A machine learning approach for mapping the very shallow theoretical geothermal potential

Large-scale rooftop solar photovoltaic technical potential estimation using Random Forests

(2018) Dan Assouline et al.   APPLIED ENERGY

Factors Influencing the Thermal Efficiency of Horizontal Ground Heat Exchangers

(2017) et al.   Energies

Predicting the Geothermal Heat Flux in Greenland: A Machine Learning Approach

(2017) Soroush Rezvanbehbahani et al.   GEOPHYSICAL RESEARCH LETTERS

Quantifying rooftop photovoltaic solar energy potential: A machine learning approach

(2017) Dan Assouline et al.   SOLAR ENERGY

Prediction of diffuse solar irradiance using machine learning and multivariable regression

(2016) Siwei Lou et al.   APPLIED ENERGY

G.POT: A quantitative method for the assessment and mapping of the shallow geothermal potential

(2016) Alessandro Casasso et al.   ENERGY

Machine learning ensembles for wind power prediction

(2016) Justin Heinermann et al.   RENEWABLE ENERGY

GIS-based modelling of shallow geothermal energy potential for CO 2 emission mitigation in urban areas

(2016) Kerry Schiel et al.   RENEWABLE ENERGY

Ground Thermal Diffusivity Calculation by Direct Soil Temperature Measurement. Application to very Low Enthalpy Geothermal Energy Systems

(2016) José Andújar Márquez et al.   SENSORS

Development and validation of a Slinky™ ground heat exchanger model

(2015) Zeyu Xiong et al.   APPLIED ENERGY

An analog ensemble for short-term probabilistic solar power forecast

(2015) S. Alessandrini et al.   APPLIED ENERGY

Machine Learning based short term wind power prediction using a hybrid learning model

(2015) Najeebullah et al.   COMPUTERS & ELECTRICAL ENGINEERING

Thermal performance of a conic basket heat exchanger coupled to a geothermal heat pump for greenhouse cooling under Tunisian climate

(2015) Hassen Boughanmi et al.   ENERGY AND BUILDINGS

Empirical modeling of maps of geo-exchange potential for shallow geothermal energy at regional scale

(2015) Antonio Galgaro et al.   GEOTHERMICS

Artificial neural networks for the generation of a conductivity map of the ground

(2015) Soteris A. Kalogirou et al.   RENEWABLE ENERGY

GIS-supported mapping of low-temperature geothermal potential taking groundwater flow into account

(2015) Alejandro García-Gil et al.   RENEWABLE ENERGY

A pan-European planning basis for estimating the very shallow geothermal energy potentials

(2015) D. Bertermann et al.   RENEWABLE ENERGY

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Modelling vSGPs (very shallow geothermal potentials) in selected CSAs (case study areas)

(2014) D. Bertermann et al.   ENERGY

Subsurface thermal conductivity assessment in Calabria (southern Italy): a regional case study

(2014) Eloisa Di Sipio et al.   Environmental Earth Sciences

The effect of urban heat islands on geothermal potential: examples from Quaternary aquifers in Finland

(2014) Teppo Arola et al.   HYDROGEOLOGY JOURNAL

Analysis of short helical and double U-tube borehole heat exchangers: A simulation-based comparison

(2013) Angelo Zarrella et al.   APPLIED ENERGY

Performance analysis of short helical borehole heat exchangers via integrated modelling of a borefield and a heat pump: A case study

(2013) Angelo Zarrella et al.   APPLIED THERMAL ENGINEERING

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

The bedrock electrical conductivity map of the UK

(2013) David Beamish   JOURNAL OF APPLIED GEOPHYSICS

Solar radiation prediction using Artificial Neural Network techniques: A review

(2013) Amit Kumar Yadav et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Heat transfer analysis of short helical borehole heat exchangers

(2012) Angelo Zarrella et al.   APPLIED ENERGY

Artificial neural networks for the generation of geothermal maps of ground temperature at various depths by considering land configuration

(2012) Soteris A. Kalogirou et al.   ENERGY

The geothermal potential of urban heat islands

(2010) Ke Zhu et al.   Environmental Research Letters

Criteria for use of groundwater as renewable energy source in geothermal heat pump systems for building heating/cooling purposes

(2009) Dejan Milenić et al.   ENERGY AND BUILDINGS

Artificial neural network models for predicting electrical resistivity of soils from their thermal resistivity

(2009) Yusuf Erzin et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES