El Centro de Transporte y Logística (CTL-UNAB) busca convertirse en un referente nacional e internacional en investigación y desarrollo, educación ejecutiva y transferencia tecnológica en el área de logística y transporte. Se busca que los resultados obtenidos por el Centro y su red de colaboración sean ampliamente integrados y utilizados por todas las organizaciones públicas y privadas chilenas y latinoamericanas, con el fin de mejorar la eficiencia y la sostenibilidad en las cadenas de suministro.

2026

• Center for Advanced Transportation, Logistics, and Economic Competitiveness, Research and Development Centers of Excellence of National Interest
• CIGIDEN R+
• Servicio de consultoría para el Desarrollo e Implementación de Iniciativas de Eficiencia Energéticas y Desarrollo de Capacidades: desarrollo de una iniciativa multisectorial de eficiencia energética en el transporte y ejecución de pilotos de eficiencia
• Servicio de consultoría para el desarrollo e implementación de iniciativas de cooperación y verificación tecnológica: Soporte a la operación de la Plataforma Observatorio Nacional de Transporte Sostenible (PONTS) – Proyecto ProCLIM-AR
• Investigación Clínica para la Salud 2025
• Hub location problems with logit models for users’ behavior

2025

• Effects of Hierarchical Users’ Decisions and Facility Capacity on Competitive Facility Location Problems with Random Utilities

• Prueba de Validación Tecnológica para la evaluación integral de un vehículo a GNL en operación de transporte de carga en la industria salmonera chilena

• Laboratorio de Gobernanza y Analítica de Datos (LabGAD)
• Modelos de Localización Competitiva con Comportamientos Complejos de los Consumidores
• Proyecto Regulares UNAB 2025
• Sistema inteligente para la gestión del recurso humano en pabellones con alta demanda asistencial
• Last-mile delivery problems with in-building deliveries, crew assignments, and vehicle fleet design in urban areas

2024

• Observatorio de Transporte de Carga y Logística, en Ciudades Puerto de la Región de Valparaíso

• Consultoría De Apoyo Al Desarrollo De La Estrategia Nacional De Distribución Urbana De Mercancías (Endum)

• Diseño de Red de Distribución de Ayuda de Emergencia para Chile (DRD-Chile)

2023

• Giro Zero UK-Pact / “Steering the Colombian Road Freight Sector Towards a Zero Emissions Strategy GIRO-ZERO” Etapa III

• Ejecución de pilotos, desarrollo y validación de metodología para el cálculo de ahorros de energía, mejoras de rendimiento y reducción de emisiones asociados a la implementación de pilotos en empresas transportistas y/o socias de los programas Giro Limpio en Chile y Transporte Inteligente en Argentina

• Reto de Innovación «Caracterización del Transporte de Carga en Ciudades» Etapa 03

2022

• Logística de Última Milla con Vehículos Eléctricos Livianos para el Centro Histórico de Cuenca

• Giro Zero UK-Pact / “Steering the Colombian Road Freight Sector Towards a Zero Emissions Strategy GIRO-ZERO” Etapa II

• Dimensionamiento del Potencial Mercado para la Instalación de Estaciones Surtidoras de GNL – Chile

• Desarrollo de una metodología de localización de Dark Stores para la entrega de productos on-demand a domicilio

• Caracterización de la Logística Urbana en América Latina y el Caribe

• Reto de Innovación «Caracterización del Transporte de Carga en Ciudades» Etapa 02

2021

• UK Pact – Giro Zero Proyect

• Reto de Innovación «Caracterización del Transporte de Carga en Ciudades» Etapa 01

• Piloto de cargue y descargue en horarios no convencionales – Bogotá

• Observatorio Transporte Urbano de Carga OTUC- Córdoba

• Ley de eficiencia energética (Nº21.305): estudio de casos y consideraciones estratégicas para el mercado de vehículos pesados

• “Nucleo de Inteligencia Artificial Multi-Objetivo para el Reparto de Mercancías en la Última Milla”

• “NSF-BSF:RI:Small:Efficient Bi- and Multi-Objective Search Algorithms.”

• “NAIR: National Center for Artificial Intelligence Research”

• “Caracterización y análisis de mercado de transporte de carga terrestre en Chile 2020 – Flotas de hasta 10 toneladas”

• “Alternativas de localización de estación de suministro de GNL para el transporte de carga por carretera de larga distancia”

2020

• Plataforma de Reactivación Económica Post – COVID-19 para Conglomerados Comerciales Basada en Análisis de Datos Geoespaciales

• Observatorio Transporte Urbano de Carga – Montevideo

• Observatorio Transporte Urbano de Carga – Corta, Media y Larga Distancia

• Observatorio Transporte Urbano de Carga – Bogotá

• Observatorio de Transporte de Carga y Logística para Ecuador

• Observatorio de logística de distribución de comercio electrónico: Tercera Etapa

• Fondecyt Regular °1210183. “Vertical and horizontal routing problems with time dependency”

• FONDECYT 1201478. A multiresolution approach for the analysis and prediction of earthquakes: from ETAS models to deep learnings techniques

• Fondecyt “General network design with explicit users’ utility functions”

• ENEX Validación Tecnológica «Impacto de los lubricantes en el consumo de combustible»

• ENAP «Evaluación Integral vehículo de larga distancia Gas Natural Licuado (GNL)»

2019

• Willingness to Pay for Increased Visibility in Trucking Operations

• Revisión y desarrollo de una metodología de zonificación para la entrega de productos on-demand a domicilio

• Observatorio Transporte Urbano de Carga – Quito

• Observatorio Transporte Urbano de Carga – Lima

• Observatorio de logística de distribución de comercio electrónico: Segunda Etapa

• Fondo Regular UNAB: DeepQuake: A Spatio-Temporal Deep Learning approach for the analysis of earthquake events

• Fondecyt “Facility location with multi-activity trips: The leader’s problem and discrete choice modeling”

2018

• Proyecto FONDAP 15110017. CIGIDEN – Risk and Resilience of complex networks

• Proyecto FONDAP 15110017. CIGIDEN – Evaluación socioeconómica para la mitigación del riesgo de infraestructura crítica

• PCI: Development of multi-level early warning system for typhoon/rainstorm triggered landslide

• Observatorio de logística de distribución de comercio electrónico

• Gestión inteligente de logística de mercancías barrio Mapocho-La Chimba (Santiago Ciudad Inteligente)

• FONDECYT 1180996. A comprehensive approach to enhance preparedness against natural hazard in Chile

2017

• Fondo Bienes Públicos – Programa Transporte Sustentable: Sistema de Certificación y Validación para la Eficiencia Energética y la Competitividad del Transporte de Carga por Carretera (N° 17BPE-75638)

• Fondecyt Iniciación N° 11170549. Natural Hazard Triggering Technological Disasters in Urban Zones

• Fondecyt Iniciación 11170549. “Vehicle routing problems with multiple-product loading and mixing”

2016

• Proyecto UNAB-ONEMI: Diseño red de distribución de ayuda de emergencia para Chile

• Fondecyt 1160025 “Competitive facility location and agglomeration”

• Fondecyt 11160345 “Cost structures in hub location models”

2015

• Proyecto FONDAP 15110017. CIGIDEN – Disaster Management Simulator DMSLab

• Fondo Bienes Públicos para la Competitividad “Observatorio de Transporte Urbano de Carga”

• Foncedyt Iniciación N°11130583 «AMODDI – AUTOMATIC MODEL-DRIVEN DEVELOPMENT INTEROPERABILITY»

2014

• Subsidio Aerodinámica Transporte Carga

2013

• Pruebas NCh 3331 – SAEJ 1321

• Prueba SHELL

• Proyecto Regular UNAB, DI-376-13R. Evaluating social and individual risk criteria for major technological and natural hazards in Chile

• Proyecto FONDAP 15110017. CIGIDEN – Sustainable Risk Mitigation / Decision Sciences and Public Policy

• Proyecto FONDAP 15110017. CIGIDEN – Emergency Response and Disaster Management / Management and Logistic

• Programa Eficiencia Energética Transporte Carga – Puerto Valparaíso

• MIT CHILE Seed Fund «Megacity Logistics Lab – Profiling Santiago de Chile»

• Megacity Logistics Lab, Center for Transportation and Logistics, MIT

• Manual Centrales de Compra y Comercialización para Gremios de Transporte

• Fondecyt Regular N° 1130265. “Location and Routing of Undesirable Items”

• FONDECYT 1130864. Towards a comprehensive appraisal of risks from natural hazards in Chile

• Effects of Built Environment and Land Use Factors on Child Pedestrian Crashes in Santiago, Chile

• Diseño Módulo Conducción Eficiente para Escuelas Conductores

• Comportamiento ambiental de la Ciudadanía

2012

• Proyecto Regular UNAB, DI-97-12/R, “Análisis Estadístico Espacial y Temporal de los Atropellos de Niños en el Gran Santiago”

• MIT-Chile Seed Fund. «Information technologies for supporting disaster relief operations in Chile»

• Impacto del Diseño y la Carga en la Eficiencia Energética de las Operaciones de Transporte de Carga por Carretera – Pruebas bajo Normas SAE J-1321 y SAE J-1526

2026

• Maximum capture location problem with random utilities and overflow penalties.
  Méndez-Vogel, G., Dávila-Gálvez, S., Jara-Moroni, P., Zamorano, J., Marianov, V.
  DOI

• SITeCard: A human-centric explainable intelligent system to support the cardiovascular rehabilitation process.
  Torres, R., Tuesta, M., Saavedra, C., Mellado, D., Carvajal, B., Zurita, C., Valle, C., Salinas, M., Querales, M., Pedemonte, O., Salas, R., Nicolis, O.
  –

• Systematic mapping of the literature on hackathons.
  Costa, G., García-Holgado, A., Alvarez, P.
  –

• Integrated techno-economic and environmental assessment of lithium-ion battery recycling in Chile.
  Binder, B., Verdugo, I., Escudero, F., Demarco, R.
  DOI

• Soot propensity of Eucalyptus globulus laminar flames at different coflow indices.
  Pinto, P.E., Verdugo, I., Littin, M., Severino, G., Cruz, J.J., Escudero, F., Demarco, R., Fuentes, A.
  DOI

• System-level techno-economic modeling of renewable synthetic LPG in long-term energy transition pathways.
  Sagredo, S., Verdugo, I., Martin, P., Fuentes, A.
  DOI

• Sooting behavior of laminar flames produced with clear and black cast PMMA.
  Pinto, P.E., Littin, M., Verdugo, I., Severino, G., Cruz, J.J., Escudero, F., Urban, J.L., Thomsen, M., Fuentes, A., Demarco, R.
  DOI

• Forecast-informed daily energy dispatch for cost and emission reduction: Evidence from an emerging economy power system.
  Carrasco, F., Kristjanpoller, F., Verdugo, I., Viveros, P., Pascual, R.
  DOI

• A note on “A constraint programming-based lower bounding procedure for the job shop scheduling problem”.
  Yuraszeck, F., Mejía, G., Rossit, D.A., Lüer-Villagra, A.
  DOI

• Machine-learning surrogate models for view factor estimation in benchmark fire configurations.
  Mercado, M., Pinto, P.E., Verdugo, I., Littin, M., Escudero, F., Demarco, R., Fuentes, A.
  DOI

• Influence of propane blending and oxygen index on soot propensity of renewable carbon neutral LPG flames.
  Verdugo, I., Martin, P., Pinto, P.E., Escudero, F., Demarco, R., Fuentes, A.
  DOI

• Consumer preferences for economic, environmental, and social sustainability in last-mile delivery: a factorial survey experiment in Chile.
  Salgado, M., Bronfman, A., Hernández, C., Nicolis, O.
  DOI

• A Comprehensive Benchmark of Constraint Programming Solvers for the Makespan-Minimisation Job Shop Scheduling Problem.
  Yuraszeck, F., Werner, F., Rossit, D.
  DOI

• The Multiresource Flexible Job-Shop Scheduling Problem with Early Resource Release.
  Yuraszeck, F., Montero, E., Rojel, M., Cuneo, N.
  DOI

• Overflow-aware recycling bin location with random utilities: A case study of the commune of Estación Central, Chile.
  Méndez-Vogel, G., Dávila-Gálvez, S., Jara-Moroni, P., Zamorano, J.
  DOI

• Pressure Injury Risk Assessment in Nursing Practice: A Head-to-Head Comparison of the Braden Scale and Machine Learning Models.
  Barriga-Gallegos, F., Ríos-Vásquez, G., Figueroa-Torrez, P., Fuente-Mella, H., Garrido, C.A., Febré Vergara, N.
  DOI

• Risk perception and protective behaviors to heat waves: An application of the health belief model.
  Bronfman, N.C., Repetto, P.B., Cisternas, P.C., Castañeda, J.V.
  DOI

• Enhancing clinical reliability in pressure injury prediction: A conformal prediction approach with machine learning models.
  Barriga-Gallegos, F., Ríos-Vásquez, G., de la Fuente-Mella, H., Ulloa Catalán, K., Febré Vergara, N.
  DOI

• Generating self-descriptions from profile avatars on Question-Answering communities.
  Figueroa, A., Peralta, B.
  DOI

• Spatiotemporal Magnitude Classification: A New Approach Using a Graph Convolution LSTM Model.
  Nicolis, O., Riveros, A., Peralta, B.
  –

• Data-Driven and Experimental Validation of Aerodynamic Efficiency Strategies for Heavy-Duty Trucks in Chile.
  Campos, R., Raddatz, H., Villalobos, J., Aguila, G.
  –

• Clustered Spatio-Temporal Traffic Prediction with K-Means and GCN-LSTM Neural Networks: A Case Study in Santiago, Chile.
  Jara, B., Nicolis, O., Bronfman, A., Astudillo, H., Valdenegro-Toro, M., Peralta, B.
  DOI

• A Generalized Algorithm Based on Constraint Programming for Shop Scheduling Problems.
  Yuraszeck, F., Mejía, G., Rossit, D.A., Lüer-Villagra, A.
  DOI

• From Scarce to Sufficient: Imaginary Image-Like Features via Diffusion Models for Imbalanced Medical Data.
  Villarroel, H., Pieringer, C., Peralta, B.
  DOI

• Terra INVicta: A Browser-Based Adaptive Game for Cognitive Training.
  Carrasco, S., Schwarzenberg, P., Levano, M., Taramasco, C., Peralta, B.
  DOI

• From Prompts to Persuasion: Parameter-Efficient Adaptation of Open LLMs for Privacy-Aware Email Marketing.
  Cardenas, J., Cardenas, F., Levano, M., Peralta, B.
  DOI

• Self-refining Segment Anything: A Perturbation-Driven Approach for Semi-supervised Satellite Image Segmentation.
  Larenas, R., Caro, L., Peralta, B.
  DOI

2025

• Integrating spatio-temporal density-based clustering and neural networks for earthquake classification.
  Delgado, L., Peralta, B., Nicolis, O., Díaz, M.
  DOI

• Machine-learning-based probabilistic forecasting of solar irradiance in Chile.
  Baran, S., Marín, J.C., Cuevas, O., Díaz, M., Szabó, M., Nicolis, O., Lakatos, M.
  DOI

• Spatial–Temporal Variability of Soybean Yield Using Separable Covariance Structure.
  Maltauro, T.C., Uribe-Opazo, M.A., Guedes, L.P.C., Galea, M., Nicolis, O.
  DOI

• Variations in Probability Distributions as Indicators of Seismic Phases: A Case Study from Chile.
  Rotondi, R., Nicolis, O., Varini, E., Ruggeri, F.
  DOI

• A constraint programming-based lower bounding procedure for the job shop scheduling problem.
  Yuraszeck, F., Mejía, G., Rossit, D.A., Lüer-Villagra, A.
  DOI

• Combining state-of-the-art row generation methods for the competitive facility location problem with multinomial logit choice rule.
  Méndez-Vogel, G., Marianov, V., Lüer-Villagra, A.
  DOI

• Optimizing the design of stand-alone hybrid renewable energy systems with storage using genetic algorithms: Analysis of the impact of temporal complementarity of wind and solar sources.
  Muñoz-Pincheira, J.L., Salazar, L., Sanhueza, F., Lüer-Villagra, A.
  DOI

• Optimizing multi-vehicle inventory routing problem for waste collection with overflow-level-dependent service times in bins.
  Sepúlveda-Campos, I., Obreque, C., Méndez-Vogel, G.
  DOI

• Risk Management of Rural Road Networks Exposed to Natural Hazards: Integrating Social Vulnerability and Critical Infrastructure Access in Decision-Making.
  Contreras, M., Chamorro, A., Guerrero, N., Martínez, C., Echaveguren, T., Allen, E., Bronfman, N.C.
  DOI

• A dependency learning approach to delineate site-specific management zones.
  Vicencio-Medina, S.J., Lüer-Villagra, A., Rios-Solis, Y.A., Cid-Garcia, N.M.
  DOI

• Solving the Recyclable Household Waste Bin Location–Allocation Problem: A Case Study of the Commune of Quinta Normal in Santiago, Chile.
  Blazquez, C., Yuraszeck, F., Gallardo, F., Bernal, N.
  DOI

• From the Atacama to Patagonia: Understanding the Effects of Extreme Temperatures on Birth Weight Across Climate Regions in Chile.
  Blanco, E., Conejeros, J.D., Rubilar, P., Jiménez, R., Guiñez, P., Matute, M.I., Smith, P.
  DOI

• Differences in the territorial profile for the construction of an index of multiple deprivation: a spatial approach in the conurbation of Temuco-Padre Las Casas, Chile.
  Ossa, X., Vásquez, A., Robinovich, J., Blazquez, C., Muñoz, S., Bustos, L., Ruiz-Rudolph, P.
  DOI

• A logistics design for treating, collecting, and distributing household organic waste: A case study in the commune of Quilpué, Chile.
  Sáez, R., Canessa, G., Pineida, A., Blazquez, C., Gutiérrez-Jarpa, G., Paredes-Belmar, G.
  DOI

• A multi-depot infrastructure inspection problem: A case study in the Region of Valparaíso, Chile.
  Montero, E., Paredes-Belmar, G., Blazquez, C., Vergara, S., Valenzuela, C., Huang, S-H., Huang, Y-H.
  DOI

• A Proposal for Explainable Fruit Quality Recognition Using Multimodal Models.
  Nuñez, F., Peralta, B., Nicolis, O., Caro, L., Mora, M.
  DOI

• Mixture of LSTM Experts for Sales Prediction with Diverse Features.
  Soto, M., Cortés, F., Contreras, T., Peralta, B.
  DOI

• Spatial interpolation of PM2.5 contaminant using Ordinary Kriging and Support Vector Machine.
  Pastén, F., Irarrázabal, C., Blazquez, C., Jiménez, R.
  –

• Beyond Labels: Generating Clinical Text for ECGs with Domain-Adapted VLMs.
  Donoso, J., Vallejo, G., Pedemonte, O., Meza, N., Nicolis, O., Peralta, B.
  –

• Enhancing Spatio-Temporal Crime Prediction in Valencia with a ST-Transformer Architecture.
  Pino, R., Nicolis, O., Mateu, J., Levano, M., Peralta, B.
  –

• Causal Structure Discovery for Higher Education Admissions in Chile.
  Quinsacara, P., Schwarzenberg, P., Peralta, B.
  DOI

• Bin Location for the Recyclable Household Waste Collection.
  Blazquez, C., Mirand, P.
  DOI

• Multimodal Spatio-Temporal Vehicle Speed Prediction Using Hexagonal Grids in Santiago, Chile.
  Silva, D., Peralta, B., Nicolis, O., Caro, L., Lobel, H.
  –

• Spatial Analysis of Traffic Accidents that Involve Young Drivers in Santiago, Chile.
  Morales, I., Blazquez, C.
  DOI

• Evaluation of Multipurpose Reservoir Operating Policies at Basin and Electric Power System Scale.
  Durán, A., Favereau, M., Lorca, Á., Vicuña, S., Melo, Ó., Negrete-Pincetic, M.
  DOI

• From Classification to Captioning: Adapting Vision-Language Models for Fruit Quality Description.
  Donoso, J., Nicolis, O., Pieringer, C., Peralta, B.
  –

• A Case Study of Deep Learning-Based Image Enhancement for Skin Disease Detection.
  Flores, M., Riquelme, M., Caro, L., Nicolis, O., Peralta, B.
  –

• Earthquake Classification with Deep Learning Across Different Subduction Zones: Chile, Japan, and Mexico.
  Johnson-Okoro, C., Ulloa, C.H., Peralta, B., Nicolis, O., Greco, M.
  –

• Earthquake Forecasting using Temporal Transformers on Spatial Grids in Chile.
  Farfán, Y., Nicolis, O., Peralta, B.
  –

• Explainable COVID-19 Classification Via Variational Autoencoder-Guided Patch Occlusion.
  Bayuk, R., Manquel, J., Nicolis, O., Caro, L., Peralta, B.
  –

2024

• Relationship between Social Vulnerability and Community Resilience: A Geospatial Study in the Context of Natural Disasters.
  Bronfman, N.C., Guerrero, N., Castañeda, J.V., Cisternas, P., Repetto, P.
  DOI

• Community Preparedness for Natural Hazards in Two Chilean Coastal Cities.
  Castañeda, J., Repetto, P., Bronfman, N.C., Cisternas, P.
  DOI

• Earthquake and tsunami preparedness between residents and tourists in coastal communities.
  Cisternas, P., Cifuentes, L.A., Bronfman, N.C., Repetto, P.
  DOI

• Household preparedness for multi-natural hazards in coastal communities.
  Cisternas, P., Cifuentes, L.A., Bronfman, N.C., Repetto, P.
  DOI

• Landslide displacement prediction by using Bayesian optimization–temporal convolutional networks.
  Yang, J., Huang, Z., Jian, W., Robledo, L.F.
  DOI

• Sequential customers’ decisions in facility location with comparison-shopping.
  Méndez-Vogel, G., Marianov, V., Fernández, P., Pelegrín, B., Lüer-Villagra, A.
  DOI

• Hub location with congestion and time-sensitive demand.
  Domínguez-Bravo, C-A., Fernández, E., Lüer-Villagra, A.
  DOI

• Temporal Complementarity Analysis of Wind and Solar Power Potential for Distributed Hybrid Electric Generation in Chile.
  Muñoz-Pincheira, J.L., Salazar, L., Sanhueza, F., Lüer-Villagra, A.
  DOI

• The Angular Set Covering Problem.
  Barriga-Gallegos, F., Lüer-Villagra, A., Gutiérrez-Jarpa, G.
  DOI

• An adapted constraint-programming formulation of the resource-constrained project scheduling problem applied to the identical parallel machines group shop and mixed shop scheduling problems.
  Yuraszeck, F., Mejía, G., Lüer-Villagra, A.
  DOI

• Medium-term stochastic hydrothermal scheduling with short-term operational effects for large-scale power and water networks.
  Navarro, A., Favereau, M., Lorca, Á., Olivares, D., Negrete-Pincetic, M.
  DOI

• Evaluation of multipurpose reservoir operating policies at basin and electric power system scales.
  Durán, A., Favereau, M., Lorca, A., Vicuña, S., Melo, O., Negrete-Pincetic, M.
  DOI

• Water resources management: a bibliometric analysis and future research directions.
  Favereau, M., Babonneau, F., Lorca, A.
  DOI

• Modeling and solving the time-dependent in-building delivery problem in last-mile logistics.
  Paredes-Belmar, G., Latorre-Núñez, G., Bronfman, A.
  DOI

• Space-time clustering of seismic events in Chile using ST-DBSCAN-EV algorithm.
  Nicolis, O., Delgado, L., Peralta, B., Díaz, M., Chiodi, M.
  DOI

• A Proposal of Self-Improvement of Chatbot Using GPT-3.5 and RPA.
  Gonzalez, N., Peralta, B., Nicolis, O., Levano, M., Caro, L.
  DOI

• Causal Analysis of Failure in a First-Year Course at a Chilean University Based on Programming Support Guides.
  Sepulveda, G., Peralta, B., Schwarzenberg, P., Levano, M.
  DOI

• ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities.
  Bahamondes, F., Peralta, B., Nicolis, O., Bronfman, A., Soto, A.
  –

• Exploring Behavioral Patterns in Chile’s Higher Education: A Data-Driven Approach Using OLAP Techniques.
  Labarca, C., Antunez, S., Peralta, B., Schwarzenberg, P., Quinsacara, P., Levano, M.
  DOI

• Graph-Based Neural Networks for Public Transport Speed Prediction in Santiago, Chile.
  Muller, D., Peralta, B., Nicolis, O.
  DOI

• Self-Supervised Learning Applied to Variable Star Semi-Supervised Classification Using LSTM and GRU Networks.
  Merino, R., Jara, P., Peralta, B., Nicolis, O., Lobel, H., Caro, L.
  DOI

• Toward Automatic Vehicle Classification for Toll Booths on Chilean Interurban Highways.
  Flores, V., Luengo, R., Hernandez, C., Peralta, B.
  DOI

• A contemporary review of breast cancer risk factors and the role of artificial intelligence.
  Nicolis, O., De Los Angeles, D., Taramasco, C.
  DOI

• Analyzing the Impact of COVID-19 on Economic Sustainability: A Clustering Approach.
  Nicolis, O., Maidana, J.P., Contreras, F., Leal, D.
  DOI

• Local Influence for the Thin-Plate Spline Generalized Linear Model.
  Ibacache-Pulgar, G., Pacheco, P., Nicolis, O., Uribe-Opazo, M.A.
  DOI

• Maximum Penalized Likelihood Estimation of the Skew-t Link Model for Binomial Response Data.
  Chocotea-Poca, O., Nicolis, O., Ibacache-Pulgar, G.
  DOI

• The influence of risk awareness and government trust on risk perception and preparedness for natural hazards.
  Cisternas, P.C., Cifuentes, L.A., Bronfman, N.C., Repetto, P.B.
  DOI

• Hack4women: In search of a framework.
  Costa, G., García-Holgado, A., Alvarez, P.P.
  –

2023

• Store location with multipurpose shopping trips and a new random utility customers’ choice model.
  Méndez-Vogel, G., Marianov, V., Lüer-Villagra, A., Eiselt, H.A.
  DOI

• Multiskilled personnel assignment with k-chaining considering the learning-forgetting phenomena.
  Henao, C.A., Mercado, Y.A., González, V.I., Lüer-Villagra, A.
  DOI

• The follower competitive facility location problem under the nested logit choice rule.
  Méndez-Vogel, G., Marianov, V., Lüer-Villagra, A.
  DOI

• Génesis de un cambio cultural e institucional de igualdad de género: Caso de una facultad de Ingeniería en Chile.
  Medina, L.S.M., Lizama, G.C., Truyol, M.E., Utreras, J.J., Álvarez, P.
  DOI

• Risk, Hazard, and Exposure Time in Hazmat Location and Routing.
  Bronfman, A., Paredes-Belmar, G., Marianov, V., Eiselt, H.A.
  DOI

2022

• The relationship between political ideology and current earthquake and tsunami preparedness.
  Repetto, P., Cordón, P., Bronfman, N.
  DOI

• On disasters evacuation modeling: From disruptive to slow-response decisions.
  Favereau, M., Robledo, L.F., Villalobos, D., Descote, P-Y.
  DOI

• The Casualty Stabilization–Transportation Problem in a Large-Scale Disaster.
  Bronfman, A., Beneventti, D., Alvarez, P., Reid, S., Paredes-Belmar, G.
  DOI

• Optimization of Humanitarian Aid Distribution in Case of an Earthquake and Tsunami in the City of Iquique, Chile.
  Ilabaca, A., Paredes-Belmar, G., Alvarez, P.
  DOI

• Predicting the COVID-19 in the Metropolitan Region (Chile) using a GCN-LSTM neural network.
  Reid, S., Nicolis, O., Peralta, B.
  DOI

• A Proposal for the Deep Unsupervised Identification of Relevant Areas in X-Rays for Covid Detection.
  Martínes, J., Nicolis, O., Caro, L., Peralta, B.
  DOI

• An algorithm to compute time-balanced clusters for the delivery logistics problem.
  Menchaca-Méndez, A., Montero, E., Flores-Garrido, M., Miguel-Antonio, L.
  DOI

• Prediction of Matrix Suction of Unsaturated Granite Residual Soil Slope Based on Electrical Conductivity.
  Chen, R., Lin, Y., Liu, Q., Dou, H., Robledo, L.F., Jian, W.
  DOI

• Vehicle routing for milk collection with gradual blending: A case arising in Chile.
  Paredes-Belmar, G., Montero, E., Lüer-Villagra, A., Marianov, V., Araya-Sassi, C.
  DOI

• The leader multipurpose shopping location problem.
  Lüer-Villagra, A., Marianov, V., Eiselt, H.A., Méndez-Vogel, G.
  DOI

2021

• Coming to Grips with Age Prediction on Imbalanced Multimodal Community Question Answering Data.
  Figueroa, A., Peralta, B., Nicolis, O.
  DOI

• Landslide Hazard Assessment Based on Bayesian Optimization-Support Vector Machine in Nanping City, China.
  Xie, W., Nie, W., Saffari, P., Robledo, L.F., Descote, P-Y., Jian, W.
  DOI

• A Novel Hybrid Method for Landslide Susceptibility Mapping: GeoDetector and Machine Learning Cluster.
  Xie, W., Li, X., Jian, W., Yang, Y., Liu, H., Robledo, L.F., Nie, W.
  DOI

• Co-Training for Visual Object Recognition Based on Self-Supervised Models.
  Díaz, G., Peralta, B., Caro, L., Nicolis, O.
  DOI

• A milk transportation problem with milk collection centers and vehicle routing.
  Paredes-Belmar, G., Montero, E., Leonardini, O.
  DOI

• Factors Influencing the Adoption of COVID-19 Preventive Behaviors in Chile.
  Bronfman, N., Repetto, P., Cisternas, P., Castañeda, J.
  DOI

• Gender Differences on Psychosocial Factors Affecting COVID-19 Preventive Behaviors.
  Bronfman, N., Repetto, P., Cordón, P., Castañeda, J., Cisternas, P.
  DOI

• Prediction of COVID-19 cases and location-allocation optimization model for ambulances.
  Reid, S., Nicolis, O., Peralta, B., Menares, F.
  DOI

• Post-processing methods for calibrating the wind speed forecasts in Chile.
  Díaz, M., Nicolis, O., Marín, J.C., Baran, S.
  DOI

• Temporal evolution in social vulnerability to natural hazards in Chile.
  Bronfman, N., Repetto, P., Guerrero, N., Castañeda, J., Cisternas, P.
  DOI

• A causal modelling for desertion and graduation prediction using Bayesian networks.
  Peralta, B., Salazar, J., Levano, M., Nicolis, O.
  DOI

• Opposition-Inspired synergy in sub-colonies of ants.
  Rojas-Morales, N., Riff, M-C., Montero, E.
  DOI

• Determinant factors in personal decision-making to adopt COVID-19 measures.
  Gonzalez, K., Bull, M.T., Muñoz-Herrera, S., Robledo, L.F.
  DOI

• A Grey System Approach for Estimating the Hölderian Regularity.
  Said Gaci, Nicolis, O.
  DOI

• Controllable and non-controllable factors in primary care practices under Medicare.
  Mendoza-Alonzo, J., Zayas-Castro, J., Lüer-Villagra, A.
  DOI

• ConvLSTM Neural Networks for seismic event prediction in Chile.
  Gonzalez, A., Nicolis, O., Peralta, B., Chiodi, M.
  DOI

• ETAS Space–Time Modeling of Chile Triggered Seismicity.
  Chiodi, M., Nicolis, O., Adelfio, G., D’Angelo, N., Gonzalez, A.
  DOI

• Gender Identification From Community Question Answering Avatars.
  Peralta, B., Figueroa, A., Nicolis, O., Trewhela, A.
  DOI

• On an elliptical thin-plate spline partially varying-coefficient model.
  Moraga, M., Ibacache-Pulgar, G., Nicolis, O.
  –

• Development of Computational Approaches with a Fragment-Based Drug Design Strategy.
  León, R., Soto-Delgado, J., Montero, E., Vargas, M.
  DOI

• Marketing Improvement In A Chilean Retail Company Using Uplift Modeling.
  López, M., Ruiz, J., Caro, L., Nicolis, O., Peralta, B.
  DOI

2020

• Improving consistency in hierarchical tactical and operational planning.
  Alvarez, P., Espinoza, A., Maturana, S., Vera, J.
  DOI

• Wavelet-Based Entropy Measures for Fractional Brownian Fields.
  Nicolis, O., Mateu, J., Contreras-Reyes, J.
  DOI

• Effective collaborative strategies to setup tuners.
  Montero, E., Riff, M-C.
  DOI

• Prediction of intensity and location of seismic events using deep learning.
  Nicolis, O., Plaza, F., Salas, R.
  DOI

• Homeostatic representation for evacuation under volcanic eruption.
  Favereau, M., Robledo, L.F., Bull, M.T.
  DOI

• Understanding the Relationship Between Direct Experience and Risk Perception.
  Bronfman, N., Cisternas, P., Repetto, P., Castañeda, J., Guic, E.
  DOI

• Characterization of the Chilean Public Procurement Ecosystem.
  Herrera, F., Torres, R., Nicolis, O., Salas, R.
  DOI

• Understanding the culture of natural disaster preparedness.
  Castañeda, J., Bronfman, N., Cisternas, P., Repetto, P.
  DOI

• Urgency consultations for respiratory diseases in children and environmental factors.
  Carrillo, J., Muñoz, F., Silva, I., Ibacache, G., Nicolis, O.
  DOI

• Spatio-Temporal Prediction of Baltimore Crime Events Using CLSTM.
  Esquivel, N., Nicolis, O., Peralta, B., Mateu, J.
  DOI

• Predicting cardiovascular disease with machine learning.
  Rodríguez, M., Nicolis, O., Peralta, B., Márquez, J., Carrillo, J.
  DOI

• Predicting Motor Vehicle Theft in Santiago using Graph-Convolutional LSTM.
  Esquivel, N., Nicolis, O., Peralta, B., Márquez, J.
  DOI

• Optimization of Hydrologic Response Units (HRUs).
  Poblete, D., Arevalo, J., Nicolis, O., Figueroa, F.
  DOI

2019

• A single allocation p-hub median problem with general piecewise-linear costs in arcs.
  Lüer-Villagra, A., Eiselt, H.A., Marianov, V.
  DOI

• A Co-Evolutionary Scheme for Multi-Objective Evolutionary Algorithms Based on ϵ-Dominance.
  Menchaca-Méndez, A., Montero, E., Antonio, L.M., Zapotecas-Martínez, S., Coello, C., Riff, M-C.
  DOI

• Small sample robust approach to outliers and correlation of atmospheric pollution and health effects in Santiago.
  Núñez, L., Jordanova, P., Nicolis, O., Střelec, L., Stehlík, M.
  DOI

• Mixture of Experts with Entropic Regularization for Data Classification.
  Peralta, B., Saavedra, A., Caro, L., Soto, A.
  DOI

• Natural disaster preparedness in a multi-hazard environment: sociodemographic profile.
  Bronfman, N., Cisternas, P., Repetto, P., Castañeda, J.
  DOI

• Managing premium wines using an (s−1,s) inventory policy.
  Varas, M., Basso, F., Lüer-Villagra, A., Mac Cawley, A., Maturana, S.
  DOI

• Bayesian spatiotemporal modeling for air pollution exposure in Santiago.
  Nicolis, O., Díaz, M., Sahu, S.K., Marín, J.C.
  DOI

• Application of Meta-Heuristic Approaches in Spectral Power Clustering.
  Ardila-Rey, J., Montero, E., Medina, N.
  DOI

• Mental health and media links in victims of the 2010 Chile earthquake.
  Puente, S., Marín, H., Alvarez, P., Flores, P.M., Grassau, D.
  DOI

• Statistical post-processing of ensemble forecasts of temperature in Santiago.
  Díaz, M., Nicolis, O., Marín, J.C., Baran, S.
  DOI

• Recurrent Neural Networks for freight transport speed forecasting in Santiago.
  Díaz, G., Montecinos, D., Nicolis, O., Peralta, B.
  DOI

• Predictions of PM2.5 concentrations and events using RNN in Santiago.
  Sepúlveda, T., Nicolis, O., Peralta, B.
  DOI

• Crime Level Prediction using Stacked Maps with Autoencoders.
  Esquivel, N., Peralta, B., Nicolis, O.
  DOI

• A multi-product maximin hazmat routing-location problem.
  Beneventti, D., Bronfman, A., Paredes-Belmar, G., Marianov, V.
  DOI

• Assessment of a fuel additive to reduce fuel consumption of HDVs.
  Tranco, M., Aresti, M., Villalobos, J., Moratorio, D., Jurburg, D., Holguin-Veras, J.
  DOI

2018

• Risk and Resilience of complex networks – CIGIDEN.
  Proyecto FONDAP 15110017.

• Evaluación socioeconómica para la mitigación del riesgo de infraestructura crítica – CIGIDEN.
  Proyecto FONDAP 15110017.

• PCI: Multi-level early warning system for typhoon/rainstorm landslides.
  Vásquez, A., Robledo, L.F.

• Observatorio de logística de distribución de comercio electrónico.

• Gestión inteligente de logística de mercancías Mapocho-La Chimba.

• FONDECYT 1180996: Preparedness against natural hazard in Chile.

• Statistical methods for anisotropy in Spodoptera distribution.
  Nava, D., Nicolis, O., Uribe-Opazo, M.
  DOI

• A special issue on Statistical methods in mining industry.
  Nicolis, O., Pascual, R.
  DOI

• Statistical testing of availability in mining tech systems.
  Stehlík, M., Economou, P., Nicolis, O., et al.
  DOI

• Using Bayesian approach for yellow squat lobster abundance in Chile.
  Cavieres, J., Nicolis, O.
  DOI

• Effects of multipurpose shopping trips on retail store location.
  Marianov, V., Eiselt, H.A., Lüer-Villagra, A.
  DOI

• Tuners review: effectiveness of parameter set-up values.
  Montero, E., Riff, M-C., Rojas-Morales, N.
  DOI

• Analysis of risk factors in volcanic hazards: review of last decade.
  Favereau, M., Robledo, L.F., Bull, M.T.
  DOI

• An Improved S-Metric Selection Evolutionary Multi-Objective Algorithm.
  Menchaca-Méndez, A., Montero, E., Zapotecas-Martínez, S.
  DOI

2017

• Hazardous materials collection with multiple-product loading.
  Paredes-Belmar, G., Bronfman, A., Marianov, V., Latorre-Nuñez, G.
  DOI

• Disaster management simulation & research integrations: CIGIDEN.
  Vásquez, A., Robledo, L.F.
  DOI

• Equity and social acceptability in hazmat routing.
  Garrido, G., Bronfman, A.
  DOI

• Hazard proximity and risk perception of tsunamis.
  Arias, J., Bronfman, N., Cisternas, P., Repetto, P.
  DOI

2016

• Trust and risk perception of natural hazards in Chile.
  Bronfman, N., Cisternas, P., López-Vázquez, E., Cifuentes, L.
  DOI

• The maxisum and maximin-maxisum HAZMAT routing problems.
  Bronfman, A., Marianov, V., Paredes-Belmar, G., Lüer-Villagra, A.
  DOI

• A proposal for supervised clustering with Dirichlet Process.
  Peralta, B., Caro, L., Soto, A.
  DOI

2015

• The maximin HAZMAT routing problem.
  Bronfman, A., Marianov, V., Paredes-Belmar, G., Lüer-Villagra, A.
  DOI

• Public Acceptance of Electricity Generation Sources.
  Bronfman, N., Jiménez, R., Arévalo, P., Cifuentes, L.
  DOI

• Factors Influencing Compensation Demanded for Environmental Impacts.
  Gutiérrez, V., Cifuentes, L., Bronfman, N.
  DOI

• Understanding Attitudes and Pro-Environmental Behaviors in Chile.
  Bronfman, N., Cisternas, P., López-Vázquez, E., De la Maza, C., Oyanedel, J.
  DOI

2014

• Hybrid simulation decision support system for university management.
  Robledo, L.F., Sepúlveda, J., Archer, S.
  DOI

• Embedded local feature selection within mixture of experts.
  Peralta, B., Soto, A.
  DOI

• Structured Expert Judgment to Characterize Uncertainty between PM2.5 and Mortality.
  Cisternas, P., Bronfman, N., Jiménez, R., Cifuentes, L., De la Maza, C.
  DOI

• Application of Robust Optimization to the Sawmill Planning Problem.
  Alvarez, P., Vera, J.
  DOI

2013

• Enhancing K-Means using class labels.
  Peralta, B., Espinace, P., Soto, A.
  DOI

2012

• Understanding Social Acceptance of Electricity Generation Sources.
  Bronfman, N., Jiménez, R., Arévalo, P., Cifuentes, L.
  DOI

• Comprehensive indicators of traffic-related premature mortality.
  Jiménez, R., Bronfman, N.
  DOI