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- Publication1561: El fin de la corte itinerante(Autoctonía. Revista de Ciencias Sociales e Historia, 2017)Gloël, MatthiasEste estudio analiza el proceso de transformación de la corte itinerante mediante la creación de una sede permanente en Madrid hacia el año 1561. En primer lugar, se explican los problemas asociados a la manutención de una corte itinerante. En segundo lugar, se analizan las ventajas que ofrecía el sitio de Madrid para constituirse en sede permanente de la corte. En tercer lugar, se señala de qué manera la corte influyó en el crecimiento de la ciudad. Por último, se identifican los nuevos problemas que produjo la fijación de la corte madrileña en los reinos de la monarquía en los cuales el monarca no residía, es decir, Aragón, Cataluña, Valencia y Portugal. De esta forma, se muestra la gran continuidad medieval en la temprana edad moderna y lo difícil que era para un reino prescindir de la presencia personal de su soberano, dado que la presencia del “buen rey” era considerada esencial para el funcionamiento del buen gobierno.
- Publication2D numerical evaluation of a vertical soil nail wall(Australian Geomechanics Journal, 2020)
; ;Peña-Flores, ManuelVillalobos-Cifuentes, SergioThe technique of soil nailing has been increasingly used in stabilization works of slopes and excavations. With this, the use of numerical modelling tools in soil nailing projects is becoming increasingly present in Geotechnical companies. This paper includes a case study of a soil nailing wall instrumented in Concepción city, which consists of an excavation of 15 m height in a residual soil of completely decomposed granitic rock. The numerical model was calibrated, comparing the results of the field instrumentation with the numerical estimates provided by the FEM-RS2 software, based on the two-dimensional finite element method and considering an elastic perfectly plastic model. In this way, the strength reduction factor of the geotechnical structure was obtained, which was compared with the overall factor of safety obtained by limit equilibrium analysis. In addition, through the numerical simulation, it was possible to realize an analysis of the loads on the nails, total displacements of the vertical wall, and compare them with the numerical results. The analysis of the results made it possible to confirm the capacity and usefulness of the FEM-RS2 software in the development and elaboration of soil nailing projects. - Publication3,9 millones de muertes en el mundo han sido prevenidas por la práctica regular de actividad física: ¿Cuál es la realidad en Chile?(Sociedad Médica de Santiago, 2020)
; ;Celis-Morales, CarlosSalas-Bravo, Carlos - PublicationA Banach space mixed formulation for the unsteady Brinkman-Forchheimer equationsWe propose and analyse a mixed formulation for the Brinkman–Forchheimer equations for unsteady flows. Our approach is based on the introduction of a pseudostress tensor related to the velocity gradient and pressure, leading to a mixed formulation where the pseudostress tensor and the velocity are the main unknowns of the system. We establish existence and uniqueness of a solution to the weak formulation in a Banach space setting, employing classical results on nonlinear monotone operators and a regularization technique. We then present well posedness and error analysis for semidiscrete continuous-in-time and fully discrete finite element approximations on simplicial grids with spatial discretization based on the Raviart–Thomas spaces of degree for the pseudostress tensor and discontinuous piecewise polynomial elements of degree for the velocity and backward Euler time discretization. We provide several numerical results to confirm the theoretical rates of convergence and illustrate the performance and flexibility of the method for a range of model parameters.
- PublicationA Banach spaces-based analysis of a new mixed-primal finite element method for a coupled flow-transport problem(Computer Methods In Applied Mechanics And Engineering, 2020)
;Benavides, Gonzalo A.; ;Gatica, Gabriel N.Hopper, Alejandro A.In this paper we introduce and analyze a new finite element method for a strongly coupled flow and transport problem in , , whose governing equations are given by a scalar nonlinear convection–diffusion equation coupled with the Stokes equations. The variational formulation for this model is obtained by applying a suitable dual-mixed method for the Stokes system and the usual primal procedure for the transport equation. In this way, and differently from the techniques previously developed for this and related coupled problems, no augmentation procedure needs to be incorporated now into the solvability analysis, which constitutes the main advantage of the present approach. The resulting continuous and discrete schemes, which involve the Cauchy fluid stress, the velocity of the fluid, and the concentration as the only unknowns, are then equivalently reformulated as fixed point operator equations. Consequently, the well-known Schauder, Banach, and Brouwer theorems, combined with Babuška–Brezzi’s theory in Banach spaces, monotone operator theory, regularity assumptions, and Sobolev imbedding theorems, allow to establish the corresponding well-posedness of them. In particular, Raviart–Thomas approximations of order for the stress, discontinuous piecewise polynomials of degree for the velocity, and continuous piecewise polynomials of degree for the concentration, becomes a feasible choice for the Galerkin scheme. Next, suitable Strang-type lemmas are employed to derive optimal a priori error estimates. Finally, several numerical results illustrating the performance of the mixed-primal scheme and confirming the theoretical rates of convergence, are provided. - PublicationA Banach spaces-based fully-mixed finite element method for the stationary chemotaxis-Navier-Stokes problem(Computers & Mathematics with Applications, 2023)
; ;Colmenares, Eligio ;Gatica, GabrielInzunza, CristianIn this paper we introduce and analyze a Banach spaces-based approach yielding a fully-mixed finite element method for numerically solving the stationary chemotaxis-Navier-Stokes problem. This is a nonlinear coupled model representing the biological process given by the cell movement, driven by either an internal or an external chemical signal, within an incompressible fluid. In addition to the velocity and pressure of the fluid, the velocity gradient and the Bernouilli-type stress tensor are introduced as further unknowns, which allows to eliminate the pressure from the equations and compute it afterwards via a postprocessing formula. In turn, besides the cell density and the chemical signal concentration, the pseudostress associated with the former and the gradient of the latter are introduced as auxiliary unknowns as well. The resulting continuous formulation, posed in suitable Banach spaces, consists of a coupled system of three saddle point-type problems, each one of them perturbed with trilinear forms that depend on data and the unknowns of the other two. The well-posedness of it is analyzed by means of a fixed-point strategy, so that the classical Banach theorem, along with the Babuška-Brezzi theory in Banach spaces, allow to conclude, under a smallness assumption on the data, the existence of a unique solution. Adopting an analogue approach for the associated Galerkin scheme, and under suitable hypotheses on arbitrary finite element subspaces employed, we apply the Brouwer and Banach theorems to show existence and then uniqueness of the discrete solution. General a priori error estimates, including those for the postprocessed pressure, are also derived. Next, a specific set of finite element subspaces satisfying the required stability conditions, and yielding approximate local conservation of momentum, is introduced, which, given an integer , is defined in terms of Raviart-Thomas spaces of order k and piecewise polynomials of degree ≤k only. The respective rates of convergence of the resulting Galerkin method are then provided. Finally, several numerical experiments confirming the latter and illustrating the good performance of the method, are reported. - PublicationA Banach spaces-based mixed finite element method for the stationary convective Brinkman-Forchheimer problemWe propose and analyze a new mixed finite element method for the nonlinear problem given by the stationary convective Brinkman–Forchheimer equations. In addition to the original fluid variables, the pseudostress is introduced as an auxiliary unknown, and then the incompressibility condition is used to eliminate the pressure, which is computed afterwards by a postprocessing formula depending on the aforementioned tensor and the velocity. As a consequence, we obtain a mixed variational formulation consisting of a nonlinear perturbation of, in turn, a perturbed saddle point problem in a Banach spaces framework. In this way, and differently from the techniques previously developed for this model, no augmentation procedure needs to be incorporated into the formulation nor into the solvability analysis. The resulting non-augmented scheme is then written equivalently as a fixed-point equation, so that recently established solvability results for perturbed saddle-point problems in Banach spaces, along with the well-known Banach–Nečas–Babuška and Banach theorems, are applied to prove the well-posedness of the continuous and discrete systems. The finite element discretization involves Raviart–Thomas elements of order for the pseudostress tensor and discontinuous piecewise polynomial elements of degree for the velocity. Stability, convergence, and optimal a priori error estimates for the associated Galerkin scheme are obtained. Numerical examples confirm the theoretical rates of convergence and illustrate the performance and flexibility of the method. In particular, the case of flow through a 2D porous media with fracture networks is considered.
- PublicationA baseline for prioritizing the conservation of the threatened seagrass Cymodocea nodosa in the oceanic archipelago of Madeira(Journal for Nature Conservation, 2022)
;Riera-Elena, Rodrigo ;Ribeiro, Cláudia ;Neves, Pedro ;Kaufmann, ManfredAraújo, RicardoSeagrasses are experiencing fragmentation and regression globally; thus, protection and recovery of meadows are a preservation priority. However, conservation actions must consider inherent regional conditions, since certain coastal areas are not suitable for the settlement of extensive meadows. Likewise, small oceanic archipelagos are not always able to fulfil the habitat requirements of seagrass habitats but can harbour small patches that in turn provide unique research opportunities. In this study, we focused on the seagrass Cymodocea nodosa in the archipelago of Madeira (NE Atlantic Ocean). Here we compile historical and contemporary records of this species along with characterization of associated communities (fish and invertebrates). A bionomic map with potentially suitable areas for the establishment and settlement of this species is also included. Lastly, we highlight coastal management and restoration actions and future research directions to preserve this species in Madeira Island. - PublicationA Bayesian approach to modelling spectrometer data chromaticity corrected using beam factors - I. Mathematical formalism(Monthly Notices of the Royal Astronomical Society, 2023)
;Sims, Peter ;Bowman, Judd ;Mahesh, Nivedita ;Murray, Steven ;Barrett, John ;Cappallo, Rigel ;Monsalve-Jara, Raul ;Rogers, Alan ;Samson, TituVydula, AkshathaAccurately accounting for spectral structure in spectrometer data induced by instrumental chromaticity on scales relevant for detection of the 21-cm signal is among the most significant challenges in global 21-cm signal analysis. In the publicly available Experiment to Detect the Global Epoch of Reionization Signature low-band data set, this complicating structure is suppressed using beam-factor-based chromaticity correction (BFCC), which works by dividing the data by a sky-map-weighted model of the spectral structure of the instrument beam. Several analyses of these data have employed models that start with the assumption that this correction is complete. However, while BFCC mitigates the impact of instrumental chromaticity on the data, given realistic assumptions regarding the spectral structure of the foregrounds, the correction is only partial. This complicates the interpretation of fits to the data with intrinsic sky models (models that assume no instrumental contribution to the spectral structure of the data). In this paper, we derive a BFCC data model from an analytical treatment of BFCC and demonstrate using simulated observations that, in contrast to using an intrinsic sky model for the data, the BFCC data model enables unbiased recovery of a simulated global 21-cm signal from beam-factor chromaticity-corrected data in the limit that the data are corrected with an error-free beam-factor model. - PublicationA Bayesian calibration framework for EDGES(Monthly Notices of the Royal Astronomical Society, 2022)
;Monsalve-Jara, Raul ;Murray, Steven ;Bowman, Judd ;Sims, Peter ;Mahesh, Nivedita ;Rogers, Alan ;Samson, TituKonakondula Vydula, AkshathaWe develop a Bayesian model that jointly constrains receiver calibration, foregrounds, and cosmic 21 cm signal for the EDGES global 21 cm experiment. This model simultaneously describes calibration data taken in the lab along with sky-data taken with the EDGES low-band antenna. We apply our model to the same data (both sky and calibration) used to report evidence for the first star formation in 2018. We find that receiver calibration does not contribute a significant uncertainty to the inferred cosmic signal (< 1 per cent), though our joint model is able to more robustly estimate the cosmic signal for foreground models that are otherwise too inflexible to describe the sky data. We identify the presence of a significant systematic in the calibration data, which is largely avoided in our analysis, but must be examined more closely in future work. Our likelihood provides a foundation for future analyses in which other instrumental systematics, such as beam corrections and reflection parameters, may be added in a modular manner. - PublicationA bibliometric analysis of aggregation operators(Applied Soft Computing, 2019)
;Blanco Mesa, Fabio ;León Castro, ErnestoMerigó, José M.Aggregation operators consist of mathematical functions that enable the combining and processing of different types of information. The aim of this work is to present the main contributions in this field by a bibliometric review approach. The paper employs an extensive range of bibliometric indicators using the Web of Science (WoS) Core Collection and Scopus datasets. The work considers leading journals, articles, authors, institutions countries and patterns. This paper highlights that Xu is the most productive author and Yager is the most influential author in the field. Likewise, China is leading the field with many new researchers who have entered the field in recent years. This discipline has been strengthening to create a unique theory and will continue to expand with many new theoretical developments and applications. - PublicationA bibliometric overview of the International Journal of Interactive Multimedia and Artificial Intelligence(International Journal of Interactive Multimedia and Artificial Intelligence, 2018)
; ;Cascón Katchadourian, Jesús ;Martínez, M.A. ;Herrera Viedma, EnriqueM., JoséThe International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI) published its first issue ten years ago. Currently, IJIMAI is indexed in the important database Emerging Sources Citation Index. This paper aims to identify, through a mapping of science, those most relevant aspects of the structure of publications made during the first 10 years of IJIMAI. Using VOSviewer software, the structural maps of the IJIMAI publications are analysed according to techniques such as bibliographic coupling, co-citations and cooccurrence of keywords. In addition, the evolution of the publications, citations and an analysis of the most cited papers of the journal are presented. The results show that IJIMAI has experienced a remarkable growth of both publications and citations in the last five years. We also observe that IJIMAI does not only capture the attention of the Spanish scientific community, but also of emerging countries such as India and Iran and emerging Latin American countries such as Colombia. With a such increasing behaviour, it is expected in the coming years that IJIMAI will position itself among the best journals with similar scientific scope. - PublicationA calculation of the Weyl anomaly for 6D conformal higher spins(Journal of High Energy Physics (JHEP), 2021)
;Aros, R. ;Bugini, F.Díaz, D.E.In this work we continue the study of the one-loop partition function for higher derivative conformal higher spin (CHS) fields in six dimensions and its holographic counterpart given by massless higher spin Fronsdal fields in seven dimensions. In going beyond the conformal class of the boundary round 6-sphere, we start by considering a Ricci-flat, but not conformally flat, boundary and the corresponding Poincaré-Einstein space-filling metric. Here we are able to match the UV logarithmic divergence of the boundary with the IR logarithmic divergence of the bulk, very much like in the known 4D/5D setting, under the assumptions of factorization of the higher derivative CHS kinetic operator and WKB-exactness of the heat kernel of the dual bulk field. A key technical ingredient in this construction is the determination of the fourth heat kernel coefficient b6 for Lichnerowicz Laplacians on both 6D and 7D Einstein manifolds. These results allow to obtain, in addition to the already known type-A Weyl anomaly, two of the three independent type-B anomaly coefficients in terms of the third, say c3 for instance. In order to gain access to c3, and thus determine the four central charges independently, we further consider a generic non Ricci-flat Einstein boundary. However, in this case we find a mismatch between boundary and bulk computations for spins higher than two. We close by discussing the nature of this discrepancy and perspectives for a possible amendment. - PublicationA Case Study on EFL Teachers’ Beliefs About the Teaching and Learning of English in Public Education(Universidad de Granada, 2015)
;Díaz Larenas, Claudio Heraldo ;Alarcón Hernández, PaolaTeachers’ beliefs have been a fascinating topic for researchers for the amount of input they can provide for reflection and the improvement of the teaching and learning of English. This case study aims at identifying the beliefs held by a group of sixteen Chilean EFL teachers who work in public secondary education. A semi-structured interview and a Likert type survey are used to collect data from the participants. Semantic content analysis and the Atlasti qualitative software are used to transcribe, code, and segment data to then establish seven categories and six subcategories that depict what participants believe regarding English teaching and learning - PublicationA Century after! Rediscovery of the ancient catfish Diplomystes Bleeker 1858 (Siluriformes: Diplomystidae) in coastal river basins of Chile and its implications for conservation(Sociedade Brasileira de Ictiologia, 2020)
;Muñoz Ramírez, Carlos P. ;Briones, Raúl ;Colin, Nicole ;Fierro, Pablo ;Górski, Konrad ;Jara, AlfonsoManosalva, AliroThe ancient catfish family Diplomystidae, with seven species endemic to rivers of southern South America, represents one of the oldest branches of the diverse order Siluriformes. With most species endangered, new reports of these species become extremely valuable for conservation. Currently, it is assumed that Diplomystes species inhabit only Andean (large) basins, and that they are extinct from coastal (small) basins from which their presence have not been recorded since 1919. Here, we document new records of the family Diplomystidae in the Laraquete and Carampangue basins, two coastal basins from the Nahuelbuta Coast Range, Chile, with no previous reports. This finding represents the rediscovery of the genus in coastal basins in more than a Century. Based on analysis of mitochondrial DNA sequences, the collected specimens were found to be closely related to Diplomystes nahuelbutaensis from the Andean Biobío Basin, but sufficiently differentiated to suggest that coastal basin populations are a different management unit. These populations are important because, contrary to previous thoughts, they prove these catfish can survive in small river networks, providing unique opportunities for research and conservation. The conservation category of Critically Endangered (CE) is recommended for the populations from the Laraquete and Carampangue basins. - PublicationA close binary lens revealed by the Microlensing Event Gaia20bof(IOP Publishing, 2024)
; ;Bachelet, E. ;Rota, P. ;Bozza, V. ;Zieliński, P. ;Tsapras, Y. ;Hundertmark, M. ;Wambsganss, J. ;Wyrzykowski, Ł. ;Mikołajczyk, P. ;Street, R. ;Jaimes, R. Figuera ;Cassan, A. ;Dominik, M. ;Buckley, D. A. H. ;Awiphan, S. ;Nakhaharutai, N. ;Zola, S. ;Rybicki, K. ;Gromadzki, M. ;Howil, K. ;Ihanec, N. ;Jabłońska, M. ;Kruszyńska, K. ;Kruszyńska, K. ;Pylypenko, U. ;Ratajczak, M.Sitek, M.During the last 25 yr, hundreds of binary stars and planets have been discovered toward the Galactic bulge by microlensing surveys. Thanks to a new generation of large-sky surveys, it is now possible to regularly detect microlensing events across the entire sky. The OMEGA Key Projet at the Las Cumbres Observatory carries out automated follow-up observations of microlensing events alerted by these surveys with the aim of identifying and characterizing exoplanets as well as stellar remnants. In this study, we present the analysis of the binary lens event Gaia20bof. By automatically requesting additional observations, the OMEGA Key Project obtained dense time coverage of an anomaly near the peak of the event, allowing characterization of the lensing system. The observed anomaly in the lightcurve is due to a binary lens. However, several models can explain the observations. Spectroscopic observations indicate that the source is located at ≤2.0 kpc, in agreement with the parallax measurements from Gaia. While the models are currently degenerate, future observations, especially the Gaia astrometric time series as well as high-resolution imaging, will provide extra constraints to distinguish between them. - PublicationA cobalt oxide-polypyrrole nanocomposite as an efficient and stable electrode material for electrocatalytic water oxidation(Sustainable Energy Fuels, 2021)
;Dra. Morales-Montecinos, Daniela ;Astudillo, Catalina ;Anastasoaie, Veronica ;Dautreppe, Baptiste ;Urbano, Bruno ;Rivas, Bernabé ;Aldakov, Dmitry ;Chovelon, Benoit ;André, Dominique ;Gondran, Chantal ;Putaux, Jean-Luc ;Lancelon-Pin, Christine ;Sirach, Selim ;Ungureanu, Eleonora-Mihaela ;Costentin, Cyrille ;Collomb, Marie-NoëlleFortage, JérômeDeveloping electrolyzers operating under neutral or near-neutral conditions with catalysts based only on earth-abundant metals is highly desirable with a view to reduce the cost of hydrogen production from the water splitting reaction and avoid the environmental issues related to corrosion usually encountered with alkaline electrolyzers. Herein, we report a highly active and stable anode material for the oxygen evolution reaction (OER) under mild-pH conditions based on cobalt oxide-nanoparticles embedded into a poly(pyrrole-alkylammonium) matrix (denoted as PPN+-CoOx). Examples of hybrid materials combining metal oxide nanoparticles as OER catalysts within a polymer film are still rare. However, they are very promising to control the formation and the size of metal particles in view of enhancing the electrochemically active surface area and thus the electrocatalytic performances. Our strategy consists in electroprecipitating Co0 nanoparticles by the reduction of an anionic cobalt oxalate complex into a cationic PPN+ film, the latter being previously deposited onto an electrode surface by electropolymerization. The Co0 nanoparticles within the composite are then partially in situ oxidized under air exposure to CoO, and then finally fully oxidized to CoOx by successive scans between 0 and 1.2 V vs. Ag/AgCl in a borate buffer at pH 9.2. This nanocomposite material is highly structured with around 30 nm-large CoOx nanoparticles well dispersed into the polypyrrole film conferring a high OER electrocatalytic activity at a near neutral pH of 9.2 with exceptional values of mass activity and turnover frequency of 3.01 A mg−1 and 0.46 s−1 respectively, at an overpotential of 0.61 V and with a cobalt loading of 1.34 μg cm−2. These performances place the PPN+-CoOx electrode among the most active anodes described in the literature employing cobalt oxide under mild pH conditions. In addition, when the PPN+-CoOx material is electrodeposited on carbon paper with a higher roughness than a simple carbon electrode, the physisorption of the film on the electrode is considerably enhanced resulting in a stable catalytic current for over more than 43 h. Post electrolysis characterization by SEM and EDX confirms the integrity of the PPN+-CoOx material after many hours of electrocatalysis. This demonstrates the beneficial role of the polypyrrole matrix in the achievement of very stable and highly active anodes for water oxidation. - PublicationA combined experimental and computational study of flexible polyvinyl alcohol (PVA)/graphene oxide (GO) nanocomposite films for superior UV shielding with improved mechanical properties(Material Today Communications, 2023)
;Cheelangi-Mruthyunjayappa, Kavitha ;Anivala-Paramashivaiah, Shashidhar ;Kunabevu-Mallikarjunappa, Eshwarappa ;Molakkalu-Padre, Shilpa ;Gurumurthy, S.C. ;Surabhi, Srivathsava ;Jong-Ryul,Jeong ;Morales-Montecinos, DanielaMurari, MS.The optical and mechanical properties of PVA (polyvinyl alcohol)/GO (graphene oxide) have been intensively studied for promising applications of GO-related materials in various technical fields. In this study, PVA (polyvinyl alcohol)/GO (graphene oxide) composite films have been fabricated via a simple solution casting process and analytically investigated for the UV shielding applications. The weight percentage (wt%) of GO is varied sequentially from 0% to 2.5% (with an interval of 0.5%) in order to examine their optical and mechanical functionality by tuning the structural and morphological aspects of the films. The synthesized films were scrutinized through typical optical and mechanical characterizations unveiling their promising features, which are in coherence with finite difference time domain (FDTD) simulations. FTIR and UV–visible spectroscopic studies confirm the strong interaction between GO and PVA where the localized electronic states of GO can simultaneously add optical transitions and spin moments to the sp2 nanodomains of GO nanosheets. The formation of intercalated nanolaminate structures, hydrogen-bonding interactions, and tuning the crystalline structure of PVA within the composite films as confirmed by XRD and atomic force microscopy (AFM). The 2.5 wt% GO/PVA film shows excellent improvement in tensile strength by 43.65% compared to the pure PVA while the toughness is enhanced from 54.94 MJ m −3 to 63.14 MJ m −3. This poises a superior UV absorption leveraging with optimal point of tensile strength vs elongation at break compared to other PVA/GO nanocomposite films. Stress-strain response studies show improved mechanical properties, and UV transmission studies designate that they are excellent candidates for UV shielding and authorize their employability in relevant applications. - PublicationA comment on "salaries or piece rates: on the endogenous matching of harvest workers and crops"In Kandilov and Vukina (2016), the authors conclude that -when agents differ in their ability and principals in the riskiness of their projects- negative assortative matching (NAM) always ensues in equilibrium: good-type (high-ability) agents always match with bad-type (high-risk) principals and vice-versa (p. 78 and 82). We prove that this conclusion is incorrect. We revisit their model and show that positive assortative matching (PAM) always holds in equilibrium by applying standard literature results.
- PublicationA comparison of mixed logit and latent class models to estimate market segments for seafood faced with ocean acidification(Aquaculture Economics & Management, 2023)
;Campos-Requena, Nelyda ;Vásquez-Lavin, Felipe ;Fernández, Francisco ;Barrientos, Manuel ;Gelcich, StefanPonce Oliva, RobertoThis study uses a choice experiment to characterize market segments (consumer preferences heterogeneity) based on three attributes of seafood (mussels) that are affected by ocean acidification: shell appearance, meat color, and nutritional composition. Using a sample of 1,257 individuals from two main cities in Chile, we estimate both the Mixed Logit model and the Latent Class model. We use the individual-specific posterior (ISP) parameters’ distribution to categorize consumers’ heterogeneity based on the signs and intensity (i.e., like or dislike dimension) of these ISPs. We compare the pattern of preferences and whether people are classified within the same preference pattern in both models. In general, we observed that the models identify a different number of segments with various patterns of preferences. Moreover, the models classify the same people into different groups. Since the segmentation is sensitive to the chosen model, we discuss strengths, inconsistencies, biases, and best practices regarding methodological approaches to establishing market segments in choice experiments and future ocean acidification conditions.