Optics and Photonics; Condensed Matter Physics, Matereials and Nanostructures; High Energy Physics and Cosmology; Climate, Meteorology and Atmosphere Physics.
This event offers a unique opportunity to discover and explore the research conducted by colleagues across the diverse research lines of the Research Centres associated with MAP-Fis. It will also provide a platform to meet your colleagues in person, strengthen connections, and foster potential collaborations!
Participation on-line (via Teams) for all sessions except Climate and Environment:
Participar: https://teams.microsoft.com/meet/313510974425746?p=5B3zQUJVGU75Bv8IaS
ID da Reunião: 313 510 974 425 746
Código de acesso: EU6Q9ie6
MAP-Fis Research Conference 2026 - Climate and Environment
Participar: https://teams.microsoft.com/meet/354604785832363?p=0m6STYYp8qqayekIaH
ID da Reunião: 354 604 785 832 363
Código de acesso: fG2V4B6D
-
-
Welcome: UMinho Anfiteatro de Física Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga -
High Energy Physics and Cosmology I (Chair: Ricardo Z. Ferreira, UM) Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga-
1
A Parameter Scan of Current-Carrying Cosmic Strings
Cosmic string networks are expected to form during symmetry-breaking phase transitions in the early Universe via the Kibble mechanism and arise naturally in many extensions of the Standard Model. In several such scenarios, string networks can carry additional degrees of freedom, such as charges and currents, leading to so-called current-carrying or superconducting cosmic strings. These additional degrees of freedom can significantly affect the evolution of the networks and may lead to distinctive observational signatures. In this work we study the evolution of current-carrying cosmic string networks using large-scale field theory simulations of a U(1) × U(1) model containing two complex scalar fields and their associated gauge fields. In the parameter regime considered here, one sector undergoes symmetry breaking and forms cosmic strings, while the second scalar field remains unbroken outside the string core and provides a condensate localized on the string worldsheet. We explore the network evolution across a broad region of the model’s parameter space, varying condensate and coupling parameters while maintaining the conditions required for stable current-carrying solutions. If time permits, we also present a first characterization of the power spectra of the charge and current fields, providing new numerical diagnostics for the dominant energy loss mechanism of these networks.
Speaker: Ricarda Heilemann (Centro de Astrofísica da Universidade do Porto) -
2
Parameter estimation of rotational core-collapse supernovae gravitational waves with deep learning
Core-collapse supernova (CCSN) events remain one of the most compelling yet still uncovered sources of gravitational wave (GW) signals. Their detection would open a direct window into the physics unfolding deep within a collapsing stellar core. In this work, we evaluate deep-learning (DL) approaches for analyzing GW signals from rotating CCSN, addressing both the classification of these signals in detector noise and parameter estimation of three key bounce-signal parameters: the maximum (peak) frequency, $(f_\textrm{peak})$, the GW strain amplitude ($\Delta h$) scaled by luminosity distance ($D$), $(D \cdot \Delta h)$, and the rotation of the core. Training data are constructed from a set of numerically simulated CCSN waveforms, which we inject into real detector noise drawn from the second part of the fourth observing run (O4b) of the Advanced LIGO and Advanced Virgo instruments.
Our classification network reliably distinguishes Galactic CCSN signals from noise once the signal-to-noise ratio (SNR) of the network exceeds $8$, achieving an overall accuracy of $0.99$. For parameter estimation, we find that all three parameters achieve an $R^2$ above $0.85$, with the rotation rate achieving the best results ($R^2 =0.91$). These results demonstrate that DL techniques offer a promising and computationally efficient approach for extracting physical information from a future Galactic CCSN GW detection.Speaker: Solange Nunes -
3
Non-Minimally Coupled Chain Inflation at High Scales
Chain inflation offers an alternative to standard slow-roll dynamics, with accelerated expansion proceeding through a sequence of rapid quantum tunneling events between metastable vacua. At the high energy scales relevant for the early Universe, scalar fields are generically expected to couple non-minimally to gravity via operators like $\xi R\phi^2$, allowed by symmetry and required as counterterms for interacting theories in curved spacetime. We study the dynamical and observational consequences of this coupling for chain inflation. We find the modifications to the model for arbitrary $\xi$ and focus on interesting phenomenology for $\xi ={\cal O}( 10)$. We show that, in the Einstein frame, the non-minimal coupling induces a field-dependent amplification of the Euclidean bounce action, thus modifying the tunneling rate across the chain. We develop an analytic framework connecting this modified tunneling dynamics to the scalar spectral index, its running, the primordial curvature power spectrum, and the stochastic gravitational wave background from bubble collisions. As one consequence, the non-minimal coupling breaks the rigid relation between the scalar tilt and inflationary scale that drives the minimally coupled pure tilted cosine model to very low energies ($V_*^{1/4}\lesssim 3\,\rm{GeV}$, where $V_*$ is the value of the inflationary potential when the CMB-relevant modes exit the horizon), allowing for viable high-scale chain inflation with $V_*^{1/4}\sim 10^{11}\,\rm{GeV}$. Furthermore, non-minimally coupled chain inflation at high scales produces a peaked stochastic gravitational wave signal in the dHz-kHz bands, accessible to upcoming interferometers such as the Einstein Telescope and Cosmic Explorer. Finally, the model predicts a distinct running of the spectral index that will be testable by the Simons Observatory, making it a prime target for multi-messenger cosmology. Based on 2607.27193.
Speaker: Mr Miguel Barroso Varela (Centro de Física do Porto - University of Porto) -
4
Dark transitions with a weak couplingSpeaker: Marco Finetti (Aveiro University)
-
5
Symmetry Aware Ansatz for Matrix Quantum Mechanics
We develop a symmetry-aware neural quantum state for the $SU(2)$ minimal BMN model. The ansatz enforces gauge and $SO(2)$ invariance through a trace-operator basis and incorporates a WKB-inspired asymptotic tail. This construction enables us to probe the model deep into the strong-coupling regime.
Speaker: Júlio Oliveira (University of Porto)
-
1
-
Condensed Matter Physics and Nanomaterials I (Chairs: Bernardo Almeida and Clarisse Ribeiro, UM) Anfiteatro de Química, Eq. 6 - 2.46 (School of Sciences Campus de Gualtar, Braga)
Anfiteatro de Química, Eq. 6 - 2.46
School of Sciences Campus de Gualtar, Braga
Department of Chemistry, School of Sciences Campus de Gualtar, Braga-
6
COMPOSITE SCINTILLATING NANOFIBERS BY ELECTROSPINNING FOR RADIACTION DETECTION
Scintillation is the phenomenon of luminescence in solids, liquids or gases, originating at the propagation of the ionizing radiation through them. It has long found applications in radiation detection and dosimetry. Currently, most commercial scintillators are inorganic compounds. They exhibit excellent scintillation properties, but suffer from harsh fabrication conditions, high costs and sensitivity to humidity and oxygen. Organic scintillators have also attracted significant attention as they have abundant source materials, ease of processing, low cost and mechanical flexibility. However, they usually give less light output and have weaker interaction with X-rays and gamma rays than inorganic scintillators, so they can be less efficient for high-energy photon detection. Thus, in order to improve these aspects, here we report the creation of hybrid composite nanofibers, combining strong scintillator nanoparticles (anthracene: C14H10) and BaF2 incorporated into a polymer matrix of PET (polyethylene terephthalate), produced by electrospinning. The aim is to combine the strong scintillation response of the organic and inorganic phase with the sustainability, biocompatibility and mechanical flexibility of the host polymer. Their structural, chemical, mechanical, dielectric and optical properties were characterized.
The results show that the nanofibers have a homogeneous surface morphology, and average diameters around 734nm for C14H10 and 1371,9 nm for BaF2. The successful inclusion of the C14H10 and BaF2 particles inside the fibers was observed by X-ray diffraction, Raman spectroscopy, and Infrared spectroscopy. The optical and luminescent properties show absorption peaks from 293nm to 375nm, and emission from 379nm to 479nm with respect to the anthracene. The diffuse reflectance results show that the composite nanofibers exhibit two different transitions resulting from PET and C14H10 contribution, with band gap estimated at PET = 3.86 eV and C14H10= 2.86 eV respectively. The further influence of the anthracene and BaF2 on the fiber’s properties will be presented.Key words: Nanofibers, scintillators, electrospinning, radiation detection
Speaker: Áureo Ucuanjongo (Center of Physics of the Universities of Minho and Porto (CF-UM-UP), Laboratory for Materials and Emergent Technologies (LAPMET), Universidade do Minho, Braga, Portugal) -
7
Cyclodipeptides based composite electrospun nanofibers for Energy Harvesting Applications
The production of functional materials derived from dipeptides is gaining significant attention in bionanotechnology due to their biocompatibility, structural rigidity, versatile morphologies, and ease of functionalization and synthesis. Cyclodipeptides are an emerging group of ring-shaped dipeptides, that exhibit the unique ability to dimerize into quantum dots which self-assemble into supramolecular structures with different morphologies (nanospheres, nanotubes, nanowires, nanofibers) showing quantum confinement and photoluminescence. Amino acids, the building blocks of dipeptides, exhibit chirality. Their non-centrosymmetric structure enables spontaneous polarization and/or ferroelectricity, which is the basis of piezoelectric and pyroelectric effects with applications in optoelectronics and beyond. As a result, cyclodipeptides hold great potential for applications in biological tissue imaging and piezoelectric microdevices.
Electrospinning is a widely used technique for creating nano- or microfibers by utilizing an electric field to draw and elongate a polymer solution into ultrafine fibers. This method also facilitates the functionalization of polymer matrices with active materials to achieve desired properties. As cyclodipeptides exhibit high thermal stability and mechanical strength, in our work, we utilized these properties to make nanofiber systems incorporating dipeptides into PA-11 nanofibers. In this respect, nylon 11 or polyamide 11 (PA-11), a semi-crystalline high-performance polymer has attracted significant attention due to its high sustainability, which is produced from renewable resources. They also exhibit pyroelectric and piezoelectric properties. These characteristics make it an ideal material for use in combinations with the cyclodipeptides, to produce composite nanofibers for piezoelectric energy harvesters, sensors, and nanogenerators.
The obtained nanofibers containing self-assembled nanostructures embedded into the polymer matrix, are wide-band gap semiconductors with 4.0 eV bandgap energy. We studied their structural, morphological, optical, piezoelectric and pyroelectric responses, towards hybrid systems for energy generation and built a prototype energy harvesting system.Speaker: Daniela Santos (University of Minho - CFUM and INL) -
8
Local magnetic fields in NdFeO₃ from μSR and first-principles non-collinear calculations
INTRODUCTION
Rare-earth orthoferrites, such as NdFeO3, exhibit intricate magnetic and structural transitions, making them compelling for
spintronics and optoelectronic applications. NdFeO 3 undergoes a spin-reorientation transition (SRT) between 170 K and 100
K, accompanied by symmetry changes from orthorhombic (Pbnm) to monoclinic (P2 ₁/c). This work explores these
phenomena and their implications, leveraging both experimental data (1-3) and first-principles calculations. The inclusion of
hydrogen impurities and their behavior further adds novelty, offering insights into local environments and structural
transitions relevant to muon spin spectroscopy.
EXPERIMENTAL / THEORETICAL STUDY
The research combines experimental techniques, including Resonance Ultrasound Spectroscopy (RUS) and muon
spectroscopy measurements, with computational approaches using Density Functional Theory (DFT) implemented in VASP.
Simulations incorporate Generalized Gradient Approximation (GGA), PBE+U, Hubbard U corrections, and spin-orbit
coupling to examine the magnetoelastic properties, and hydrogen (H) impurity effects.
RESULTS AND DISCUSSION
Experimental results reveal a structural phase transition that occurs during SRT, with monoclinic symmetry emerging below
170 K and disappearing by 105 K (4). This transition aligns with the observed elastic constant softening (related to the
acoustic frequency softening at the zone-boundary) and spin reorientation of the Fe magnetic states from the c-axis to the a-
axis. Computational studies will corroborate these findings, elucidating the role of hydrogen impurities in modifying elastic
properties during SRT. Preliminary simulations by including the H impurity will support muon spectroscopy observations,
where evidences of a structural phase transition can definitely now be established.
CONCLUSION
This study bridges experimental observations and theoretical predictions, elucidating the SRT and structural phase
transitions in NdFeO3. By incorporating H impurities and analyzing the magnetoelastic coupling, this work advances the
understanding of rare-earth orthoferrites' properties. Future research will focus on high-pressure behaviors for potential
spintronic applications.
REFERENCES
(1) Minh, N.Q., J. Am. Ceram. Soc. 76, 563 (1993).
(2) Harshman, D.R. et al., Phys. Rev. B. 36, 8850 (1987).
(3) Yuan, S.J. et al., Phys. Rev. B. 87 (2013).
(4) Moreira, J.A., et al., Experimental Data (unpublished).ACKNOWLEDGMENTS
The authors acknowledge FCT for projects LA/P/0095/2020, UIDP/04968/2025 and UIDB/04968/2025, DrivenPhonon4Me
- 2022-03564 PTDC, and 2022.00082. CEECIND (HYDROCAT). The authors recognize the provided HPC resources from
projects POR026PROD/epor029 to access MareNostrum05 (BSC), and EHPC-BEN-2024B04-044 to access Leonardo
(CINECA)Speaker: Muhammad Aasim (PhD Physics Student at IFIMUP - Faculty of Science of the University of Porto) -
9
Spatially and temporally modulated active patches for skin cancer treatment
Skin cancer is the most commom of all cancers and can be divided in three types: basal cell carcinoma, squamous cell carcinoma, and melanoma, the latter being the most aggressive. Current therapies for melanoma present several drawbacks, which highlights the need for new therapeutic approaches.
Electroactive, biocompatible, and biodegradable polymers, such as poly(3-hydroxybutyrate-co-3-hydroxyvalerate) (PHBV) and silk fibroin (SF), are attracting increasing interest for the development of active scaffolds in tissue engineering applications.
Nanotechnology applied to the healthcare area has demonstrated a significant impact in regenerative medicine and in conventional melanoma therapies. New alternative approaches to treat cancer are being based on nanotechnology and, among several alternatives, photodynamic effects based therapies have increased treatment efficacy.
In this study, fibers with different PHBV/SF ratios were produced by electrospinning. The materials were subjected to physicochemical and biological characterization. Their biological performance was evaluated using HaCat keratinocyte cells to mimic skin conditions. The effect of an active microenvironment was investigated by applying mechanical stimulation to induce an electrical response through the piezoelectric properties of fibers. Mechanoelectrical stimulation appears to enhance keratinocyte proliferation. The antimicrobial activity of the developed materials was also evaluated against E. coli and S. aureus and preliminary results showed that the developed materials have antimicrobial properties against both strains.
In parallel, a study of nanoparticles was performed. Lab made and commercial samples were characterized regarding physical properties and photothermal behaviour. These nanoparticles showed different size, shape and light absorption. The different nanoparticles react to light and when included in the system add a new functionality.
In conclusion, this study shows promising materials and nanoparticles for the development of skin patches for regeneration and cancer treatment.Speaker: Diana Bogas (Centro de Física das Universidades do Minho e do Porto) -
10
Development of a Digital Fast-Timing $\gamma$ Spectrometer
In recent years, nuclear spectroscopy experiments have progressively replaced traditional analog setups with compact and affordable digital data acquisition systems. These systems reduce size and electronic complexity while maintaining adequate performance for a wide range of applications.
More recently, digital Time Differential Perturbed Angular Correlation (PAC) spectroscopy setups have been implemented at ISOLDE/CERN and at IFIMUP (Porto, Portugal) using CAEN DT5730s digitizers operating at a sampling rate of 500 MS/s with 14-bit ADC resolution. For PAC experiments employing probes such as $^{111m}$Cd and $^{111}$In, whose probe state has a half-life of 84 ns, the digital systems are fully operational and provide results equivalent to those obtained with conventional analog electronics.
However, PAC studies using probes with much shorter probing half-lives, such as $^{199m}$Hg (2.46 ns) and $^{181}$Hf (10.8 ns), remain limited. These experiments require an effective time stamp resolution significantly smaller than the digitizer sampling period of 2 ns, which cannot be achieved through hardware-based digital processing alone. This limitation can nevertheless be addressed through post-processing of the detector output signals, taking advantage of the high 14-bit ADC resolution.
In this work, the recorded waveforms were subjected to several off-line timing methods to refine the determination of event timestamps. Results obtained from 511-511 keV photon coincidences following the $\beta^+$ decay of $^{22}$Na show a clear improvement in time-stamping resolution. The method becomes effectively insensitive to sub-2 ns delays between the arrival times of the two photons. These results indicate that cost-effective digitizer units can be employed in modern detection experiments while preserving good timing performance and eliminating the need for precise channel synchronization.
Speaker: Antonio Duarte Neves Cesario (Universidade do Porto (PT))
-
6
-
Coffee Break Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga -
Climate and Environment (Chair: Alfredo Rocha, UA) on-line
on-line
-
11
Tropical Cyclones in the Mozambique Channel: Present Variability, Climate Drivers and Implications for Early Warning Systems
Southern Africa is highly exposed to multiple climate extremes, including tropical cyclones (TCs), floods, droughts and heatwaves. In particular, TCs within the Mozambique Channel (MC) domain impose recurrent humanitarian and economic costs. Moreover, objective evaluations of automated TC screening algorithms in this region are still lacking. Hence, there is a clear need to develop, implement and evaluate these algorithms over this domain. This doctoral research investigates the present variability and future projections of these systems, with particular emphasis on TCs in the MC and their implications for Early Warning Systems.
This study validates the Cyclone TRACKing framework (CyTRACK) algorithm for detecting and tracking TCs within the MC from 1999–2025. ERA5 reanalysis data are used as input, and the results are evaluated against the International Best Track Archive for Climate Stewardship (IBTrACS) dataset as a reference. Spatial validation indicates high reliability, with a mean absolute error (MAE) of approximately 42 km, well within World Meteorological Organization operational thresholds. In addition, a total of 71 reference TCs were assessed and 49 TCs were detected and tracked, with a probability of detection (POD) of 69%, and a false alarm ratio (FAR) of 0%. Therefore, this validated framework provides the basis for regional cyclone climatology and variability analysis, particularly future projections.
The research assesses regional climatology, large-scale climate signals and thermodynamics, exhibiting a pronounced seasonal TCs concentration between January and March. In the 2020s, rapid intensification (RI) events increased by 43.8 per cent, whilst landfall systems activity rose 43.5% yearly. Geographical tracking reveals that the central coast of Mozambique accounts for approximately 46.2 per cent of all historically recorded landfalls. Finally, a diagnostic framework using products relating to sea surface temperature (SST), Relative Oceanic Niño Index (RONI), Indian Ocean Dipole (IOD) indices, and compound-scenario analyses demonstrate that interacting ocean/atmospheric conditions substantially alter cyclone metrics (genesis, landfall, severity, RI, and energy dissipation), supported by robust statistical diagnostics.
Speaker: Mr Isildo Gomes (Department of Physics & CESAM, University of Aveiro, Portugal) -
12
Atmosphere-fire coupled wildfire modelling under climate change scenarios, using WRF-SFIRE.
Studying climate change impacts on wildfires has become key in recent decades, as climate linked extreme wildfire events have been occurring more often across southern Europe. Employing atmosphere-fire modelling frameworks that combine landscape characterization of fuels connected to atmospheric feedbacks, allows us to determine how certain weather conditions can affect a wildfire progression in a given location. In this study we employed the coupled atmosphere-fire numerical model WRF-SFIRE, in a phased approach to landscape management under future climate scenarios. The initial phase methodology used the Fire Weather Index (FWI) to determine high fire danger danger, assuming a worst-case scenario. This experiment used 13 fuel descriptors native to the United States, NFFL fuel models. In the current phase, the gap between NFFL and Portuguese fuel models was bridged, validating them across 4 different wildfires and comparing them to satellite based observations. Results provided improvements in burnt area and rate of spread estimates, less biased in the Portuguese fuel models. Simulated to satellite comparison estimates of fire energy release from fire showed an overestimation in both cases.
Speaker: Ricardo Vaz -
13
Analysis of the aerosol atmospheric rivers affecting the Iberian PeninsulaSpeaker: Diogo Luís (University of Aveiro)
-
11
-
Optics & Photonics (Chair: Michael Belsley, UM) Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga-
14
III-V-on-Si Photosensitive NanoLED Arrays for an Insect Vision Inspired Neuromorphic On-Chip PlatformSpeaker: João Azevedo (INL - International Iberian Nanotechnology Laboratory)
-
15
Harnessing photons for quantum information processing - from Interaction-free Quantum Imaging to Photonic Quantum Computing
The use of quantum mechanical systems for the storing, processing and transmission of information unlocks potential gains in speed and functionality inaccessible to classical technologies.
Photonic platforms in particular are powerful sensing technologies, and their quantum behaviour can be exploited for the highly non-classical imaging technique of interaction-free imaging. In principle, this protocol allows the imaging of an object with much less than the classically expected amount of light being absorbed or scattered by the object, useful, for instance, to image photosensitive biological samples or ultracold atom clouds. In the first part of this talk, we will explore an extension of the standard scheme to the imaging of multiple objects with a single quantum probe and discuss its experimental implementation on a universal integrated photonic processor.
Photonic-based systems are also a promising candidate for building general-purpose quantum computers, which promise to bring exponential speed-ups in certain algorithms currently unattainable to the most powerful classical supercomputers. One relevant architecture, called Spin-Optical Quantum Computing (SPOQC), combines spin-based single photon emitters with photonic flying qubits, benefitting from the best features of both light and matter systems. In the second part of the talk, we explore a SPOQC implementation of a protocol for the preparation of magic states, a key resource for the universality of quantum computers which is non-trivial and typically expensive to prepare. We discuss how this protocol significantly lowers demands on required resources at the cost of robustness to noise, and how it may be more adequate for near-term, lower-scale devices.Speaker: Sara Franco (Universidade do Minho/INL) -
16
Post-processing micro/nanotechnologies of fiber tip sensors
The interfacing of optical fibers with materials can lead to greater versatility for measurand detection. In this work, we fabricated microstructures at a fiber tip, using different fibers, for sensing. One method is the self-written waveguide, which was developed in single mode and hollow core fibers, attaining Fabry-Perot interferometers for temperature and humidity sensing. Another method is the two-photon polymerization, which was also used in different fibers to fabricate more complex structures at the fiber tips, allowing for interferometers to arise while providing open access channels to the hollow core fibers. These configurations were also used for simultaneous detection of temperature and humidity with high resolution.
Speaker: João Santos (Universidade de Aveiro) -
17
Mapping the Funnel of Life: Luminescent Nanoprobes as Reporters of Hydration-Water Structural Heterogeneity
Water’s anomalies stem from fluctuations between low-density (LD) and high-density (HD) local structural motifs, which remain difficult to probe within the hydration layers governing biomolecular and colloidal stability. We demonstrate that luminescent nanoprobes, including upconversion nanoparticles (UCNPs), CdTe quantum dots (QDs), and fluorescent proteins, act as reporters of this structural polymorphism. By monitoring temperature-dependent optical and Brownian observables, we identify a characteristic crossover temperature (Tc) marking the depletion of LD motifs [1].
Our findings establish effective surface charge density (σf) as a unifying descriptor for Tc: higher interfacial electrostatics stabilize LD motifs, causing data from diverse systems to collapse onto a single master curve [2]. This framework is validated through isotopic substitution (D2O and H218O), which perturbs hydrogen-bond dynamics and shifts these structural crossovers [3]. Extending this to high-pressure regimes using diamond anvil cells, we report the first evidence of pressure-induced LD fluctuation suppression. Above 0.1 GPa, the bilinear optical signature of CdTe QDs vanishes, resulting in a strictly linear response. This collapse of structural heterogeneity provides direct support for the "Funnel of Life" scenario, identifying a pressure-dependent boundary for water's anomalies [4]. Together, these results establish luminescent nanoprobes as a powerful toolset for navigating water’s complex metastable landscape.References
[1] Raposo Filho, R. S., Guo, Y., Maturi, F. E., Brites, C. D., & Carlos, L. D., Acc. Chem. Res., 59(7), 1126-1137 (2026).
[2] Raposo Filho, R. S., Brites, C. D., & Carlos, L. D., J. Phys. Chem. Lett., 16(45), 11683-11689 (2025).
[3] Raposo Filho, R. S., Guo, Y., Brites, C. D., & Carlos, L. D., Optical Materials, 176, 118145 (2026).
[4] Raposo Filho, R. S., Panov, N., Maturi, F., Marin, R., Brites, C. D., Jaque, D., & Carlos, L. D. (unpublished).Speaker: Ramon Raposo Filho (University of Aveiro)
-
14
-
Lunch
-
Condensed Matter Physics and Nanomaterials II (Chairs: André Chaves, UM and João Viana Lopes, UP) Anfiteatro de Química, Ed. 6 - 2.46 (School of Sciences)
Anfiteatro de Química, Ed. 6 - 2.46
School of Sciences
School of Sciences, Campus de Gualtar, Braga-
18
Linear-Scaling Estimation of Local Observable Maps
In condensed matter systems where translational invariance is inevitably or deliberately broken, probing local observables is paramount to addressing a
wealth of intriguing phenomena, such as multifractality, quasiparticle interference and real-space orbital magnetic textures.
In this talk we show that the well-known computational bottleneck of computing local properties in non-periodic lattices of realistic sizes can be
circumvented by the use of a novel, highly scalable real-space approach [1]. After demonstrating its significant advantages by benchmarking on the π-flux
model with isolated and clustered defects, we extend our numerical framework to inhomogeneous correlated systems [2]. As a proof of concept, the method
is used to investigate the local robustness of s-wave and p-wave superconducting phases in disordered graphene in a fully non-perturbative fashion. These
results bring opportunities for the real-space simulation of non-periodic quantum phases of matter beyond previous approaches.
[1] Veiga, H. P., Pinheiro, D. R., Pires, J. P. Santos, & Lopes, J. M. Viana Parente. (2026). Markov Inequality as a Tool for Linear-Scaling Estimation of Local Observables.Phys. Rev. Research 8, 033015Speaker: Henrique Veiga (Centro de Física das Universidades do Porto e Minho; University of York) -
19
Optical Signature of Bulk Vacancies in Nodal Line Semimetals
Weyl nodal loop semimetals are topological semimetals where the valence and conduction bands linearly touch along one dimensional loops in momentum space. A manifestation of their non-trivial topology is the presence of zero energy surface states, induced by chiral symmetry, on surfaces parallel to the loop plane. Unlike their insulator counterparts, these exotic phases may be unstable to small perturbations that respect their topology-protecting symmetries. Results for symmetry-breaking disorder have been reported. However, the case of vacancies preserves the underlying symmetry, and remains largely open.
Here, we will discuss the effects of vacancies in the bulk of a nodal loop semimetal tight-binding model, as well as an effective low energy model for a circular nodal loop, where an analytical approach is tractable. We focus on the changes in the density of states (DOS), computed via a projected Green’s function formalism, and study the linear optical conductivity in the presence of vacancies. A single cell-vacancy creates broad peaks near the Fermi level, but the system remains a semimetal, whereas site-vacancies induce a sharp peak at zero energy.
The optical conductivity in the presence of site vacancies has a sharp absorption edge at $\omega=E_F$, followed by a power law decay which, for a single vacancy, goes as $\sim 1/\omega^2$. The cell vacancy case reveals a complete vanishing of the optical gap.
Speaker: João Santos Silva (CF-UM-UP, Centro de Física do Porto, FCUP) -
20
Real-Space Theory of Nonequilibrium Orbital Magnetization in Non-crystalline Systems
The nonequilibrium generation of orbital magnetization by applied electric fields is a central problem in the emerging field of orbitronics [1,2]. Its theoretical description, however, is challenging because the conventional expression for orbital magnetization involves the position operator, which is ill-defined under periodic boundary conditions. Although the modern theory of orbital magnetization overcomes this difficulty by reformulating the problem in terms of Bloch states [3], its extension to nonequilibrium systems and beyond the clean-crystal limit [4,5] remains incomplete.
Here, we present a general real-space formalism for nonequilibrium orbital magnetization that avoids explicit use of the position operator and is directly applicable to systems lacking perfect translational symmetry, including disordered and quasiperiodic materials. The orbital magnetization response is extracted from the current-current response function at first order in the wave vector of the applied electric field and is formulated entirely in terms of traces of operators in a basis-independent manner. The resulting expressions are manifestly gauge invariant and position-independent. The trace-based formulation is ideally suited to large-scale numerical calculations using the Kernel Polynomial Method, enabling simulations of system sizes that are inaccessible to conventional approaches and providing an efficient framework for investigating disorder effects. We demonstrate the versatility of the formalism through numerical tight-binding calculations of the magnetoelectric effect in a disordered two-dimensional CuO2 loop current model for different types of disorder.References:
[1]A. Johansson, J. Phys.: Condens. Matter 36 423002 (2024)
[2] T. Cysne et al., npj Spintronics 3, 39 (2025)
[3]Davide Ceresoli et al., Phys. Rev. B 74, 024408 (2006)
[4]O. Ocaña et al., SciPost Phys. 14, 118 (2023)
[5]K. Shinada et al., Phys. Rev. B 107, 094106 (2023)Speaker: João Pinho (Centro de Física do Porto) -
21
Tensor network approach to real-space superconductivity in quasicrystals
The recent discovery of superconductivity in quasiperiodic twisted trilayer graphene (tTLG) underscores the complex interplay between quasiperiodicity and interactions in moiré materials [1]. Furthermore, previous work by the authors [2] has shown that quasiperiodicity can lead to an enhancement of superconductivity in one-dimensional quasiperiodic models. However, a proper theoretical description of superconductivity in quasiperiodic moiré materials is still lacking, due to the lack of translational invariance that implies that real-space numerical methods must be necessarily employed to study moiré systems such as twisted bilayer graphene (tBLG), requiring the simulation of system sizes in the order of millions of atoms [3].
We propose a real‐space tensor network approach to study s‐wave superconductivity in two‐dimensional quasicrystals with eightfold rotational symmetry. Building on the tensor network kernel polynomial method combined with the quantics tensor cross interpolation method (QTCI) to represent ultra-large real-space Hamiltonians [4, 5], we can obtain real-space mean-field solutions for on-site pairing across systems exceeding one billion sites. This scalable approach enables computation of the local density of states and the spatially resolved superconducting pairing, revealing how eightfold symmetry and the quasiperiodic structure of the system shapes the texture of s-wave order. Our work opens a path towards quantitative real-space characterization of superconductivity in quasiperiodic moiré systems that require large-scale simulations.References
[1] A. Uri et al., Nature 620 (2023) 762–767.
[2] R. Oliveira et al., Phys. Rev. B 113 (2026), 174206
[3] Miguel Gonçalves et al., 2D Mater 9 (2021) 011001
[4] Yitao Sun et al., Phys. Rev. Research 7 (2025) 043288
[5] Tiago V. C. Antão et al., Phys. Rev. Lett. 136 (2026) 156601Speaker: Ricardo Oliveira (Centro de Física das Universidades do Minho e Porto, LaPMET) -
22
Quantics Purification Mean-Field Approach to 2D Moiré Materials
The emergence of correlated phases, such as unconventional superconductivity, in
two-dimensional moiré materials is one of the most fascinating developments in condensed
matter physics. However, the interplay between the large-scale moiré patterns, the formation of
flat bands, and the subsequent interaction-induced phases poses a significant challenge for
numerical simulations. In realistic settings, twist-angle disorder or substrate interactions are
sufficient to break translation symmetry or create super-moiré effects precluding the use of
standard continuum models.
To overcome this, we propose a mean-field approach enhanced by quantics tensor networks.
By utilizing a tensor-train representation of the mean-field Hamiltonian and the reduced density
matrix, this method achieves logarithmic scaling with the system size. This scaling is a crucial
advantage, enabling the simulation of exponentially large systems and capturing super-moiré
physics. By comparison, exact diagonalization or even linear scaling methods such as the Fermi
Operator Expansion become prohibitive at this length scales.
In this work, we study a two-dimensional model hosting both flat bands and
incommensurability-induced critical states. We introduce a zero-temperature purification scheme
of the reduced density matrix that takes the tensor-network representation of the mean-field
Hamiltonian and iteratively applies a low-order polynomial, converging to the density matrix.
We analyze the real-space distribution of the charge density as well as its Fourier transform, to
detect the presence of quasi-fractal order. Finally, we will discuss the physical implications of
this quasi-fractal order for the broader understanding of strongly correlated phases in
super-moiré systems.Speaker: Nicolau Sobrosa
-
18
-
High Energy Physics & Cosmology II (Chair: Eugen Radu, UA) Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga-
23
Electromagnetic Duality in Black Hole Mergers
The electromagnetic duality is a symmetry of Maxwell’s equations in vacuum that can be used as a method to generate dyonic or magnetic solutions from the purely charged case. Since this symmetry does not make any assumptions regarding the underlying geometry, it also applies to dynamical spacetimes. Here, we show that the emitted electromagnetic radiation differs between solutions in the same dual family and explore this duality in dynamical spacetimes.
Speaker: José Ferreira (University of Aveiro) -
24
EEEC from CFT correlation functions
We extend event shape distributions for N detectors in conformal field theories. We explain how to compute this observable starting from the Euclidean kinematic by means of a non-trivial analytic continuation which can be elegantly performed in Mellin space. We study the formalism in detail for three scalar detectors in N=4 SYM both at weak and strong coupling and we also consider a mixed of scalar and energy detectors.
Speaker: Ricardo Almeida Rodrigues (University of Porto) -
25
EMRI dynamics around rotating boson stars
Extreme mass-ratio inspirals (EMRIs) are expected to provide precision probes of strong field gravity and the nature of compact objects, making them key targets for LISA. While Kerr black holes remain the standard paradigm, exotic compact objects such as
rotating boson stars have emerged as possible alternatives. These horizonless objects can have a toroidal energy distribution, leading to a richer geodesic structure and novel orbital features absent in Kerr spacetimes. In this work, we study the evolution of
equatorial EMRIs around rotating boson stars under the adiabatic approximation. In the quasi-circular limit, we showed that an inspiral can be naturally followed by an outspiral phase, producing a backward chirp in the gravitational-wave signal. We further derive the conditions under which such behaviour can arise in generic compact objects. Finally, we also extend the analysis to eccentric orbits.Speaker: Manuel Mariano (Universidade de Aveiro) -
26
Effective Field Theory for Compact Objects in HolographySpeaker: Filipe Miguel Martins Macedo Serrano Coelho
-
27
A Freeze-In Interpretation of the LZ 248 keV Nuclear Recoil Event
The LUX-ZEPLIN (LZ) experiment recently reported a nuclear recoil candidate at $E_R \simeq 248 $ keV. Inelastic dark matter (DM) is among the best-motivated explanations of this signal, since it suppresses the low-energy recoils that elastic scattering would predict. However, in thermal freeze-out the relic density fixes the DM–nucleon cross section for a given mass. In this talk, based on arXiv:2609.13130, we will consider a pseudo-Dirac fermion with a heavy $Z^\prime$ mediator, produced via freeze-in with a reheating temperature $T_R$ below the DM mass. We will show that $T_R$ breaks the one-to-one relation between mass and cross section. As a result, the LZ candidate is reproduced over a continuous region of parameter space, including splittings below the thermal benchmark, with $m_\chi ≃ 0.5–1$ TeV as the most favourable range.
Speaker: Vinícius Oliveira (Universidade de Aveiro)
-
23
-
Coffee Break Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga -
Condensed Matter Physics and Nanomaterials III (Chairs: José Pedro Basto, UM and João Ventura, UP) Anfiteatro de Química, Ed. 6 - 2.46 (School of Sciences)
Anfiteatro de Química, Ed. 6 - 2.46
School of Sciences
-
28
Charge transport and optical surface state signatures of disordered topological insulator systems
The integration of 3D topological insulator (TI) materials, such as $\text{Bi}_2 \text{Te}_3$, $\text{Bi}_2 \text{Se}_3$, and $\text{Sb}_2 \text{Te}_3$, into emerging technological platforms has attracted significant research interest across various fields, particularly in spintronics [1]. While their fundamental properties have been extensively studied in crystalline systems, particularly epitaxial films, disorder, finite-size effects, and interfaces can introduce complex parallel conduction pathways that complicate the identification of transport phenomena associated uniquely with the topological surface states (TSS) [2]. This is particularly relevant in disordered systems where direct band-structure probes, such as angle-resolved photoemission spectroscopy (ARPES), become experimentally unfeasible, motivating correlative approaches that combine electronic transport with complementary probes.
In this work, we first investigate the structural and electronic properties of disordered $\text{Bi}_2 \text{Te}_3$ thin films ($13 - 191$ nm) produced through sputtering deposition on flexible, polyimide substrates [3]. Raman spectroscopy, X-ray diffraction, and electron microscopy reveal polycrystalline, granular films whose structural organization is substantially improved following ex-situ annealing at $T_a > 250$ °C. Temperature-dependent resistivity measurements of annealed films ($T_a = 300$ ºC) reveal a meta-metallic transport regime (20 - 100 K), consistent with previous reports on granular films and with competition between bulk (semiconducting) and surface (metallic) conduction contributions. Isothermal magnetoconductance measurements ($3 - 20$ K) show characteristic weak antilocalization (WAL). Analysis via the Hikami–Larkin–Nagaoka model reveals a monotonic increase of the pre-factor $\alpha$ with thickness ($0.5 \to 1$), consistent with the expected thickness-dependent coupling of TSS channels [4]. Concurrently, the decoherence exponent of the phase coherence length ($L_{\mathrm{\phi }}\propto T^{-p}$) shifts from $0.7 \to 0.5$ post-annealing, indicating a shift towards 2D-dominated quantum coherence effects.
Motivated by the growing interest in printed and solution-processable functional 2D and quantum materials, we extend this study to hybrid TI/polymer composites prepared from solvothermally synthesized nano-pellets of $\text{Bi}_2 \text{Te}_3$ embedded in a polymeric matrix, aiming to investigate whether similar transport signatures can persist in such systems. The disordered composite network exhibits temperature-dependent transport consistent with Efros–Shklovskii variable range hopping, while magnetoconductance measurements reveal strongly suppressed 2D WAL contributions within the HLN description ($\alpha \sim 0.001$, $L_\phi \propto T^{-0.5}$).
As a complementary approach for probing surface-state dynamics, we have developed an optical pump–probe setup which uses a femtosecond laser operating at 800 nm. Preliminary measurements of epitaxial $\text{Bi}_2 \text{Se}_3$ reference samples reveal system relaxation consistent with expected contributions from both electron–electron and electron–phonon relaxation processes.
These results highlight the crucial role of structural engineering in enabling robust surface transport and the importance of establishing consistent metrology for surface state signatures in disordered samples, demonstrating the potential of scalable, flexible TI-based platforms for beyond-CMOS applications.References
[1] Q. L. He, T. L. Hughes, et. al, Nature Materials 21, 15 (2022).
[2] A. Banerjee, O. Deb, K. Majhi, et. al, Nanoscale 9, 6755 (2017).
[3] M. Moreira, A. L. Pires, S. Ferreira‐Teixeira, et. al, Adv. Funct. Mater. 34(45) (2024).
[4] W. J. Wang, K. Gao, Z.-Q. Li, Scientific Reports 6, 25291 (2016).Speaker: Mafalda Moreira (IFIMUP - Institute of Physics for Advanced Materials, Nanotechnology and Photonics, Faculty of Sciences, University of Porto) -
29
Phase Transitions and Uniaxial Negative thermal Expansion in CsNdNb2O7: Combined Local Probe and Diffraction Study
Zhu et al. [1] report that the CsNdNb₂O₇ system undergoes two phase transitions: a polar-to-antipolar structural change at 625 K followed by a transition to the aristotype at 800 K, resulting in three distinct phases— P2$_{1}$am (#26), C2/m (#12), and P4/mmm (#123). Their study attributes these transitions to rotations and tilts of NbO₆ octahedra, which not only stabilize the polar ferroelectric phase but also induce negative thermal expansion (NTE) in the c-axis lattice parameter during the 625 K transition.
Building on these findings, our work employs a multimodal strategy to systematically investigate the phase behavior and structural evolution of CsNdNb₂O₇. Synchrotron X-ray diffraction (SXRD) provides high-precision measurements of lattice parameters and confirms the occurrence of NTE [1]. However, due to SXRD’s limited sensitivity to light elements and subtle local distortions, we incorporate three complementary techniques:
- Perturbed Angular Correlation (PAC) Spectroscopy: A local probe is highly sensitive to atomic-scale dynamics, measuring the electric field gradient (EFG) at specific sites to capture information on local symmetry and NbO₆ rotational environments.
- Neutron Powder Diffraction (NPD): Leveraging the large neutron scattering cross-section of oxygen, NPD accurately determines oxygen positions, enabling detailed quantification of temperature-dependent distortions in both the perovskite and rock-salt layers, which are directly linked to the NTE mechanism.
- Density Functional Theory (DFT): Utilizing structural data from NPD, DFT calculations provide theoretical EFG values and offer an in-depth analysis of the electronic and structural intricacies underlying the phase transitions.
By integrating local (PAC), long-range and oxygen-sensitive (NPD), and theoretical (DFT) methodologies, our approach delivers critical new insights into the underlying mechanism of negative thermal expansion (NTE).
Our findings not only confirm the previously proposed structural evolution in CsNdNb₂O₇ but also underscore the importance of a multimodal characterization strategy in understanding phase transitions and thermal expansion anomalies in layered perovskites, particularly within the Dion-Jacobson family.
[1] Zhu T., et al., Chemistry of Materials 32, 10, 4340–4346 (2020).Speaker: Pedro Alexandre Silva De Sousa (Universidade do Porto (PT)) -
30
Electrospun Nanofibers for Advanced Solar Cells
This thesis project focuses on the development of functionalized, photoactive hybrid nanofibers for potential application in next-generation photovoltaic technologies. The research investigates the incorporation of photoactive organic materials, particularly MDMO-PPV:PCBM, and natural pigments such as chlorophyll and curcumin into biopolymer matrices to produce composite nanofibers by electrospinning.
The experimental work involves the preparation of polymeric solutions containing the selected photoactive materials, followed by electrospinning to obtain functionalized nanofiber mats. The influence of the preparation and electrospinning conditions on the resulting fiber morphology is being investigated. Particular attention is given to chlorophyll as a naturally derived photoactive material, while a second photoactive material is currently under development and characterization.
The morphology of the developed nanofibers is being evaluated by scanning electron microscopy (SEM). The experimental preparation process and the current SEM characterization will be discussed as part of the ongoing research.
Overall, the project aims to contribute to the development of flexible, biocompatible, and potentially sustainable solar-active nanofiber mats with potential applications in flexible and wearable photovoltaic technologies.Speaker: sameh ifa -
31
Signatures of Incommensurability in moiré Quasi- crystals
Moiré materials represent one of the richest fields in condensed matter physics, with twisted
bilayer graphene (TBG) serving as a prime example. TBG exhibits exotic physical properties,
including unconventional superconductivity and delocalized eigenstates in both momentum
and real space near the flat-band regime. Recent experiments on hBN/TBG and twisted trilayer
graphene (TTG) have uncovered a new, intrinsically quasiperiodic regime driven by competing
incommensurate moirés, dubbed moiré quasicrystals. Because these phases also host robust
correlated states, understanding the exact role of quasiperiodicity is essential to determine
whether such phenomena are driven by correlation, topology, or the explicit breaking of
translational invariance.
To address this, we perform real-space atomistic tight-binding simulations of 2D moiré
materials containing up to 15 million atoms. By comparing quasiperiodic and commensurate
(unit cell = 1 moiré cell) TBG, we conduct a multifractal analysis of the local density of states to
extract the singularity spectrum, a quantity directly accessible to experimentalists via STS
maps. Our results show that incommensurate magic-angle TBG, the flat band is strictly
multifractal, whereas commensurate structures remain monofractal.
We acknowledge support from Fundação para a Ciência e a Tecnologia through Grant No. UID/
04650/2025 and project QPIMoireS (DOI: 10.54499/2023.17745.ICDT).Speaker: Raul Liquito (Faculdade de Ciências Universidade do Porto) -
32
Lead-free multiferroic heterostructures for enhanced magnetic field sensing
Nanostructured strain-coupled multiferroic composite thin films, combining magnetostrictive and piezoelectric phases, have attracted wide interest due to their strong magnetoelectric (ME) effect. Their stress-mediated coupling arises from the interfacial mechanical interaction between the two phases, which links their elastic, electric and magnetic fields and enables the mutual detection and control of magnetic and electric signals. Single-phase magnetoelectrics remain impractical for most devices, as their ordering temperatures lie below room temperature, whereas composite systems offer larger ME responses and a far wider choice of active phases. Applications span information storage, actuators, antennas and lower power electronics, and, importantly, magnetic field sensing. However, the dynamical magnetic-electric properties of nanoscopic bilayer systems and their application in magnetic field sensing remains poorly explored.
Pulsed laser deposition allows epitaxial oxide heterostructures to be grown with nanometric thickness control and was used in this work to prepare lead-free bilayer nanocomposite films combining BCZT ((1−x)(Ba0.7Ca0.3)TiO3–x[Ba(Zr0.2Ti0.8)O3]) and CoFe2O4 on SrTiO3 (100) substrates. BCZT is a ferroelectric with a piezoelectric coefficient reaching 496 pC/N in bulk ceramic samples, comparable to state-of-the-art PZT ceramics, while CoFe2O4 is an inverse spinel ferrite with high magnetostriction and magnetocrystalline anisotropy, making them good
candidates for strain-mediated ME coupling. Both stacking orders were grown, with either the ferroelectric or the ferrite deposited first, so that the influence of the growth sequence on the interface could be isolated.
The structural, morphological, dielectric and ferroelectric properties of the bilayers were characterized. X-ray diffraction shows that BCZT grows epitaxially on SrTiO3 but becomes polycrystalline when deposited onto CoFe2O4. The two stacking orders sustain interfacial strain of opposite sign, tensile when BCZT is grown onto the STO substrate and compressive when deposited on CFO respectively. Impedance spectroscopy resolves two thermally activated relaxation processes together with a pronounced thermal hysteresis, while P–E measurements confirm the polar responses. Electrical behaviour depends strongly on the stacking order. The films with BCZT deposited first show much higher capacitanceand well defined P-Hysteresis loops, as compared to the reverse configuration. This points to an important role of interfacial strain engineering in controlling the electrostatic boundary conditions in the multiferroic thin films.Speaker: Tiago Rodrigues (University of Minho)
-
28
-
High Energy Physics & Cosmology III (Chair: Raul Sarmento, UM) Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga-
33
VIGILant: an automatic classification pipeline for glitches in the Virgo detector
Glitches frequently contaminate data in gravitational-wave detectors, complicating the observation and analysis of astrophysical signals. This work introduces VIGILant, an automatic pipeline for classification and visualization of glitches in the Virgo detector. Using a curated dataset of Virgo O3b glitches, two machine learning approaches are evaluated: tree-based models (Decision Tree, Random Forest and XGBoost) using structured Omicron parameters, and Convolutional Neural Networks (ResNet) trained on spectrogram images.
While tree-based models offer higher interpretability and fast training, the ResNet34 model achieved superior performance, reaching a F1 score of 0.9772 and accuracy of 0.9833 in the testing set, with inference times of tens of milliseconds per glitch. The pipeline has been deployed for daily operation at the Virgo site since observing run O4c, providing the Virgo collaboration with an interactive dashboard to monitor glitch populations and detector behavior. The pipeline also identifies low-confidence predictions, highlighting glitches requiring further attention.Speaker: Tiago Fernandes -
34
Machine Learning Anomaly Detection techniques for the search of new physics at LHC with ATLAS experiment
Anomaly Detection (AD) has recently emerged as a promising approach to the analysis of data collected at the Large Hadron Collider (LHC) in the search for phenomena beyond the Standard Model (SM) of particle physics. AD methods rely on the use of machine learning techniques to learn the characteristics of well-understood Standard Model processes and identify events that exhibit significant deviations from the expected background behavior.
A key advantage of anomaly detection over conventional, model-driven searches at the LHC is its reduced dependence on specific signal hypotheses. Rather than targeting a particular New Physics (NP) process predicted by a given theoretical model, AD aims to identify a broad class of events that are inconsistent with the Standard Model expectation. This model-agnostic character provides a complementary strategy for exploring the vast and largely unconstrained space of possible extensions of the Standard Model.
Such an approach is particularly relevant in the context of several open questions in particle physics, including the nature of dark matter, the origin of the matter–antimatter asymmetry, and the hierarchy problem. By providing sensitivity to unexpected signatures that may not be captured by existing targeted searches, anomaly detection has the potential to broaden the scope of the experimental programme at the LHC.
The work presented in this thesis contributes to this effort by developing and investigating anomaly detection techniques for two distinct applications within the ATLAS experiment. The first concerns the search for New Physics in events characterised by high-transverse-momentum jets and large missing transverse momentum, commonly referred to as the "mono-jet" signature. The second application focuses on the assessment of data quality in the ATLAS Hadronic Tile Calorimeter. These two studies illustrate the versatility of anomaly detection, demonstrating its potential both as a tool for discovering unexpected physics signatures and as a means of identifying anomalous detector behaviour.
Speaker: Annalisa Berti (Laboratory of Instrumentation and Experimental Particle Physics (PT))
-
33
-
Final Remarks (Mikhail Vasilevskiy, MAP-Fis Director) Anfiteatro de Física, Ed. 6 - 1.02
Anfiteatro de Física, Ed. 6 - 1.02
School of Sciences, University of Minho
Physics Department, School of Sciences Campus de Gualtar, Braga
-