Publicaciones (61) Publicaciones de MIGUEL JOSÉ MOLINA SOLANA

2023

  1. Explaining Deep Reinforcement Learning-Based Methods for Control of Building HVAC Systems

    Communications in Computer and Information Science

  2. Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities

    Physica A: Statistical Mechanics and its Applications, Vol. 610

2022

  1. Automating look-ahead schedule generation for construction using linked-data based constraint checking and reinforcement learning

    Automation in Construction, Vol. 134

  2. CNTRLDA: A building energy management control system with real-time adjustments. Application to indoor temperature

    Building and Environment, Vol. 215

  3. GenoMus: Representing Procedural Musical Structures with an Encoded Functional Grammar Optimized for Metaprogramming and Machine Learning

    Applied Sciences (Switzerland), Vol. 12, Núm. 16

2021

  1. Minimalistic fuzzy ontology reasoning: An application to Building Information Modeling

    Applied Soft Computing, Vol. 103

  2. Scalable object detection pipeline for traffic cameras: Application to Tfl JamCams

    Expert Systems with Applications, Vol. 182

  3. Sinergym: A building simulation and control framework for training reinforcement learning agents

    BuildSys 2021 - Proceedings of the 2021 ACM International Conference on Systems for Energy-Efficient Built Environments

  4. Towards Data-Driven Simulation Models for Building Energy Management

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Variational Gaussian Process for Optimal Sensor Placement

    Applications of Mathematics, Vol. 66, Núm. 2, pp. 287-317

2020

  1. A case study on understanding energy consumption through prediction and visualization (VIMOEN)

    Journal of Building Engineering, Vol. 30

  2. A time-series clustering methodology for knowledge extraction in energy consumption data

    Expert Systems with Applications, Vol. 160

  3. Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation

    Computer Methods in Applied Mechanics and Engineering, Vol. 372

  4. Do the shuffle: Exploring reasons for music listening through shuffled play

    PLoS ONE, Vol. 15, Núm. 2

  5. Linked-Data based Constraint-Checking (LDCC) to support look-ahead planning in construction

    Automation in Construction, Vol. 120

  6. Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations

    Future Generation Computer Systems, Vol. 112, pp. 785-799

  7. TUORIS: A middleware for visualizing dynamic graphics in scalable resolution display environments

    Future Generation Computer Systems, Vol. 106, pp. 559-571

  8. Towards a large-scale twitter observatory for political events

    Future Generation Computer Systems, Vol. 110, pp. 976-983

  9. Weak Constraint Gaussian Processes for optimal sensor placement

    Journal of Computational Science, Vol. 42

2019

  1. A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings

    IEEE Access, Vol. 7, pp. 38748-38765